chore(agents): migrate command definitions

Stop preview/env fallbacks when a configured datasource is gone, skip the
duplicate final insert after streaming, and surface retry/scheduler/LLM
edge cases as FAILED instead of COMPLETED.

.agents/agents/qa-tester.md

@@ -1,7 +1,7 @@
 ---
 description: QA & Semantic Auditor — orthogonal verification, contract validation, code review, and regression defense for Python (pytest) and Svelte (vitest).
 mode: all
-model: deepseek/deepseek-v4-pro
+model: omniroute/terra
 temperature: 0.1
 permission:
   edit: allow

.agents/agents/reflection-agent.md

@@ -1,167 +0,0 @@
----
-description: Senior reflection and unblocker agent for tasks where a coder entered anti-loop escalation in superset-tools; analyzes architecture, environment, dependency, contract, and test harness failures across Python and Svelte stacks.
-mode: subagent
-model: deepseek/deepseek-v4-pro
-temperature: 0.0
-permission:
-  edit: allow
-  bash: allow
-  browser: deny
-steps: 80
-color: error
----
-
-You are Kilo Code, acting as the Reflection Agent.
-
-MANDATORY USE `skill({name="semantics-core"})`, `skill({name="semantics-contracts"})`
-
-#region Reflection.Agent [C:4] [TYPE Agent] [SEMANTICS diagnosis,unblock,architecture,escalation]
-@BRIEF WHY: Diagnose and unblock when coders enter anti-loop in superset-tools. Analyze architecture, environment, contracts, and test harness — never continue blind patching. You break the loop.
-@RELATION DEPENDS_ON -> [python-coder]
-@RELATION DEPENDS_ON -> [svelte-coder]
-@RELATION DEPENDS_ON -> [fullstack-coder]
-@RELATION DEPENDS_ON -> [swarm-master]
-@PRE A coder agent has failed with [ATTEMPT: 3+] or anti-loop escalation.
-@POST Root cause identified OR `<ESCALATION>` to Architect with refined rubric.
-@SIDE_EFFECT Reads files for diagnosis; produces unblock recommendation.
-#endregion Reflection.Agent
-
-## Core Mandate
-- You receive tasks only after a coding agent has entered anti-loop escalation.
-- You do not continue blind local logic patching from the junior agent.
-- Your job is to identify the higher-level failure layer:
-  - architecture (wrong module layout, circular imports)
-  - environment (venv not activated, missing env vars, Docker misconfiguration)
-  - dependency wiring (wrong version, missing package)
-  - contract mismatch (API schema drift, Pydantic vs TypeScript inconsistency)
-  - test harness or mock setup (conftest.py misconfiguration, AsyncMock misuse)
-  - hidden assumption in paths, imports, or configuration
-- You exist to unblock the path, not to repeat the failed coding loop.
-- Respect attempt-driven anti-loop behavior if the rescue loop itself starts repeating.
-- Treat upstream ADRs and local `@REJECTED` tags as protected anti-regression memory until new evidence explicitly invalidates them.
-
-## Trigger Contract
-You should be invoked when the parent environment or dispatcher receives a bounded escalation payload in this shape:
-- `<ESCALATION>`
-- `status: blocked`
-- `attempt: [ATTEMPT: 4+]`
-
-If that trigger is missing, treat the task as misrouted and emit `[NEED_CONTEXT: escalation_payload]`.
-
-## Clean Handoff Invariant
-The handoff to you must be context-clean. You must assume the parent has removed the junior agent's long failed chat history.
-
-You should work only from:
-- original task or original contract
-- clean source snapshot or latest clean file state
-- bounded `<ESCALATION>` payload
-- `[FORCED_CONTEXT]` or `[CHECKLIST]` if present
-- minimal failing command or error signature
-
-You must reject polluted handoff that contains long failed reasoning transcripts. If such pollution is present, emit `[NEED_CONTEXT: clean_handoff]`.
-
-## Context Window Discipline
-- Keep only the original task, clean source snapshot, bounded escalation packet, and newest failing signal live in the active context.
-- Collapse older attempts into one compact memory packet containing: current invariants, rejected paths, files touched, checkpoints, and the last verifier outcome.
-- Treat repeated failures as learning data, not as instructions to retry the same local patch.
-- If the rescue context becomes polluted again, reset to the last clean snapshot instead of extending the same transcript.
-
-## Search and Verifier Policy
-- Default to one materially different hypothesis plus one concrete verifier.
-- Branch into a second hypothesis only when the first verifier is inconclusive and the task is high-impact.
-- Do not generate broad architectural rewrites when a narrower environment, dependency, contract, or harness explanation fits the evidence.
-
-## Axiom MCP Tools
-See `semantics-core` §VI for the canonical tool reference. Axiom MCP exposes 2 tools (`search` and `audit`). For diagnosis:
-- `search` tool with `operation="search_contracts"` — verify contract existence, type, complexity
-- `search` tool with `operation="local_context"` — full context: code + @RELATION dependencies
-- `audit` tool with `operation="audit_contracts"` — structural violations (wrong tier, missing metadata)
-- `audit` tool with `operation="impact_analysis"` — upstream/downstream who calls/who is affected
-- `search` tool with `operation="status"` — DuckDB index stats (contract count, edges, active generation)
-
-Все операции read-only и работают через DuckDB-индекс — это твой семантический граф для диагностики.
-
----
-
-## superset-tools Specific Diagnosis Lanes
-
-### Python Backend Failures
-1. **ImportError / ModuleNotFoundError** → Check `.venv` activation, `PYTHONPATH`, `__init__.py` files
-2. **Database connection errors** → Check `.env.current`, PostgreSQL running, connection string
-3. **AsyncMock / pytest-asyncio issues** → Check `conftest.py` fixtures, event loop scope
-4. **Pydantic validation errors** → Schema mismatch between route and service
-5. **APScheduler / task failures** → Check task manager initialization, background thread
-
-### Svelte Frontend Failures
-1. **Module not found / import errors** → Check `node_modules`, `npm install`, alias paths
-2. **Rune errors ($state not working)** → Check `.svelte` file extension, Svelte 5 compiler
-3. **API 404/500** → Check `fetchApi` base URL, CORS, backend running
-4. **WebSocket connection refused** → Check WebSocket endpoint, port mapping
-5. **Vitest failures** → Check `@testing-library/svelte` setup, jsdom config
-
-### Cross-Stack Integration Failures
-1. **API contract mismatch** → Compare Pydantic schema vs TypeScript type
-2. **Auth token not sent** → Check frontend interceptor, backend middleware
-3. **422 Unprocessable Entity** → Request body doesn't match Pydantic model
-
-## OODA Loop
-1. **OBSERVE** — Read original contract, escalation payload, forced context. Read upstream ADR and local `@RATIONALE` / `@REJECTED`.
-2. **ORIENT** — Ignore the junior agent's previous fix hypotheses. Inspect blind zones first (imports, env vars, dependency versions, mock setup, contract `@PRE` vs real data).
-3. **DECIDE** — Formulate one materially different hypothesis from the failed coding loop. Prefer architectural/infrastructural interpretation over local logic churn.
-4. **ACT** — Produce one of: corrected contract delta, bounded architecture correction, environment/bash fix, narrow patch strategy for coder retry.
-
-## Decision Memory Guard
-- Existing upstream ADR decisions and local `@REJECTED` tags are frozen by default.
-- If evidence proves the rejected path is now safe, return a contract or ADR correction explicitly stating what changed.
-- Never recommend removing `@RATIONALE` / `@REJECTED` as a shortcut to unblock the coder.
-
-## X. ANTI-LOOP PROTOCOL
-
-### `[ATTEMPT: 1-2]` -> Unblocker Mode
-- Continue higher-level diagnosis.
-- Prefer one materially different hypothesis and one bounded unblock action.
-- Do not drift back into junior-agent style patch churn.
-
-### `[ATTEMPT: 3]` -> Context Override Mode
-- STOP trusting the current rescue hypothesis.
-- Re-check `[FORCED_CONTEXT]` or `[CHECKLIST]` if present.
-- Assume the issue may be in: wrong escalation classification, incomplete clean handoff, stale source snapshot, hidden environment or dependency mismatch.
-
-### `[ATTEMPT: 4+]` -> Terminal Escalation Mode
-- Do not continue diagnosis loops.
-- Emit exactly one bounded `<ESCALATION>` payload for the parent dispatcher stating that reflection-level rescue is also blocked.
-
-## Allowed Outputs
-Return exactly one of:
-- `contract_correction`
-- `architecture_correction`
-- `environment_fix`
-- `test_harness_fix`
-- `retry_packet_for_coder`
-- `[NEED_CONTEXT: target]`
-- bounded `<ESCALATION>` when reflection anti-loop terminal mode is reached
-
-## Retry Packet Contract
-If the task should return to the coder, emit a compact retry packet containing:
-- `new_hypothesis`
-- `failure_layer`
-- `files_to_recheck`
-- `forced_checklist`
-- `constraints`
-- `what_not_to_retry`
-- `decision_memory_notes`
-
-## Output Contract
-Return compactly:
-- `failure_layer`
-- `observations`
-- `new_hypothesis`
-- `action`
-- `retry_packet_for_coder` if applicable
-
-Do not return:
-- full chain-of-thought
-- long replay of failed attempts
-- broad code rewrite unless strictly required to unblock
-
-#endregion Reflection.Agent

.agents/agents/security-auditor.md

@@ -1,7 +1,7 @@
 ---
 description: Security audit agent for superset-tools — orthogonal SAST/dependency/config audit, OWASP/CWE mapping, severity-ranked read-only report. Combines code+secrets, supply-chain, and runtime-config projections.
 mode: all
-model: deepseek/deepseek-v4-pro
+model: omniroute/sol
 temperature: 0.0
 permission:
   edit: deny
@@ -13,7 +13,6 @@ permission:
     fullstack-coder: deny
     reflection-agent: deny
     security-auditor: allow
-  steps: 80
 color: warning
 ---
 MANDATORY USE `skill({name="semantics-core"})`, `skill({name="semantics-contracts"})`, `skill({name="molecular-cot-logging"})`, `skill({name="semantics-python"})`, `skill({name="semantics-svelte"})`

.agents/agents/svelte-coder.md

@@ -1,7 +1,7 @@
 ---
 description: Svelte Frontend Implementation Specialist for superset-tools — implements Svelte 5 (Runes) UI with Tailwind CSS, browser-driven validation, and UX state machines.
 mode: all
-model: deepseek/deepseek-v4-flash
+model: omniroute/glm5.2
 temperature: 0.1
 permission:
   edit: allow
@@ -78,8 +78,8 @@ You do not own:
 - Backend-only implementation unless explicitly scoped
 - Semantic repair outside the frontend boundary unless required by the UI change
 
-### Frozen zones (LEGACY — migrate away, do NOT add)
-- `frontend/src/components/` — legacy component directory. **Do not create new files here.** All new domain components go in `lib/components/<domain>/`.
+### Component directory
+- All domain components go in `frontend/src/lib/components/<domain>/`. The legacy `frontend/src/components/` zone has been removed.
 
 ## Required Workflow
 1. **Discover or create the Model first.** For any screen with cross-widget state:
@@ -139,7 +139,7 @@ For frontend design and implementation tasks, default to these rules unless the
 
 ### UI component reuse (MANDATORY)
 - **Page-level UI MUST use `$lib/ui` atoms:** `<Button>`, `<Card>`, `<Input>`, `<Select>`, `<PageHeader>`. Raw `<button>` and manual `<div class="bg-white rounded...">` in page files is a violation.
-- **`src/components/` is LEGACY FROZEN.** New domain components go in `src/lib/components/<domain>/`.
+- **All domain components go in `src/lib/components/<domain>/`.** The legacy `src/components/` zone has been removed.
 - **Button variant naming:** Use `"destructive"` (canonical). `"danger"` is a deprecated alias.
 
 ## Browser-First Practice

.agents/commands/speckit.analyze.md

@@ -1,5 +1,10 @@
 ---
-description: Perform a read-only consistency analysis across spec.md, plan.md, tasks.md, contracts/modules.md, and ADR sources for the active superset-tools feature. Covers UX Contract Traceability, ATTN Rules Compliance, decision-memory continuity, and component reuse analysis.
+description: Perform a read-only consistency analysis across spec.md, plan.md, tasks.md, contracts/modules.md, and ADR sources for the active superset-tools feature. Covers UX Contract Traceability, ATTN Rules Compliance, decision-memory continuity (three-layer chain audit), and component reuse analysis.
+handoffs:
+  - label: Validate Before Implementation
+    agent: speckit.validate
+    prompt: Run the pre-implementation validation gate
+    send: true
 ---
 
 ## User Input
@@ -162,6 +167,30 @@ Focus on high-signal findings. **Limit to 50 findings total**; aggregate remaind
 - Decision recorded in `contracts/modules.md` (`@RATIONALE` / `@REJECTED`) is not propagated to any task in `tasks.md`
 - `@REJECTED` path in `plan.md` or ADR is contradicted by later spec or task language without explicit `<ESCALATION>` decision revision
 
+#### G2. Decision-Memory Continuity Chain (Three-Layer Audit)
+
+Verify the full chain: **Global ADR → plan/research → contracts → preventive tasks → tests** is intact for every architectural decision in scope.
+
+| Chain Link | Check | Finding Type |
+|-----------|-------|:-----------:|
+| **ADR → Plan** | Does `plan.md` or `research.md` acknowledge every ADR that governs this feature's domain? | MISSING_ACK → HIGH |
+| **ADR → Plan** | Does `plan.md` contradict any `@REJECTED` path in a relevant ADR without `<ESCALATION>`? | CONTRADICTION → CRITICAL |
+| **Plan → Contracts** | Does every `@RATIONALE` in `plan.md` propagate to the corresponding contract in `contracts/modules.md`? | DANGLING_RATIONALE → MEDIUM |
+| **Plan → Contracts** | Does every `@REJECTED` in `plan.md` appear as a guardrail on the corresponding contract? | MISSING_GUARDRAIL → MEDIUM |
+| **Contracts → Tasks** | Does every `@REJECTED` in `contracts/modules.md` have at least one task that verifies the rejection holds? | MISSING_VERIFICATION → HIGH |
+| **Contracts → Tasks** | Does any task schedule work that directly implements a `@REJECTED` path from `contracts/modules.md`? | RESURRECTION → CRITICAL |
+| **Tasks → Tests** | Does every task with a `@REJECTED` guardrail have a corresponding test task verifying the rejection? | MISSING_TEST → MEDIUM |
+| **Tasks → Tests** | Do test tasks for rejected paths include explicit `@TEST_EDGE` declarations for the failure case? | MISSING_EDGE → LOW |
+| **ADR → Tests** | Is there at least one test that proves the `@REJECTED` path in each relevant ADR produces the expected failure? | MISSING_PROOF → MEDIUM |
+
+**Severity rules for decision-memory findings**:
+- **CRITICAL**: ADR-rejected path is scheduled as work (RESURRECTION), or plan contradicts ADR without `<ESCALATION>`
+- **HIGH**: ADR not acknowledged in plan when domain-relevant, or rejected path lacks task-level verification
+- **MEDIUM**: Dangling rationale (downstream missing), missing guardrail, missing test coverage for rejection
+- **LOW**: Missing `@TEST_EDGE` declaration on test task (test exists but edge not named)
+
+**Escalation handling check**: If any `@REJECTED` path needs revival, verify that `<ESCALATION>` appears explicitly in the artifact with rationale for why the rejection no longer applies. Missing `<ESCALATION>` on a contradiction → CRITICAL.
+
 #### H. UX Contract Traceability
 
 Validate Svelte component UX contracts across `contracts/modules.md` and `tasks.md`. Reference `semantics-svelte` §II (UX Contracts) and §IIIa (Reactive Screen Models).
@@ -240,8 +269,21 @@ Output a Markdown report (no file writes) with the following structure:
 
 **Decision Memory Summary Table:**
 
-| ADR / Guardrail | Present in Plan | Propagated to Tasks | Rejected Path Protected | Notes |
-|-----------------|-----------------|---------------------|-------------------------|-------|
+| ADR / Guardrail | Present in Plan | Propagated to Contracts | Propagated to Tasks | Verifying Tasks Exist | Rejected Path Protected | Issues |
+|-----------------|:---:|:---:|:---:|:---:|:---:|--------|
+| ADR-0005 auth-rbac | ✅ | ✅ | ✅ | T050 (rejected: default-allow) | ✅ | — |
+| ADR-0007 fromStore+$derived | ✅ | ❌ | ❌ | ❌ | ❌ | MISSING_GUARDRAIL — no contract carries this rejection |
+| Core.Migration @REJECTED | — | ✅ | ✅ | T030 (edge: incremental) | ✅ | — |
+| plan.md @RATIONALE (full scan) | ✅ | ✅ | ✅ | T031 (verifies consistency) | ✅ | — |
+
+**Chain Continuity Metrics:**
+- Total decisions traced: N (N from ADRs, N from plan, N from contracts)
+- Chains fully intact (5/5 links): N
+- Chains with dangling links: N
+- Resurrections (CRITICAL): N
+- Escalation instances properly documented: N
+
+**Stable Severities**: Severities are stable across re-runs — same finding always maps to same severity. Coverage metrics are deterministic.
 
 **UX Contract Summary Table:**
 
@@ -277,8 +319,11 @@ Output a Markdown report (no file writes) with the following structure:
 - Ambiguity Count: N
 - Duplication Count: N
 - Critical Issues Count: N
-- ADR Count: N
+- ADR Count: N (N in scope for this feature)
+- Decision-Memory Chains: N total, N fully intact, N broken
 - Guardrail Drift Count: N
+- Resurrections (CRITICAL): N
+- Escalations Documented: N
 - Planned Components: N
 - Reuse Candidates Found: N
 - Reuse Rate (candidates / planned): N%

.agents/commands/speckit.clarify.md

@@ -1,6 +1,10 @@
 ---
 description: Identify underspecified areas in the current feature spec by asking up to 5 highly targeted clarification questions and encoding answers back into the spec.
 handoffs: 
+  - label: Design UX (if UI)
+    agent: speckit.ux
+    prompt: Design the user experience for the clarified feature spec
+    send: true
   - label: Build Technical Plan
     agent: speckit.plan
     prompt: Create a plan for the spec. I am building with...

.agents/commands/speckit.implement.md

@@ -21,15 +21,18 @@ You **MUST** consider the user input before proceeding (if not empty).
 
 ## Outline
 
-1. Run `.specify/scripts/bash/check-prerequisites.sh --json --require-tasks --include-tasks` and locate the active feature artifacts.
+1. **Preflight Gate — `/speckit.validate` must PASS and be current**: Before any implementation work, run `.specify/scripts/bash/check-prerequisites.sh --json --require-tasks --include-tasks` and locate `FEATURE_DIR/validation.md`. Abort if it does not exist, has status `BLOCKED`, or is older than any validated input (`spec.md`, `plan.md`, `tasks.md`, `traceability.md`, `contracts/modules.md`, `contracts/openapi.yaml`, or applicable UX/prototype artifacts). Report: "Validation gate missing, blocked, or stale. Run `/speckit.validate` and resolve all blocking findings before `/speckit.implement`." Proceed only when the report says `PASS` and records fingerprints or timestamps matching the current artifacts.
 2. If `checklists/` exists, evaluate checklist completion status before implementation proceeds.
 3. Load implementation context from:
    - `tasks.md`
    - `plan.md`
    - `spec.md`
    - `ux_reference.md`
+   - `validation.md` — preflight gate report (must show PASS)
    - `contracts/modules.md` when present
+   - `contracts/openapi.yaml` when present
    - `research.md`, `data-model.md`, `quickstart.md` when present
+   - `traceability.md` — for story → task → test mapping
    - `.specify/memory/constitution.md`
    - `README.md`
    - relevant `docs/adr/*.md`
@@ -40,12 +43,13 @@ You **MUST** consider the user input before proceeding (if not empty).
 
 - Source paths: `backend/src/**/*.py` and `frontend/src/**/*.svelte`.
 - Active feature docs always live under `specs/<feature>/...` and are discovered via the `.specify/scripts/bash/*` helpers.
-- Default verification stack:
-  - Backend: `cd backend && source .venv/bin/activate && python -m pytest -v`
-  - Backend lint: `cd backend && python -m ruff check .`
-  - Frontend lint: `cd frontend && npm run lint`
-  - Frontend: `cd frontend && npm run test`
-  - Frontend build: `cd frontend && npm run build`
+- Default verification stack (all timeout-protected via root Makefile):
+  - `make test-unit` — backend unit tests (SQLite, <120s)
+  - `make test-frontend` — frontend vitest tests
+  - `make lint` — ruff + eslint
+  - `cd frontend && npm run build` — production build check
+  - `make coverage` — coverage reports (optional, run after tests pass)
+  - `make test-related F=path/to/changed_file.py` — smart selection for narrow scopes
 - Do not fall back to Rust `cargo`/`src/server/` conventions — this is a Python/Svelte project.
 
 ## Semantic Execution Rules
@@ -58,10 +62,32 @@ You **MUST** consider the user input before proceeding (if not empty).
 - For C4/C5 Svelte components, account for belief runtime (console markers `[ComponentID][MARKER]`).
 - Treat pseudo-semantic markup as invalid.
 
+### C4/C5 Belief Runtime Verification (MANDATORY)
+
+After implementing any C4 or C5 contract, run BOTH static marker checks AND Axiom belief runtime audit:
+
+1. **Static marker check** (per-file):
+   - Every C4/C5 `#region` contract MUST have `@RATIONALE` and `@REJECTED` tags. Missing tags → **BLOCKING** — do not proceed.
+   - For Python C4/C5 functions: verify `reason("...")` is called before mutation, `reflect("...")` is called after mutation, and `belief_scope(anchor_id)` context manager wraps stateful operations.
+   - For Svelte C4/C5 components: verify `[ComponentID][REASON]`, `[ComponentID][REFLECT]` console markers appear before and after state transitions respectively.
+
+2. **Axiom belief runtime audit** (per phase):
+   - Invoke `axiom_audit({operation="audit_belief_runtime", workspace_path="/root/ss-tools", selection_mode="all"})` after implementing C4/C5 contracts.
+   - Invoke `axiom_audit({operation="audit_belief_protocol", workspace_path="/root/ss-tools", selection_mode="all"})` for decision-memory completeness.
+   - `audit_belief_runtime`: detects C4/C5 contracts that lack REASON/REFLECT/EXPLORE runtime markers.
+   - `audit_belief_protocol`: detects C4/C5 contracts missing `@RATIONALE`/`@REJECTED` decision memory.
+   - If either audit returns findings for contracts touched in the current phase → **BLOCKING** — reject missing instrumentation. Do NOT silently lower complexity to C3 to bypass.
+   - Run these audits BEFORE marking C4/C5 tasks complete.
+
+3. **Rejection rule**: If a contract is structured at C4/C5 complexity but lacks runtime belief markers, it is incomplete. Do not mark the task complete. Add the missing instrumentation. Never silently downgrade complexity — the complexity tier describes what the contract IS, not what is convenient to implement.
+
+4. **Test verification**: Tests for C4/C5 contracts MUST assert that belief markers are emitted. For Python: mock the logger and verify `reason()`, `reflect()` calls. For Svelte: spy on `console.debug` and verify marker format `[ComponentID][MARKER]`.
+
 ## Progress and Acceptance
 
-- Mark tasks complete only after local verification succeeds.
-- Handoff to the tester must include touched files, declared complexity, contract expectations, ADR guardrails, and executed verifiers.
+- Preflight validation gate (`/speckit.validate`) must have PASS status before any implementation begins.
+- Mark tasks complete only after local verification succeeds AND (for C4/C5) belief runtime audit passes.
+- Handoff to the tester must include touched files, declared complexity, contract expectations, ADR guardrails, belief runtime audit results, and executed verifiers.
 - Final acceptance requires explicit evidence that verification was executed.
 - `.kilo/plans/*` may exist as internal assistant scratch context, but it is not part of the speckit feature output surface and must not replace `specs/<feature>/...` artifacts.
 
@@ -73,3 +99,6 @@ No task batch is complete if any of the following remain in the touched scope:
 - unresolved critical contract gaps
 - rejected-path regression
 - required verification not executed
+- **C4/C5 contracts lacking `@RATIONALE`/`@REJECTED` tags (belief protocol audit must PASS)**
+- **C4/C5 contracts lacking REASON/REFLECT/EXPLORE runtime markers (belief runtime audit must PASS)**
+- **Silent complexity downgrade to bypass instrumentation requirements**

.agents/commands/speckit.openapi.md

@@ -0,0 +1,548 @@
+---
+description: Generate and validate an OpenAPI 3.1 artifact at specs/<feature>/contracts/openapi.yaml from api-ux, data model, and spec. Requires operationId, reusable schemas, standard envelopes, auth/RBAC, pagination, examples, and schema validation.
+handoffs:
+  - label: Build Technical Plan
+    agent: speckit.plan
+    prompt: Create a Python/Svelte implementation plan using the validated OpenAPI contract
+    send: true
+---
+
+## User Input
+
+```text
+$ARGUMENTS
+```
+
+You **MUST** consider the user input before proceeding (if not empty).
+
+## Applicability
+
+This command is applicable when the feature has an API surface (REST endpoints, WebSocket channels). For UI-only features with no new or changed API endpoints, skip gracefully with: "No API surface detected — OpenAPI not applicable. Proceed to `/speckit.plan`."
+
+**Decision gate**: If any of the following exist, generate OpenAPI:
+- `FEATURE_DIR/contracts/ux/api-ux.md` — API shapes from `/speckit.ux`
+- `FEATURE_DIR/data-model.md` — data model with Pydantic schemas
+- `FEATURE_DIR/spec.md` sections describing endpoints, request/response shapes, or WebSocket channels
+
+## Outline
+
+### Phase 0: Pre-Flight
+
+1. **Setup**: Run `.specify/scripts/bash/check-prerequisites.sh --json --paths-only` from repo root. Parse `FEATURE_DIR`.
+2. **Verify applicability**: If no API surface, report skip and exit.
+3. **Load context**:
+   - `FEATURE_DIR/spec.md` — functional requirements, endpoint descriptions
+   - `FEATURE_DIR/ux_reference.md` — caller interaction reference
+   - `FEATURE_DIR/contracts/ux/api-ux.md` — API shapes from UX phase (if exists)
+   - `FEATURE_DIR/data-model.md` — Pydantic schemas, SQLAlchemy models (if exists)
+   - `FEATURE_DIR/contracts/modules.md` — module and service contracts (if exists)
+   - `.specify/memory/constitution.md` — auth/RBAC principles
+   - `docs/adr/ADR-0005-auth-rbac.md` — RBAC enforcement rules
+   - `backend/src/api/` — existing API route patterns to maintain consistency
+   - `backend/src/schemas/` — existing Pydantic schemas for reusable components
+
+### Phase 1: Extract API Surface
+
+Build the API surface inventory from all available sources:
+
+| Source | Extraction |
+|--------|------------|
+| `api-ux.md` | Endpoint paths, methods, request/response shapes, error variants |
+| `data-model.md` | Pydantic schemas → reusable `#/components/schemas/` |
+| `spec.md` | Functional requirements → operation descriptions |
+| `contracts/modules.md` | `@DATA_CONTRACT` entries → Input/Output DTOs |
+| `ux_reference.md` | Result envelopes, warning states, recovery hints |
+
+**Surface completeness check**: For each endpoint, verify:
+- [ ] Path and HTTP method
+- [ ] Request body schema (if POST/PUT/PATCH)
+- [ ] Path/query parameters with types
+- [ ] Success response (200/201) schema
+- [ ] Error responses: 400, 401, 403, 404, 409, 422, 429, 500
+- [ ] Auth requirement (RBAC role)
+- [ ] Pagination parameters (if list endpoint)
+
+### Phase 2: Generate openapi.yaml
+
+Create `specs/<feature>/contracts/openapi.yaml`:
+
+```yaml
+openapi: "3.1.0"
+info:
+  title: "[Feature Name] API"
+  version: "1.0.0"
+  description: >
+    OpenAPI 3.1 contract for [feature]. Generated from UX contracts,
+    data model, and specification. Source: specs/<feature>/
+
+servers:
+  - url: /api
+    description: superset-tools API gateway
+
+tags:
+  - name: [domain]
+    description: [domain description from spec]
+
+paths:
+  /[resource]:
+    get:
+      operationId: listResources
+      tags: [[domain]]
+      summary: List all resources
+      description: Returns a paginated list of resources accessible to the caller.
+      parameters:
+        - $ref: "#/components/parameters/PageParam"
+        - $ref: "#/components/parameters/PageSizeParam"
+        - name: search
+          in: query
+          schema: { type: string }
+          description: Full-text search filter
+      responses:
+        "200":
+          description: Paginated list of resources
+          content:
+            application/json:
+              schema:
+                $ref: "#/components/schemas/ResourceListResponse"
+              examples:
+                withData:
+                  $ref: "#/components/examples/ResourceListWithData"
+                empty:
+                  $ref: "#/components/examples/ResourceListEmpty"
+        "401":
+          $ref: "#/components/responses/UnauthorizedError"
+        "403":
+          $ref: "#/components/responses/ForbiddenError"
+        "500":
+          $ref: "#/components/responses/InternalError"
+
+    post:
+      operationId: createResource
+      tags: [[domain]]
+      summary: Create a new resource
+      description: Creates a resource. Requires [ROLE] permission.
+      security:
+        - BearerAuth: [[role]]
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: "#/components/schemas/ResourceCreateRequest"
+            examples:
+              valid:
+                $ref: "#/components/examples/ResourceCreateValid"
+      responses:
+        "201":
+          description: Resource created
+          content:
+            application/json:
+              schema:
+                $ref: "#/components/schemas/ResourceResponse"
+        "400":
+          $ref: "#/components/responses/BadRequestError"
+        "401":
+          $ref: "#/components/responses/UnauthorizedError"
+        "403":
+          $ref: "#/components/responses/ForbiddenError"
+        "409":
+          $ref: "#/components/responses/ConflictError"
+        "422":
+          $ref: "#/components/responses/ValidationError"
+        "429":
+          $ref: "#/components/responses/RateLimitError"
+        "500":
+          $ref: "#/components/responses/InternalError"
+
+  /[resource]/{resourceId}:
+    parameters:
+      - name: resourceId
+        in: path
+        required: true
+        schema: { type: string, format: uuid }
+    get:
+      operationId: getResource
+      tags: [[domain]]
+      summary: Get resource by ID
+      responses:
+        "200":
+          description: Resource found
+          content:
+            application/json:
+              schema:
+                $ref: "#/components/schemas/ResourceResponse"
+        "404":
+          $ref: "#/components/responses/NotFoundError"
+        # ... standard errors
+    put:
+      operationId: updateResource
+      tags: [[domain]]
+      summary: Full update of resource
+      description: |
+        Idempotent full update. Requires [ROLE] permission.
+        Uses optimistic concurrency via If-Match header.
+      parameters:
+        - name: If-Match
+          in: header
+          schema: { type: string }
+          description: Version hash for optimistic concurrency
+      security:
+        - BearerAuth: [[role]]
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: "#/components/schemas/ResourceUpdateRequest"
+      responses:
+        "200":
+          description: Resource updated
+        "409":
+          description: Version conflict — resource modified since If-Match
+          $ref: "#/components/responses/ConflictError"
+        "412":
+          description: Precondition failed — If-Match missing or stale
+          content:
+            application/json:
+              schema:
+                $ref: "#/components/schemas/ErrorEnvelope"
+        # ... standard errors
+
+components:
+  securitySchemes:
+    BearerAuth:
+      type: http
+      scheme: bearer
+      bearerFormat: JWT
+      description: |
+        superset-tools JWT. Roles encoded in `roles` claim.
+        Required scopes noted per-operation.
+
+  parameters:
+    PageParam:
+      name: page
+      in: query
+      schema: { type: integer, minimum: 1, default: 1 }
+      description: Page number (1-indexed)
+    PageSizeParam:
+      name: page_size
+      in: query
+      schema: { type: integer, minimum: 1, maximum: 200, default: 20 }
+      description: Items per page
+
+  schemas:
+    ErrorEnvelope:
+      type: object
+      required: [error]
+      properties:
+        error:
+          type: object
+          required: [code, detail]
+          properties:
+            code:
+              type: string
+              description: Machine-readable error code (e.g., NOT_FOUND, VALIDATION_ERROR)
+              example: "NOT_FOUND"
+            detail:
+              type: string
+              description: Human-readable error description
+              example: "Resource 550e8400-e29b-41d4-a716-446655440000 not found"
+            fields:
+              type: object
+              description: Per-field validation errors (422 only)
+              additionalProperties:
+                type: string
+              example: { "name": "Name is required", "email": "Invalid email format" }
+            retry_after:
+              type: integer
+              description: Seconds until retry is allowed (429 only)
+              example: 30
+
+    SuccessEnvelope:
+      type: object
+      required: [data]
+      properties:
+        data: {}
+        meta:
+          type: object
+          properties:
+            total:
+              type: integer
+              description: Total items matching query
+            page:
+              type: integer
+            page_size:
+              type: integer
+            pages:
+              type: integer
+
+    ResourceResponse:
+      allOf:
+        - $ref: "#/components/schemas/SuccessEnvelope"
+        - type: object
+          properties:
+            data:
+              $ref: "#/components/schemas/Resource"
+
+    ResourceListResponse:
+      allOf:
+        - $ref: "#/components/schemas/SuccessEnvelope"
+        - type: object
+          properties:
+            data:
+              type: array
+              items:
+                $ref: "#/components/schemas/Resource"
+
+    # ... domain-specific schemas derived from data-model.md
+
+  responses:
+    BadRequestError:
+      description: Malformed request
+      content:
+        application/json:
+          schema:
+            $ref: "#/components/schemas/ErrorEnvelope"
+          example:
+            error:
+              code: "BAD_REQUEST"
+              detail: "Request body is not valid JSON"
+
+    UnauthorizedError:
+      description: Missing or invalid authentication
+      content:
+        application/json:
+          schema:
+            $ref: "#/components/schemas/ErrorEnvelope"
+          example:
+            error:
+              code: "UNAUTHORIZED"
+              detail: "Authentication required"
+
+    ForbiddenError:
+      description: Insufficient permissions
+      content:
+        application/json:
+          schema:
+            $ref: "#/components/schemas/ErrorEnvelope"
+          example:
+            error:
+              code: "FORBIDDEN"
+              detail: "Requires role: admin"
+
+    NotFoundError:
+      description: Resource not found
+      content:
+        application/json:
+          schema:
+            $ref: "#/components/schemas/ErrorEnvelope"
+          example:
+            error:
+              code: "NOT_FOUND"
+              detail: "Resource 550e8400-e29b-41d4-a716-446655440000 not found"
+
+    ConflictError:
+      description: Resource conflict (e.g., duplicate, version mismatch)
+      content:
+        application/json:
+          schema:
+            $ref: "#/components/schemas/ErrorEnvelope"
+          example:
+            error:
+              code: "CONFLICT"
+              detail: "Resource with this name already exists"
+
+    ValidationError:
+      description: Request validation failed
+      content:
+        application/json:
+          schema:
+            $ref: "#/components/schemas/ErrorEnvelope"
+          example:
+            error:
+              code: "VALIDATION_ERROR"
+              detail: "Request validation failed"
+              fields:
+                name: "Name is required"
+
+    RateLimitError:
+      description: Too many requests
+      headers:
+        Retry-After:
+          schema: { type: integer }
+          description: Seconds until next request is allowed
+      content:
+        application/json:
+          schema:
+            $ref: "#/components/schemas/ErrorEnvelope"
+          example:
+            error:
+              code: "RATE_LIMITED"
+              detail: "Too many requests. Retry after 30 seconds."
+              retry_after: 30
+
+    InternalError:
+      description: Unexpected server error
+      content:
+        application/json:
+          schema:
+            $ref: "#/components/schemas/ErrorEnvelope"
+          example:
+            error:
+              code: "INTERNAL_ERROR"
+              detail: "An unexpected error occurred. Please try again later."
+
+  examples:
+    ResourceListWithData:
+      summary: List with items
+      value:
+        data:
+          - id: "550e8400-e29b-41d4-a716-446655440000"
+            name: "Example Resource"
+            created_at: "2026-07-31T12:00:00Z"
+        meta:
+          total: 42
+          page: 1
+          page_size: 20
+          pages: 3
+
+    ResourceListEmpty:
+      summary: Empty list
+      value:
+        data: []
+        meta:
+          total: 0
+          page: 1
+          page_size: 20
+          pages: 0
+```
+
+### Phase 3: Schema Validation
+
+Validate the generated `openapi.yaml` using ONLY available repo tooling:
+
+1. **YAML syntax**: Verify parseable via Python `import yaml; yaml.safe_load(file)` — Python's `pyyaml` is in `requirements.txt`.
+2. **Structural check**: Verify `openapi`, `info`, `paths`, `components` keys exist.
+3. **OperationId uniqueness**: Every `operationId` MUST be unique across all paths.
+4. **Schema references**: Every `$ref` target MUST exist in `components/schemas/` or `components/responses/` or `components/parameters/`.
+5. **Example completeness**: Every response class (2xx, 4xx, 5xx) for every operation MUST have at least one example.
+6. **Auth coverage**: Every mutating operation (POST, PUT, PATCH, DELETE) MUST declare `security`.
+
+**Do NOT install new tools.** If `openapi-spec-validator` or `spectral` are not already in the project, use Python script inline:
+
+```python
+import yaml, sys, json
+
+with open("specs/<feature>/contracts/openapi.yaml") as f:
+    spec = yaml.safe_load(f)
+
+errors = []
+
+# Check required OpenAPI keys
+for key in ("openapi", "info", "paths"):
+    if key not in spec:
+        errors.append(f"Missing required key: {key}")
+
+# Check operationId uniqueness
+op_ids = set()
+for path, methods in spec.get("paths", {}).items():
+    for method, op in methods.items():
+        if method in ("parameters", "description", "summary"):
+            continue
+        oid = op.get("operationId")
+        if not oid:
+            errors.append(f"{method.upper()} {path}: missing operationId")
+        elif oid in op_ids:
+            errors.append(f"{method.upper()} {path}: duplicate operationId '{oid}'")
+        else:
+            op_ids.add(oid)
+
+# Check $ref targets
+schemas = set(spec.get("components", {}).get("schemas", {}).keys())
+responses = set(spec.get("components", {}).get("responses", {}).keys())
+params = set(spec.get("components", {}).get("parameters", {}).keys())
+
+def check_refs(obj, path=""):
+    if isinstance(obj, dict):
+        if "$ref" in obj:
+            ref = obj["$ref"]
+            parts = ref.split("/")
+            if len(parts) >= 4 and parts[1] == "components":
+                if parts[2] == "schemas" and parts[3] not in schemas:
+                    errors.append(f"{path}: unresolved $ref {ref} (schema not found)")
+                elif parts[2] == "responses" and parts[3] not in responses:
+                    errors.append(f"{path}: unresolved $ref {ref} (response not found)")
+                elif parts[2] == "parameters" and parts[3] not in params:
+                    errors.append(f"{path}: unresolved $ref {ref} (parameter not found)")
+        for k, v in obj.items():
+            check_refs(v, f"{path}.{k}")
+    elif isinstance(obj, list):
+        for i, v in enumerate(obj):
+            check_refs(v, f"{path}[{i}]")
+
+check_refs(spec)
+
+if errors:
+    print(f"VALIDATION FAILED: {len(errors)} errors")
+    for e in errors:
+        print(f"  - {e}")
+    sys.exit(1)
+else:
+    print(f"VALIDATION PASSED: {len(op_ids)} operations, {len(schemas)} schemas")
+```
+
+Run: `cd /root/ss-tools && python -c "$(cat <<'PYEOF' ... PYEOF)"`
+
+### Phase 4: Drift & Traceability Mappings
+
+Create `specs/<feature>/contracts/openapi-traceability.md`:
+
+```markdown
+#region Std.Opencode.OpenApiTraceability [C:3] [TYPE ADR] [SEMANTICS openapi,traceability,[DOMAIN]]
+@defgroup OpenAPI Trace OpenAPI operationId → data-model → spec → UX contract drift map.
+
+## Operation Traceability
+
+| operationId | Spec Requirement | Data Model | UX Contract | Status |
+|-------------|-----------------|------------|-------------|--------|
+| listResources | [DOMAIN]-FR-001 | Resource (data-model.md: §Resources) | api-ux.md: GET /resources | ✅ |
+| createResource | [DOMAIN]-FR-002 | ResourceCreateRequest | api-ux.md: POST /resources | ✅ |
+| getResource | [DOMAIN]-FR-003 | Resource (data-model.md: §Resources) | api-ux.md: GET /resources/{id} | ✅ |
+
+## Schema Traceability
+
+| Schema | Source | Purpose |
+|--------|--------|---------|
+| Resource | data-model.md: Resource entity | Shared response schema |
+| ResourceCreateRequest | api-ux.md: Create payload | Create request body |
+| ErrorEnvelope | ux_reference.md: Error shapes | Standard error response |
+
+## Drift Detection (manual review)
+
+- [ ] Every operationId maps to at least one spec requirement
+- [ ] Every spec requirement with an API touchpoint maps to an operationId
+- [ ] Pydantic schema names match OpenAPI schema names
+- [ ] Error response shapes match ux_reference.md promises
+- [ ] Auth requirements match ADR-0005 RBAC model
+
+## Coverage Gate
+
+- [ ] Success examples for every operation
+- [ ] Error examples for every response class
+- [ ] Pagination parameters on every list endpoint
+- [ ] operationId on every operation
+- [ ] Reusable schemas (no inline anonymous schemas)
+
+#endregion Std.Opencode.OpenApiTraceability
+```
+
+### Phase 5: Report
+
+Report:
+- OpenAPI path: `specs/<feature>/contracts/openapi.yaml`
+- Operations defined: N
+- Reusable schemas: N
+- Standard error responses: N
+- Validation: PASS/FAIL with N errors
+- Traceability: N operations mapped to requirements
+- Recommended next: `/speckit.plan`

.agents/commands/speckit.plan.md

@@ -1,5 +1,5 @@
 ---
-description: Execute the implementation planning workflow for superset-tools (Python backend + Svelte frontend) and generate research, design, contracts, and quickstart artifacts.
+description: Execute the implementation planning workflow for superset-tools (Python backend + Svelte frontend) and generate research, design, contracts, traceability, and quickstart artifacts.
 handoffs:
   - label: Create Tasks
     agent: speckit.tasks
@@ -39,6 +39,9 @@ You **MUST** consider the user input before proceeding (if not empty).
    - `FEATURE_DIR/contracts/ux/screen-models.md` (if `/speckit.ux` was run)
    - `FEATURE_DIR/contracts/ux/api-ux.md` (if `/speckit.ux` was run)
    - `FEATURE_DIR/contracts/ux/*-ux.md` (per-screen UX contracts)
+   - `FEATURE_DIR/prototype/manifest.md` (if `/speckit.prototype` was run)
+   - `FEATURE_DIR/contracts/openapi.yaml` (if `/speckit.openapi` was run)
+   - `FEATURE_DIR/contracts/openapi-traceability.md` (if `/speckit.openapi` was run)
    - relevant `docs/adr/*.md`
 
 3. **Execute the planning workflow** using the template structure:
@@ -46,12 +49,12 @@ You **MUST** consider the user input before proceeding (if not empty).
     - Fill `Constitution Check` using the local constitution.
     - ERROR if a blocking constitutional or semantic conflict is discovered and cannot be justified.
     - Phase 0: generate `research.md` in `FEATURE_DIR`, resolving all material unknowns.
-    - Phase 1: generate `data-model.md`, `contracts/modules.md`, optional machine-readable contract artifacts, and `quickstart.md` in `FEATURE_DIR`.
-    - Phase 1: if UX contracts exist, generate `traceability.md` — a requirements traceability matrix mapping Story → Model → API → Task → Test.
+    - Phase 1: generate `data-model.md`, `contracts/modules.md`, optional machine-readable contract artifacts, `quickstart.md`, and `traceability.md` in `FEATURE_DIR`.
+    - Phase 1: `traceability.md` is REQUIRED for every feature — a requirements traceability matrix mapping Story/Requirement → UX screen+state → Screen Model → API operationId → contract → task → test. Every row carries explicit rationale for N/A cells. Include a coverage gate.
     - Materialize blocking ADR references and planning decisions inside the plan and downstream contracts.
     - Run `.specify/scripts/bash/update-agent-context.sh kilocode` after planning artifacts are written.
 
-4. **Stop and report** after planning artifacts are complete. Report branch, `plan.md` path, generated artifacts, and blocking ADR/decision-memory outcomes.
+4. **Stop and report** after planning artifacts are complete. Report branch, `plan.md` path, generated artifacts (including `traceability.md` with coverage gate status), prototype/openapi artifact references (if generated upstream), and blocking ADR/decision-memory outcomes.
 
 ## Phase 0: Research
 
@@ -336,27 +339,62 @@ Extend `traceability.md` with a Fixture column:
 
 ### Quickstart Output
 
-Generate `quickstart.md` using real repository verification paths:
-- Backend: `cd backend && source .venv/bin/activate && python -m pytest -v`
-- Frontend: `cd frontend && npm run test`
-- Lint: `cd backend && python -m ruff check .`
-- Frontend lint: `cd frontend && npm run lint`
-- Docker: `docker compose up --build`
+Generate `quickstart.md` using real repository verification paths via the root Makefile (timeout-protected, tiered):
+
+```bash
+# Tier 1: Fast unit tests (<120s, no Docker)
+make test            # backend + frontend unit tests
+make test-unit       # backend SQLite tests only
+make test-frontend   # frontend vitest tests only
+
+# Tier 2: Smart selection
+make test-related F=backend/src/path/to/file.py  # only tests linked via @RELATION BINDS_TO
+
+# Tier 3: Integration tests (Docker required, <600s)
+make test-integration
+
+# Coverage
+make coverage        # backend pytest-cov + frontend vitest v8
+
+# Linting
+make lint            # ruff + eslint
+
+# Docker
+docker compose up --build
+```
 
 ### Traceability Matrix Output
 
-If UX contracts exist (`contracts/ux/` was generated by `/speckit.ux`), generate `traceability.md` — a requirements traceability matrix (RTM) mapping every user story through its implementation chain:
+Generate `traceability.md` — a requirements traceability matrix (RTM) for EVERY feature, mapping every user story through its implementation chain. Use the format below. Every cell with N/A MUST include a brief rationale (e.g., "N/A — backend-only, no UI surface"). Include a coverage gate at the end.
 
 ```markdown
-#region Std.Agents.Traceability [C:3] [TYPE ADR] [SEMANTICS traceability,rtm,[DOMAIN]]
-@defgroup Trace Matrix Requirements → Model → API → Task → Test for [FEATURE].
+#region Std.Opencode.Traceability [C:3] [TYPE ADR] [SEMANTICS traceability,rtm,[DOMAIN]]
+@defgroup Trace Matrix Requirements → Screen+State → Model → API → Contract → Task → Test for [FEATURE].
+
+## Applicability
+
+- **Feature type**: [Backend-only / Frontend-only / Fullstack]
+- **UI surface**: [Yes / No — if No, UX and prototype columns are N/A throughout]
+- **API surface**: [Yes / No — if No, API and OpenAPI columns are N/A throughout]
 
 ## Traceability Matrix
 
-| Story | Screen | Model | Fixture | API Endpoint | Backend Task | Frontend Task | Test |
-|-------|--------|-------|---------|-------------|-------------|--------------|------|
-| US1: [Title] | /route | Domain.Model | FX_Domain.Valid | GET /api/... | T017 | T015 | Test.Domain |
-| US1: [Title] | /route | Domain.Model | FX_Domain.MissingField | POST /api/... | T018 | T019 | Test.Domain.Edge |
+| Story / Req | UX Screen + State | Screen Model | API operationId | Contract | Backend Task | Frontend Task | Test |
+|------------|-------------------|-------------|-----------------|----------|-------------|--------------|------|
+| US1: [Title] | /route (loaded) | Domain.Model | listResources | Api.Resources.List | T017 | T015 | Test.Api.Resources |
+| US1: [Title] | /route (error) | Domain.Model | listResources | Api.Resources.List | T017 | T016 | Test.Api.Resources.Edge |
+| [DOMAIN]-FR-001 | N/A — infra, no UI | N/A — infra | N/A — no API | Core.Config | T004 | N/A — backend-only | Test.Core.Config |
+| US2: [Title] | /migration (idle) | Migration.Model | startMigration | Api.Migration.Start | T020 | T022 | Test.Migration |
+| US2: [Title] | /migration (NET_02 timeout) | Migration.Model | startMigration | Api.Migration.Start | T021 | T023 | Test.Migration.Timeout |
+
+### N/A Rationale Key
+
+- **N/A — backend-only**: Feature has no UI surface
+- **N/A — frontend-only**: Feature has no API changes
+- **N/A — infra**: Shared infrastructure, not user-facing
+- **N/A — no API**: Purely internal module, no HTTP endpoint
+- **N/A — imported**: Uses existing model/component without changes
+- **N/A — reuse**: Extends existing contract, no new contract needed
 
 ## Impact Analysis Quick Reference
 
@@ -365,18 +403,35 @@ If UX contracts exist (`contracts/ux/` was generated by `/speckit.ux`), generate
 | `GET /api/dashboards` | FX_Dashboards.Hub.* | Test.Dashboards.Hub | /dashboards, /migration |
 | `Dashboards.Hub` model | FX_Dashboards.EnvReset | Test.Dashboards.Hub | /dashboards |
 
-#endregion Std.Agents.Traceability
+## Coverage Gate
+
+- [ ] Every user story has at least one row
+- [ ] Every functional requirement (FR-xxx) has at least one row OR explicit N/A rationale
+- [ ] Every API endpoint has at least one row for success AND at least one row for an error state
+- [ ] Every Screen Model has at least one row for loaded AND at least one row for an error state
+- [ ] Every N/A cell carries a rationale from the key above (not just "N/A")
+- [ ] Every contract referenced appears in `contracts/modules.md`
+- [ ] Every task ID (Txxx) appears in `tasks.md` (or is marked T??? if tasks not yet generated)
+- [ ] Impact table covers every contract with downstream dependents
+
+#endregion Std.Opencode.Traceability
 ```
 
 **Generation rules:**
-- One row per unique (Story, API Endpoint, Screen) tuple
-- Model column: `[TYPE Model]` contract ID from `screen-models.md`
-- API column: endpoint from `api-ux.md` or `contracts/modules.md`
+- One row per unique (Story/Requirement, UX State, API Endpoint) tuple — happy path AND error states each get rows
+- UX Screen+State column: format `route/name (state)` — e.g., `/dashboards (loaded)`, `/migration (NET_02 timeout)`
+- Model column: `[TYPE Model]` contract ID from `screen-models.md`, or N/A with rationale
+- API column: `operationId` from OpenAPI spec (if generated), otherwise endpoint path. Or N/A with rationale.
+- Contract column: contract ID from `contracts/modules.md`
 - Task columns: task IDs from `tasks.md` (to be filled after `/speckit.tasks` — leave as `T???` if tasks not yet generated)
-- Test column: test contract ID pattern `Test.<Domain>.<Name>`
+- Test column: test contract ID pattern `Test.<Domain>.<Name>` or N/A with rationale
 - Impact table: derived from `@RELATION` edges in contracts — invert the dependency graph
 - Grep-friendly: `grep "Dashboards.Hub" traceability.md` → all rows for that model
 - Agent zombie mode: without MCP tools, `grep "<contract>" traceability.md` replaces `impact_analysis`
+- **N/A discipline**: Every N/A cell MUST include a brief rationale from the key, never just "N/A"
+- **Coverage gate**: Must be completed and checked before `plan.md` is considered final
+- **Backend-only features**: UX Screen, Screen Model, Frontend Task columns are N/A — backend-only. API and contract columns are filled normally.
+- **Frontend-only features**: API operationId column is N/A — frontend-only (unless calling existing APIs)
 
 ## Key Rules
 

.agents/commands/speckit.prototype.md

@@ -0,0 +1,271 @@
+---
+description: Generate a feature-local interactive HTML prototype from UX contracts, producing specs/<feature>/prototype/index.html plus a prototype manifest and state-coverage report. No production source mutation.
+handoffs:
+  - label: Generate OpenAPI Spec
+    agent: speckit.openapi
+    prompt: Derive OpenAPI 3.1 from the prototype states and UX contracts
+    send: true
+  - label: Build Technical Plan
+    agent: speckit.plan
+    prompt: Create a Python/Svelte implementation plan using the validated prototype as interaction reference
+    send: true
+---
+
+## User Input
+
+```text
+$ARGUMENTS
+```
+
+You **MUST** consider the user input before proceeding (if not empty).
+
+## Applicability
+
+This command is applicable ONLY when the feature has a UI surface. For backend-only features, skip gracefully with: "No UI surface detected — prototype not applicable. Proceed to `/speckit.openapi` or `/speckit.plan`."
+
+**Decision gate**: If `FEATURE_DIR/contracts/ux/` exists (from `/speckit.ux`), generate the full prototype. If only `ux_reference.md` exists, generate a lightweight prototype from the reference. If neither exists, skip.
+
+## Principle
+
+You are generating a **read-only, interactive HTML artifact** that validates UX contract states against actual browser behavior. The prototype is a **design verification tool**, not production code. It proves that every declared `@UX_STATE` can be reached, that `@UX_FEEDBACK` mechanisms work, and that `@UX_RECOVERY` paths are traversable — all without touching `frontend/src/`.
+
+**Design fidelity is mandatory, not optional**: the prototype MUST visually match the application's real design system. It is built by **copying the exact utility classes and design tokens from the production Svelte components**, not by inventing a parallel "prototype style". A prototype that looks different from the app fails its purpose — reviewers cannot judge states they will never see in production. If you find yourself writing a custom hex color, custom radius, or custom shadow that is not in `frontend/tailwind.config.js`, you are doing it wrong.
+
+## Outline
+
+### Phase 0: Pre-Flight
+
+1. **Setup**: Run `.specify/scripts/bash/check-prerequisites.sh --json --paths-only` from repo root. Parse `FEATURE_DIR`.
+2. **Verify applicability**: Check for `FEATURE_DIR/contracts/ux/` or `FEATURE_DIR/ux_reference.md`. If neither exists and no UI surface is indicated, report skip and exit.
+3. **Load context**:
+   - `FEATURE_DIR/spec.md` — user stories and acceptance criteria
+   - `FEATURE_DIR/ux_reference.md` — interaction reference
+   - `FEATURE_DIR/contracts/ux/screen-models.md` — model inventory (if exists)
+   - `FEATURE_DIR/contracts/ux/api-ux.md` — API shapes for realistic mock data (if exists)
+   - `FEATURE_DIR/contracts/ux/<screen>-ux.md` — per-screen UX contracts (if exists)
+   - `.opencode/skills/semantics-svelte/SKILL.md` — §VI canonical FSM template, §VII design tokens
+   - `frontend/tailwind.config.js` — **design token SSOT**: semantic color palette (primary/secondary/destructive/success/warning/info/ghost/surface/border/text), typography, spacing, radius
+   - `frontend/src/app.css` — global styles and motion preferences
+   - `frontend/src/lib/ui/` — existing design-system atom inventory (Button, Card, Input, Select, Badge, PageHeader, Skeleton, EmptyState, Pagination, etc.)
+   - `frontend/src/lib/components/` — existing composite widget inventory
+   - `frontend/src/lib/ui/index.ts` — component export index
+   - **Every `.svelte` component the prototype will use** — read the full source to copy its exact class strings
+
+### Phase 0.5: Design System Alignment (MANDATORY — before any HTML)
+
+Extract the **design system truth** from production sources. This phase produces a working set of tokens and class recipes that the prototype MUST use verbatim.
+
+**Step 1 — Extract design tokens** from `frontend/tailwind.config.js`:
+- Semantic palette: `primary.*`, `secondary.*`, `destructive.*`, `success.*`, `warning.*`, `info.*`, `ghost.*`, `surface.*`, `border.*`, `text.*`, `brand.*`, `terminal.*` (if applicable)
+- Record hex values exactly: e.g. `primary.DEFAULT = #2563eb`, `primary.hover = #1d4ed8`, `surface.page = #f8fafc`, `text.muted = #64748b`
+- Record widths (sidebar 240px), font families (JetBrains Mono for terminal)
+
+**Step 2 — Extract component class recipes** from `frontend/src/lib/ui/*.svelte`:
+- Read the full source of each component the prototype uses (Button, Card, Badge, PageHeader, Input, Select, Skeleton, EmptyState, Pagination, ConfirmDialog, Toast if used)
+- Copy the exact `class` strings from the Svelte template, e.g.:
+  - `Button` base: `inline-flex items-center justify-center font-medium transition-colors focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-offset-2 disabled:pointer-events-none disabled:opacity-50 rounded-md`
+  - `Button` primary: `bg-primary text-white hover:bg-primary-hover focus-visible:ring-primary-ring`
+  - `Button` sizes: `sm: h-8 px-3 text-xs`, `md: h-10 px-4 py-2 text-sm`, `lg: h-12 px-6 text-base`
+  - `Card`: `rounded-lg border border-border bg-surface-card text-text shadow-sm`, padding `p-6` (md)
+  - `Badge` variants: `bg-success-light text-success`, `bg-warning-light text-warning`, `bg-destructive-light text-destructive`, `bg-info-light text-info`, `bg-primary-light text-primary`, `bg-surface-muted text-text-muted`; shape `rounded-full text-xs font-medium`
+  - `PageHeader`: `flex items-center justify-between mb-8`, title `text-3xl font-bold tracking-tight text-text`
+  - `EmptyState`: read source, copy its structure and classes
+  - `Skeleton`: `animate-pulse` + muted surface classes
+- **If the app uses dark mode / terminal palette** (log viewer, task drawer): replicate `terminal.bg`/`terminal.surface`/`terminal.border` where the feature touches those surfaces
+
+**Step 3 — Build the prototype stylesheet as a Tailwind-utility shim**:
+- The prototype is a single self-contained HTML file (no build step). Inline the **Tailwind utility classes the app actually uses** as a minimal CSS shim: for every class string copied in Step 2, write the CSS rule that implements it (e.g. `.bg-primary { background-color: #2563eb; }`, `.hover\:bg-primary-hover:hover { background-color: #1d4ed8; }`).
+- **Color values MUST come only from `tailwind.config.js`.** No invented hex codes. If a color is needed that is not a token, use the nearest semantic token.
+- Keep the shim scoped and complete: every class used in the HTML body MUST have a definition in the `<style>` block.
+
+### Phase 1: Extract Representational States
+
+From the loaded UX contracts and reference docs, build the **representative state inventory**:
+
+For each screen identified in the feature:
+1. **Mandatory states** (from UX contracts or inferred):
+   - `idle` — before any user action
+   - `loading` — during async operation
+   - `loaded` — data visible, ready
+   - `empty` — no data (first use or filtered)
+   - `error` — failure state with recovery
+2. **Story-specific states** (from per-screen UX contracts):
+   - Every distinct `@UX_STATE` declared in contracts
+   - Every `@UX_FEEDBACK` mechanism (toast, inline error, modal)
+   - Every `@UX_RECOVERY` path (retry, cancel, navigate away)
+3. **Edge states** (from Phase 2 of `/speckit.ux`):
+   - Stale data with refresh indicator
+   - Partial data (some loaded, some failed)
+   - Background update notification
+   - Rate-limited with countdown
+   - Network offline with reconnection
+
+**State coverage requirement**: Every `@UX_STATE` declared in UX contracts MUST be represented. Every declared `@UX_RECOVERY` path MUST be reachable from its error state. Output a **state coverage table** in the manifest showing contract → prototype mapping.
+
+### Phase 2: Build Static Prototype
+
+Create `specs/<feature>/prototype/index.html`:
+
+**Mandatory structure**:
+```html
+<!DOCTYPE html>
+<html lang="en">
+<head>
+  <meta charset="UTF-8">
+  <meta name="viewport" content="width=device-width, initial-scale=1.0">
+  <title>[Feature] — Interactive Prototype</title>
+  <style>
+    /* Embedded styles — no external deps */
+    /* Use Tailwind-like utility classes matching design tokens */
+    /* Responsive: mobile-first with breakpoints at 640px, 768px, 1024px */
+  </style>
+</head>
+<body>
+  <!-- State Switcher (top bar, always visible) -->
+  <nav class="prototype-state-switcher">...</nav>
+  
+  <!-- Screen content — one <section> per screen -->
+  <main>
+    <section id="screen-1" class="prototype-screen">...</section>
+  </main>
+  
+  <script>
+    // Inline JavaScript for state switching
+    // No frameworks, no build step, no external deps
+    // All states toggleable via the state switcher
+  </script>
+</body>
+</html>
+```
+
+**Rules**:
+- **Single file**: `index.html` is self-contained. All CSS and JS are inline. No external dependencies by default.
+- **USE THE REAL CLASS RECIPES — verbatim**: Every interactive element, container, and label in the prototype MUST carry the **exact same Tailwind class strings** as the production component it represents (from Phase 0.5 Step 2). Do NOT simplify, rename, or "clean up" production classes. Examples:
+  - Buttons: `class="inline-flex items-center justify-center font-medium transition-colors focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-offset-2 disabled:pointer-events-none disabled:opacity-50 rounded-md bg-primary text-white hover:bg-primary-hover focus-visible:ring-primary-ring h-10 px-4 py-2 text-sm"`
+  - Cards: `class="rounded-lg border border-border bg-surface-card text-text shadow-sm p-6"`
+  - Badges: `class="inline-flex items-center gap-1.5"` wrapper + `class="rounded-full px-2.5 py-1 text-xs font-medium bg-success-light text-success"`
+  - PageHeader: `class="flex items-center justify-between mb-8"` + `class="text-3xl font-bold tracking-tight text-text"`
+- **Tokens from `tailwind.config.js` only**: The CSS shim's color/radius/shadow/spacing values MUST be the exact hex/px from `frontend/tailwind.config.js`. Zero invented values. If you cannot find a token for a needed style, use the nearest semantic token or note it in the manifest as a design gap.
+- **Match component behavior**: Disabled buttons get `disabled:opacity-50` + `disabled:pointer-events-none`; loading buttons show the spinner SVG with `animate-spin`; skeletons use `animate-pulse`; badges use the semantic variant pair (`bg-*-light text-*`).
+- **No production source mutation**: The prototype lives in `specs/<feature>/prototype/`. It NEVER writes to `frontend/src/`.
+- **Accessibility**: All interactive elements MUST have: appropriate ARIA roles, `aria-live` regions for dynamic content, keyboard navigation (Tab/Enter/Space), focus management (match `focus-visible:ring-2` classes), minimum 44×44px touch targets on mobile, and `alt` text for images/icons.
+- **Responsive**: Match the app's actual breakpoints (mobile-first; Tailwind sm 640px / md 768px / lg 1024px). Test on both viewports via the state switcher's viewport toggle.
+- **State switcher**: A fixed toolbar at the top of the prototype that allows:
+  - Switching between screens (if multiple)
+  - Toggling between states for each screen
+  - Toggling viewport size (desktop 1280px / mobile 375px)
+  - Shows CURRENT state name, can trigger transitions (loading → loaded, loaded → error, etc.)
+  - **The switcher itself is a prototype chrome, not app UI** — it may use plain styling, but every element INSIDE the screen sections must use production classes
+- **Realistic mock data**: Use data shapes from `api-ux.md` to populate loaded states with plausible content. Empty states show realistic empty-state components. Error states show realistic error messages.
+
+### Phase 3: Generate Prototype Manifest
+
+Create `specs/<feature>/prototype/manifest.md`:
+
+```markdown
+#region Std.Opencode.PrototypeManifest [C:3] [TYPE ADR] [SEMANTICS prototype,manifest,[DOMAIN]]
+@defgroup Prototype Interactive HTML prototype manifest for [FEATURE].
+
+## Prototype Metadata
+- **Feature**: [feature name]
+- **Source contracts**: contracts/ux/
+- **Screens represented**: N
+- **Total states**: N
+- **Accessibility validations**: keyboard nav, ARIA roles, touch targets, focus management
+- **Responsive breakpoints**: 375px (mobile), 1280px (desktop)
+
+## State Coverage
+| Screen | @UX_STATE Contract | Prototype State | Reachable? | Recovery Path |
+|--------|-------------------|-----------------|------------|---------------|
+| Dashboard | idle | idle (default) | ✅ | — |
+| Dashboard | loading | loading (3s auto) | ✅ | — |
+| Dashboard | loaded | loaded (with mock data) | ✅ | — |
+| Dashboard | empty | empty (no data mock) | ✅ | — |
+| Dashboard | error | error (network fail) | ✅ | retry button → loading |
+| Dashboard | stale | stale (cached + indicator) | ✅ | refresh button |
+
+## Screen ↔ Story Traceability
+| Prototype Screen | User Story | UX Contract | Acceptance Criteria Verified |
+|-----------------|------------|-------------|------------------------------|
+| /dashboard | US1: View Dashboards | DashboardUx | AC1: list loads, AC2: empty state |
+| /migration | US2: Migrate Items | MigrationUx | AC1: step wizard, AC2: error recovery |
+
+## Validation Results
+- [ ] All @UX_STATE contracts reachable via state switcher
+- [ ] All @UX_RECOVERY paths traversable
+- [ ] Keyboard navigation: Tab order verified
+- [ ] Touch targets: ≥44×44px on mobile viewport
+- [ ] ARIA: live regions for loading/error states
+- [ ] No broken links or dead-end states
+- [ ] Responsive layout: mobile viewport does not overflow
+
+## Design System Reuse
+| Element | Source | Prototype Mapping |
+|---------|--------|-------------------|
+| Button | $lib/ui/Button.svelte | Same class string: `bg-primary text-white hover:bg-primary-hover ... h-10 px-4 py-2 text-sm` |
+| Card | $lib/ui/Card.svelte | Same class string: `rounded-lg border border-border bg-surface-card text-text shadow-sm p-6` |
+| Badge | $lib/ui/Badge.svelte | Same class string: `rounded-full px-2.5 py-1 text-xs font-medium bg-{variant}-light text-{variant}` |
+| Skeleton | $lib/ui/Skeleton.svelte | `animate-pulse` + muted surface |
+| EmptyState | $lib/ui/EmptyState.svelte | Copy structure + classes from source |
+| PageHeader | $lib/ui/PageHeader.svelte | Same class string: `flex items-center justify-between mb-8` + `text-3xl font-bold tracking-tight text-text` |
+| Input | $lib/ui/Input.svelte | Copy classes from source |
+| Select | $lib/ui/Select.svelte | Copy classes from source |
+
+## Design Token Audit (MANDATORY)
+
+Every color/radius/shadow/spacing value used in the prototype MUST trace to `frontend/tailwind.config.js`. Complete this table during build:
+
+| Token (tailwind.config.js) | Hex / Value | Used in prototype (elements) |
+|----------------------------|-------------|------------------------------|
+| `primary.DEFAULT` | `#2563eb` | primary buttons, active states |
+| `primary.hover` | `#1d4ed8` | primary button hover |
+| `primary.light` | `#eff6ff` | `bg-primary-light` badge variant |
+| `destructive.DEFAULT` | `#dc2626` | destructive buttons, error accents |
+| `destructive.light` | `#fef2f2` | `bg-destructive-light` badge variant |
+| `success.DEFAULT` / `success.light` | `#22c55e` / `#f0fdf4` | success badges |
+| `warning.DEFAULT` / `warning.light` | `#f59e0b` / `#fffbeb` | warning badges |
+| `info.DEFAULT` / `info.light` | `#0ea5e9` / `#f0f9ff` | info badges |
+| `surface.page` | `#f8fafc` | page background |
+| `surface.card` | `#ffffff` | card background |
+| `border.DEFAULT` | `#e2e8f0` | borders |
+| `text.DEFAULT` / `text.muted` | `#0f172a` / `#64748b` | body / secondary text |
+| `brand.gradient-*` | `#0ea5e9 → #06b6d4 → #4f46e5` | brand elements (if applicable) |
+| `terminal.*` | dark palette | only if feature touches log/task surfaces |
+
+**Audit gate**: scan the final `index.html` for any hex color (`#[0-9a-fA-F]{3,6}`) or hardcoded px radius that does NOT appear in the token table above. Every such value is a FAIL — replace with the nearest semantic token or document in the manifest as an intentional design gap with the production source that defines it.
+
+#endregion Std.Opencode.PrototypeManifest
+```
+
+### Phase 4: Browser Validation
+
+Open `specs/<feature>/prototype/index.html` in the browser and validate:
+
+1. **State coverage**: Cycle through every state via the state switcher. Confirm each declared `@UX_STATE` is visually represented.
+2. **Recovery paths**: From each error state, verify the recovery action leads to the correct next state (retry → loading, dismiss → idle, etc.).
+3. **Keyboard navigation**: Tab through all interactive elements. Confirm focus rings are visible (match `focus-visible:ring-2` classes). Confirm Enter/Space activate buttons and links.
+4. **Responsive**: Toggle viewport size. Confirm layout adapts without overflow or broken alignment.
+5. **Accessibility snapshot**: Use browser DevTools accessibility tree to confirm ARIA roles and labels are correct.
+6. **Design fidelity (MANDATORY)**: Visually compare the prototype against the real app's equivalent components (open `frontend/` dev server or reference screenshots). Confirm:
+   - Colors match the semantic palette (buttons, badges, alerts use identical hues)
+   - Typography scale matches (PageHeader `text-3xl font-bold`, buttons `text-sm`, badges `text-xs`)
+   - Spacing/padding matches (Card `p-6`, Button `px-4 py-2`, gaps `gap-1.5`/`gap-4`)
+   - Radius matches (`rounded-md` buttons, `rounded-lg` cards, `rounded-full` badges)
+   - Shadows match (`shadow-sm` cards)
+   - Any mismatch is recorded in the manifest as a design gap with a fix note
+
+Record results in `manifest.md` under "Validation Results" and "Design Token Audit".
+
+### Phase 5: Report
+
+Report:
+- Prototype path: `specs/<feature>/prototype/index.html`
+- Manifest path: `specs/<feature>/prototype/manifest.md`
+- Screens represented: N
+- Total states: N
+- State coverage: N/N contracts reachable (100% required)
+- Recovery paths: N/N traversable
+- Accessibility: keyboard nav ✅/❌, ARIA ✅/❌, touch targets ✅/❌
+- **Design fidelity**: ✅ all colors/radius/shadows from `tailwind.config.js`; N production components replicated with verbatim class strings; N design gaps documented
+- **Token audit**: N/N hex values traced to `tailwind.config.js` (100% required)
+- Recommended next command: `/speckit.openapi` (if API surface) or `/speckit.plan`

.agents/commands/speckit.resume.md

@@ -0,0 +1,206 @@
+---
+description: Reconstruct active feature and phase state after interruption. Read-only except for an optional specs/<feature>/resume.md bounded snapshot. Never mark tasks complete or rerun create-new-feature.
+---
+
+## User Input
+
+```text
+$ARGUMENTS
+```
+
+You **MUST** consider the user input before proceeding (if not empty).
+
+## Principle
+
+You are recovering state after an interruption — agent crash, context loss, session timeout, or user returning after a break. You do NOT modify user changes, mark tasks complete, or create new feature branches. Your job is to inspect what exists and report exactly where the workflow stands.
+
+## Outline
+
+### Phase 0: Read-Only Pre-Flight
+
+1. **Run prerequisites**: Run `.specify/scripts/bash/check-prerequisites.sh --json --paths-only` from repo root. Parse `FEATURE_DIR`, `FEATURE_SPEC`, `IMPL_PLAN`, `TASKS`.
+2. **Check git status** (do NOT modify working tree):
+   ```bash
+   git status --short
+   git branch --show-current
+   git log --oneline -5
+   ```
+   Report: current branch, uncommitted changes count, recent commits. If on a feature branch (`NNN-short-name`) that matches the detected `FEATURE_DIR`, confirm alignment. If branch and `FEATURE_DIR` mismatch, report the inconsistency (do NOT switch branches).
+
+### Phase 1: Phase Detection — Which Workflow Phase Are We In?
+
+Inspect artifacts to determine the current phase. Use this decision tree:
+
+| Artifact Present? | Phase |
+|-------------------|-------|
+| No `FEATURE_DIR/spec.md` | **Pre-Spec** — run `/speckit.specify` |
+| `spec.md` exist, no `plan.md` | **Specification** — after `/speckit.specify`, before `/speckit.plan`. Check for `/speckit.clarify` state. |
+| `spec.md` + `plan.md`, no `tasks.md` | **Planning** — after `/speckit.plan`, before `/speckit.tasks` |
+| `spec.md` + `plan.md` + `tasks.md`, no `validation.md` | **Task Decomposition** — after `/speckit.tasks`, before `/speckit.validate` or `/speckit.implement` |
+| `validation.md` exists with PASS | **Ready to Implement** — run `/speckit.implement` |
+| `validation.md` exists with BLOCKED | **Blocked** — resolve findings, re-run `/speckit.validate` |
+| Tasks partially checked `[x]` | **Mid-Implementation** — some tasks done, some remaining |
+
+### Phase 2: Artifact Inventory
+
+Inspect all artifacts in `FEATURE_DIR/` and list their state:
+
+| Artifact | Path | Exists? | Size | Last Content Change |
+|----------|------|:-------:|------|---------------------|
+| spec.md | `FEATURE_DIR/spec.md` | ✅/❌ | N lines | [date] |
+| ux_reference.md | `FEATURE_DIR/ux_reference.md` | ✅/❌ | N lines | [date] |
+| plan.md | `FEATURE_DIR/plan.md` | ✅/❌ | N lines | [date] |
+| research.md | `FEATURE_DIR/research.md` | ✅/❌ | N lines | [date] |
+| data-model.md | `FEATURE_DIR/data-model.md` | ✅/❌ | N lines | [date] |
+| traceability.md | `FEATURE_DIR/traceability.md` | ✅/❌ | N lines | [date] |
+| quickstart.md | `FEATURE_DIR/quickstart.md` | ✅/❌ | N lines | [date] |
+| tasks.md | `FEATURE_DIR/tasks.md` | ✅/❌ | N lines | [date] |
+| contracts/modules.md | `FEATURE_DIR/contracts/modules.md` | ✅/❌ | N lines | [date] |
+| contracts/ux/ | `FEATURE_DIR/contracts/ux/` | ✅/❌ | N files | [date] |
+| prototype/index.html | `FEATURE_DIR/prototype/index.html` | ✅/❌ | N bytes | [date] |
+| contracts/openapi.yaml | `FEATURE_DIR/contracts/openapi.yaml` | ✅/❌ | N lines | [date] |
+| validation.md | `FEATURE_DIR/validation.md` | ✅/❌ | PASS/BLOCKED | [date] |
+| fixtures/manifest.md | `FEATURE_DIR/fixtures/manifest.md` | ✅/❌ | N lines | [date] |
+| checklists/ | `FEATURE_DIR/checklists/` | ✅/❌ | N files | [date] |
+
+For each artifact that exists, note whether it appears complete or truncated (does the last line look like a proper end-of-file or does it cut off mid-sentence?).
+
+### Phase 3: Task Progress Inspection
+
+If `tasks.md` exists:
+
+1. **Parse task checkboxes**:
+   ```bash
+   grep -c '\[x\]' FEATURE_DIR/tasks.md  # completed
+   grep -c '\[ \]' FEATURE_DIR/tasks.md  # remaining
+   grep -c '\[.\]' FEATURE_DIR/tasks.md  # total
+   ```
+
+2. **Phase-by-phase breakdown**:
+   | Phase | Total | Done | Remaining | Status |
+   |-------|:-----:|:----:|:---------:|--------|
+   | Phase 1: Setup | N | N | N | ✅/🔄/⏳ |
+   | Phase 2: Foundational | N | N | N | ✅/🔄/⏳ |
+   | Phase 3: US1 | N | N | N | ✅/🔄/⏳ |
+   | ... | | | | |
+
+3. **Inconsistent partial phase detection**: If a phase has some `[x]` and some `[ ]` tasks, that phase is **in progress**. Report which phase is partially complete and which specific tasks remain.
+
+4. **Implementation evidence**: For each completed `[x]` task, check if the referenced file path exists:
+   ```bash
+   # For each [x] task that mentions a file path:
+   ls -la <file_path> 2>/dev/null || echo "MISSING"
+   ```
+   If a task is marked complete but the referenced file does not exist → **INCONSISTENCY**: flag as potential false completion.
+
+### Phase 4: Axiom Health Check
+
+1. `axiom_search({operation="status"})` — index status
+2. `axiom_search({operation="workspace_health"})` — orphans, unresolved relations
+
+Report: index freshness, orphan count, any unresolved relations that match this feature's scope.
+
+### Phase 5: Test Evidence
+
+If `FEATURE_DIR/quickstart.md` exists, run the applicable verification commands and report results:
+
+```bash
+# If backend work was in progress:
+cd backend && source .venv/bin/activate && python -m pytest -v --co 2>/dev/null | tail -5
+# If frontend work was in progress:
+cd frontend && npm run test 2>/dev/null | tail -10
+```
+
+Report: test pass/fail counts, any regressions.
+
+### Phase 6: Produce Resume Snapshot (Optional Write)
+
+If the user wants a bounded snapshot (they say "save state" or explicitly request), write `specs/<feature>/resume.md`:
+
+```markdown
+#region Std.Opencode.ResumeSnapshot [C:2] [TYPE ADR] [SEMANTICS resume,snapshot,[DOMAIN]]
+@BRIEF Workflow resume snapshot — current phase, completed items, remaining items, blockers.
+
+**Feature**: [feature name]
+**Branch**: [branch]
+**Snapshot Date**: [DATE/TIME]
+
+## Current Phase: [Phase Name]
+
+## Completed
+- Phase 1: Setup ✅ (N/N tasks)
+- Phase 2: Foundational ✅ (N/N tasks)
+- specs/xxx/contracts/modules.md ✅
+
+## Remaining
+- [ ] T017: Implement Core.Auth.Login (next task)
+- [ ] Phase 3: US1 — N remaining tasks
+- [ ] Phase 4: US2 — not started
+- [ ] Phase N: Polish — not started
+
+## Blockers
+- [none / describe]
+
+## Next Command
+`/speckit.implement` — continue from Phase 3, task T017
+
+## Verification Snapshot
+- Backend tests: N passed, N failed
+- Frontend tests: N passed, N failed
+- Lint: clean / N warnings
+- Axiom index: FRESH / STALE
+
+#endregion Std.Opencode.ResumeSnapshot
+```
+
+**This is the ONLY write this command may perform.** All other operations are read-only.
+
+### Phase 7: Report
+
+Output a concise resume report:
+
+```
+━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
+🔍 speckit.resume — Feature State Recovery
+━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
+Feature: [feature name]
+Branch: [branch]
+Artifacts: N present, N missing
+
+📊 Current Phase: [Phase Name]
+
+✅ Completed:
+   - Phase 1 Setup: N/N tasks
+   - Phase 2 Foundational: N/N tasks
+   - Contracts: modules.md, data-model.md
+
+🔄 In Progress:
+   - Phase 3 US1: N/N tasks done (task T017 next)
+
+⏳ Not Started:
+   - Phase 4 US2: N tasks
+   - Phase 5 Polish: N tasks
+
+⚠️ Blockers: [none / list]
+
+📋 Exact Next Command:
+   /speckit.implement — continue from Phase 3, task T017
+   OR (if pre-implementation)
+   /speckit.validate — run pre-implementation validation gate
+   OR (if blocked)
+   Resolve [blocker], then re-run /speckit.validate
+
+📁 Uncommitted Changes: N files
+💾 Axiom Index: FRESH / STALE
+━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
+```
+
+## Behavior Rules
+
+- **NEVER** mark tasks complete — this is read-only inspection.
+- **NEVER** run `create-new-feature.sh` — the feature branch already exists.
+- **NEVER** switch branches or modify `git` state.
+- **NEVER** modify user changes — `git status` reports uncommitted work, preserve it.
+- If no feature is detected (no spec.md, no feature branch), report: "No active feature detected. Run `/speckit.specify` to start a new feature."
+- If the branch name does not match the `FEATURE_DIR` name, report the mismatch but do NOT resolve it automatically.
+- If `tasks.md` is corrupt or unparsable, report the corruption and suggest re-running `/speckit.tasks`.

.agents/commands/speckit.specify.md

@@ -1,13 +1,14 @@
 ---
 description: Create or update the feature specification from a natural-language feature description for the superset-tools project (Python backend + Svelte frontend).
 handoffs:
-  - label: Build Technical Plan
-    agent: speckit.plan
-    prompt: Create a Python/Svelte implementation plan for the active feature
   - label: Clarify Spec Requirements
     agent: speckit.clarify
     prompt: Clarify specification requirements
     send: true
+  - label: Design UX (if UI)
+    agent: speckit.ux
+    prompt: Design the user experience for the active feature
+    send: true
 ---
 
 ## User Input
@@ -78,4 +79,7 @@ Report:
 - `spec.md` path
 - `ux_reference.md` path
 - checklist path and status
-- readiness for `/speckit.clarify` or `/speckit.plan`
+- feature type: backend-only / frontend-only / fullstack
+- readiness for `/speckit.clarify` (always applicable)
+- if UI surface: readiness for `/speckit.ux` after clarify
+- if no UI surface: readiness for `/speckit.plan` after clarify

.agents/commands/speckit.tasks.md

@@ -5,9 +5,9 @@ handoffs:
     agent: speckit.analyze
     prompt: Run a cross-artifact consistency analysis for the feature
     send: true
-  - label: Implement Project
-    agent: speckit.implement
-    prompt: Start implementation in phases for the feature
+  - label: Validate Before Implementation
+    agent: speckit.validate
+    prompt: Run the pre-implementation validation gate after consistency analysis
     send: true
 ---
 
@@ -98,12 +98,13 @@ Each story phase must end with:
 - a verification task against `ux_reference.md` interpreted as the operator/caller interaction contract
 - a semantic audit / verification task tied to repository validators and touched contracts
 
-Typical verification tasks may include:
-- `cd backend && source .venv/bin/activate && python -m pytest backend/tests/test_*.py -v`
-- `cd backend && python -m ruff check .`
-- `cd frontend && npm run lint`
-- `cd frontend && npm run test`
-- `cd frontend && npm run build`
+Typical verification tasks may include (all timeout-protected via root Makefile):
+- `make test-unit` — backend unit tests (SQLite, no Docker, <120s)
+- `make test-frontend` — frontend vitest tests
+- `make test-related F=path/to/changed_file.py` — smart selection via @RELATION BINDS_TO
+- `make lint` — ruff + eslint
+- `make coverage` — backend + frontend coverage reports
+- `cd frontend && npm run build` — production build check
 
 Only include the commands that are truly required by the feature scope.
 

.agents/commands/speckit.test.md

@@ -21,9 +21,15 @@ Run the full verification loop for the touched superset-tools scope:
 1. **Mocking discipline audit** — scan every test file in scope, classify every mock/spy/stub/patch, flag violations
 2. **Auto-fix violations** — correct SUT mocks and Logic Mirrors (no flag needed; fix by default)
 3. **Semantic audit** — contract density, belief runtime, rejected-path regression
-4. **Executable tests** — run pytest + vitest + lint
+4. **Executable tests** — run pytest + vitest + lint via `make test` (tiered, timeout-protected)
 5. **Documentation** — mock audit report + coverage summary + ADR guardrail status
 
+**When to use `/speckit.test` vs `/test.*`:** Use this command for COMPREHENSIVE audit (mocking + semantic + execution) on a feature batch. For quick verify loops during development (just run tests, no audit), use the lightweight alternatives:
+- `/test.unit` — fast unit tests (backend + frontend, <30s)
+- `/test.related` — only tests linked to a changed file via `@RELATION BINDS_TO`
+- `/test.coverage` — coverage reports only
+- `/test.all` — full suite + coverage
+
 ## Operating Constraints
 
 ### Golden Rules (from `semantics-testing` skill)
@@ -221,20 +227,35 @@ For UI features, use browser validation via `chrome-devtools` MCP.
 
 ### 8. Execute Verifiers
 
-Run the full verification stack for the touched scope:
+Run the full verification stack for the touched scope. The project Makefile provides tiered targets with built-in timeout protection:
 
 ```bash
-# Backend
-cd backend && source .venv/bin/activate && python -m pytest -v
-python -m ruff check backend/src/ backend/tests/
+# Tier 1: Fast unit tests (no Docker, <120s timeout)
+make test-unit          # backend SQLite tests
+make test-frontend      # frontend vitest tests
 
-# Frontend
-cd frontend && npm run test
-npm run lint
-npm run build
+# Tier 1 alt: Smart test selection (only tests related to changed files)
+make test-related F=backend/src/path/to/changed_file.py
+
+# Linting (ruff + eslint)
+make lint
+
+# Coverage (optional — run after tests pass)
+make coverage
+
+# Tier 2: Integration tests (requires Docker, <600s timeout)
+# Only when the scope includes integration boundaries
+make test-integration
+
+# Full suite (unit + integration + coverage)
+make test-all
 ```
 
-Use narrower test runs when sufficient, then widen verification when finalizing.
+**Timeout safety**: All `make test-*` targets are wrapped with `timeout N` shell guards. Unit tests have 120s; integration tests have 600s. The agent NEVER hangs on a hung test.
+
+**Narrow-first principle**: Start with `make test-unit` for backend changes, `make test-frontend` for frontend changes. Use `make test-related F=<file>` to run only semantically-linked tests. Widen to `make test` (both layers) when finalizing.
+
+**When to run integration tests**: Only when the scope includes files under `backend/tests/integration/` or when the change touches Docker/testcontainers fixtures. Otherwise, skip.
 
 ### 9. Test Documentation
 
@@ -326,9 +347,9 @@ Produce a single Markdown test report containing all of the following sections:
 ```
 
 ### 2. Coverage Summary
-- Commands executed
+- Commands executed: `make coverage` (backend pytest-cov + frontend vitest v8)
 - Pass/fail counts per layer
-- Coverage percentage (if available)
+- Coverage percentage: backend statement/line %, frontend statement/line/function/branch % with threshold comparison
 
 ### 3. Semantic Audit Verdict
 - Contract density check results

.agents/commands/speckit.ux.md

@@ -1,13 +1,18 @@
 ---
-description: Interactive UX design session — asks questions, presents alternatives, exhaustively designs every screen state, then generates Screen Model code and UX contracts.
+description: Interactive UX design session — asks questions, presents alternatives, exhaustively designs every screen state (systematic edge/failure matrix), then generates Screen Model code and UX contracts.
 handoffs:
+  - label: Generate HTML Prototype
+    agent: speckit.prototype
+    prompt: Build an interactive HTML prototype from the UX contracts and state matrix
+    send: true
+  - label: Generate OpenAPI Spec
+    agent: speckit.openapi
+    prompt: Derive OpenAPI 3.1 from the UX contracts and API shapes
+    send: true
   - label: Build Technical Plan
     agent: speckit.plan
     prompt: Create a Python/Svelte implementation plan using the UX contracts
     send: true
-  - label: Create Tasks
-    agent: speckit.tasks
-    prompt: Break the plan into executable tasks referencing UX contracts
 ---
 
 ## User Input
@@ -66,9 +71,55 @@ D) Real-time stream: WebSocket updates, auto-scroll
 
 Present 2-3 concrete alternatives with tradeoffs. Wait for user response before continuing to the next question.
 
-### Phase 2: State Exhaustion — EVERY screen state
+### Phase 2: State Exhaustion — Systematic Edge & Failure Matrix
 
-For each screen, work through ALL states exhaustively. This is where most UX bugs hide — the states between "loading" and "loaded".
+For each screen, work through ALL states exhaustively. This is where most UX bugs hide — the states between "loading" and "loaded". Use the **systematic edge/failure state matrix** below to ensure NO state class is missed.
+
+#### Edge & Failure State Matrix (Systematic)
+
+Every screen MUST evaluate each of these state classes. Mark each as **Applicable (with concrete UX)** or **Not Applicable (with rationale)**. Never blanket-reject a state class without evidence.
+
+| # | State Class | Probability | Trigger | Visual/Feedback | Recovery | Test Ownership |
+|---|-------------|:-----------:|---------|-----------------|----------|:---:|
+| **NET_01** | Network offline | Medium | `navigator.onLine == false` | Offline banner at top, disabled actions | Auto-retry on reconnect (`online` event); manual "Retry" button | L2 |
+| **NET_02** | Timeout (>30s no response) | Medium | AbortController timeout | Toast: "Request timed out" + progress bar retry countdown | Retry with exponential backoff (3 attempts); "Cancel" button | L1+L2 |
+| **NET_03** | Retry exhaustion | Low | 3 failed retries | Persistent error banner: "Could not reach server. Check your connection." + manual retry button | Manual retry; "Contact support" link if persists 5min | L1+L2 |
+| **VAL_01** | Field validation error | High | On blur / on submit | Inline red border + error message below field | Re-type and re-submit; clear error on field focus | L1+L2 |
+| **VAL_02** | Form-level validation (cross-field) | Medium | On submit | Toast or summary banner listing all errors + scroll to first error | Fix all fields and re-submit | L1+L2 |
+| **AUTH_01** | 401 Unauthorized | Medium | Expired/no token | Redirect to login; preserve intended destination | Login → redirect back to original page | L1 |
+| **AUTH_02** | 403 Forbidden | Medium | Wrong role | Full-page 403 with explanation: "You don't have permission. Contact admin@example.com." | Navigate to dashboard; request access flow if applicable | L1+L2 |
+| **NF_01** | 404 Not Found | Medium | Deleted/moved resource | Full-page 404: "Resource not found. It may have been deleted." + link to list | Navigate to parent list | L1+L2 |
+| **CONF_01** | 409 Conflict (concurrent edit) | Low | If-Match / version check fails | Modal: "This item was modified by [user] at [time]. Reload and try again?" | "Reload" button → re-fetch; "Discard my changes" → navigate away | L1+L2 |
+| **CONF_02** | 409 Duplicate (idempotency) | Low | POST with duplicate idempotency key | Return the existing resource (200 OK) — NOT an error | Transparent to user; log event | L1 |
+| **422** | 422 Unprocessable (server validation) | Medium | Business rule violation | Toast with server error detail: "[detail]" | Correct input and re-submit | L1+L2 |
+| **429** | 429 Rate Limited + Retry-After | Low | Too many requests | Toast: "Too many requests. Please wait [N]s." + countdown timer on action button | Wait for Retry-After; disable action during countdown | L1+L2 |
+| **5XX** | 500/502/503 Server Error | Low | Backend failure | Full-page or section error: "Something went wrong. Our team has been notified." + "Try again" button | Retry button; auto-refresh suggestion after 30s | L1+L2 |
+| **STALE** | Stale data (background update) | Medium | WebSocket / polling detects newer version | Subtle banner: "Data updated. Refresh to see changes." with refresh button | User clicks "Refresh" → re-fetch | L2 |
+| **PARTIAL** | Partial data load | Low | Some rows failed, some loaded | Section loads; failed rows show "⚠ Failed to load" placeholder | Per-row retry button; "Reload all" button | L1+L2 |
+| **DUP_01** | Duplicate submit prevention | Medium | Rapid double-click | Button disabled + spinner immediately on first click; subsequent clicks ignored | Normal completion; no special recovery needed | L2 |
+| **DUP_02** | Navigation interruption (unsaved changes) | Medium | Route change with dirty form | Browser `beforeunload` event + custom confirm: "You have unsaved changes. Discard?" | "Stay" → remain on page; "Discard" → navigate away | L2 |
+| **LARGE** | Large dataset (>1000 items) | Low | Response > render capacity | Virtual scrolling; "Showing 100 of 1523. Refine your search." | Pagination; search/filter refinement; no "load all" button | L2 |
+| **EMPTY** | Empty result (no data) | High | No items match criteria | Empty state component with illustration + guidance | CTA to create first item or clear filters | L1+L2 |
+| **MALFORMED** | Malformed response body | Very Low | Backend bug / middleware error | Toast: "Unexpected response. Please try again or contact support." + error ID for debugging | Retry; note error ID for support | L1 |
+| **A11Y** | Screen reader state announcements | N/A (always) | State change (loading, error, loaded) | `aria-live="polite"` region announces: "Loading results", "[N] results loaded", "Error: [message]" | Built into state transitions — not user-initiated | L2 |
+| **RESP** | Responsive breakpoint collapse | N/A (always) | Viewport < 768px | Columns stack; sidebar collapses to hamburger; touch targets ≥44×44px | Built into responsive layout — not user-initiated | L2 |
+
+#### State Evaluation Rules
+
+1. **No blanket "Not Applicable"**: For each state class, either define the concrete UX or state explicitly WHY this feature cannot hit this state (e.g., "No network for offline CLI tool", "Read-only view — no submit", "Single-user system — no concurrent edits").
+2. **Probability must be grounded**: Use High (>10% of sessions), Medium (1-10%), Low (<1%), Very Low (<0.1%). Do not mark everything "Low" to skip design. The probability drives test priority, not whether to design.
+3. **Test ownership**: L1 = Screen Model unit test (no render, fast). L2 = component/browser UX test (with render). If both are marked, write L1 first.
+4. **Recovery must be testable**: Every recovery action must produce a verifiable state transition (e.g., "Retry → loading → loaded OR error").
+
+#### Interaction with Prototype and OpenAPI
+
+- The state matrix feeds directly into `speckit.prototype` — every state class marked "Applicable" MUST be represented in the prototype's state switcher.
+- The state matrix feeds into `speckit.openapi` — error response classes (401, 403, 404, 409, 422, 429, 5xx) drive the OpenAPI `components/responses/` section.
+- The state matrix feeds into `speckit.plan` — test ownership (L1/L2) drives task decomposition in `speckit.tasks`.
+
+#### Per-Screen State Exhaustion
+
+For each screen, work through ALL states from the matrix. Present:
 
 ```
 ## States for: [Screen]
@@ -85,20 +136,37 @@ For each state, define: Visual → ARIA → User can...
 - **empty (filtered)** → "No results match" + clear filters?
 - **empty (no permissions)** → 403 with explanation?
 
-**Error states:**
-- **error (network)** → toast + retry? full error page? degraded mode?
-- **error (validation)** → inline field errors? modal? which fields?
-- **error (timeout)** → retry with countdown? cancel?
-- **error (server 500)** → generic message? retry? contact support?
+**Error states (from matrix):**
+- **NET_01 (offline)** → offline banner; disabled actions; auto-retry on reconnect
+- **NET_02 (timeout)** → toast + retry countdown
+- **NET_03 (retry exhausted)** → persistent banner + manual retry
+- **AUTH_01 (401)** → redirect to login, preserve intent
+- **AUTH_02 (403)** → full-page explanation
+- **NF_01 (404)** → "not found" + link to list
+- **CONF_01 (409 concurrent)** → modal with reload option
+- **CONF_02 (409 duplicate)** → transparent return existing
+- **422 (validation)** → toast with server detail
+- **429 (rate limited)** → countdown timer
+- **5XX (server error)** → error section + retry
 
-**Edge states:**
-- **stale data** → show cached with "refresh" indicator?
-- **partial data** → some rows loaded, some failed?
-- **background update** → data changed by another user? WebSocket notification?
-- **rate limited** → "Too many requests" + countdown?
+**Edge states (from matrix):**
+- **STALE** → refresh banner
+- **PARTIAL** → per-row retry
+- **DUP_01 (double submit)** → button disabled immediately
+- **DUP_02 (navigation interruption)** → confirm dialog
+- **LARGE** → virtual scroll + refinement prompt
+- **MALFORMED** → error ID + retry
 ```
 
-For EACH state, ask: "Is this state possible? If yes, what does the user see?"
+Mark each state as: ✅ Applicable (define UX) or ⛔ Not Applicable (give reason).
+
+For EACH applicable state, ask: "What does the user see? How do they recover?"
+
+**Coverage Gate**: Before leaving Phase 2, verify:
+- [ ] Every state class in the matrix is either ✅ Applicable or ⛔ Not Applicable with rationale
+- [ ] Every ✅ state has Visual + ARIA + User Can + Recovery defined
+- [ ] No state class was skipped without explicit rationale
+- [ ] Test ownership is assigned (L1 / L2)
 
 ### Phase 3: Interaction Design — choices with tradeoffs
 
@@ -200,7 +268,7 @@ After all questions are answered, create TWO artifacts:
 **`contracts/ux/alternatives.md`** — all options considered, BEFORE final choice:
 
 ```markdown
-#region Std.Agents.UxAlternatives [C:3] [TYPE ADR] [SEMANTICS ux,alternatives,[DOMAIN]]
+#region Std.Opencode.UxAlternatives [C:3] [TYPE ADR] [SEMANTICS ux,alternatives,[DOMAIN]]
 @defgroup Ux Design alternatives explored for [FEATURE].
 
 ## Screen: [Name]
@@ -225,13 +293,13 @@ After all questions are answered, create TWO artifacts:
 - ❌ Rejected: Confirm dialog — extra click on every action, annoying at scale
 - ❌ Rejected: No confirmation — dangerous for delete/migrate
 
-#endregion Std.Agents.UxAlternatives
+#endregion Std.Opencode.UxAlternatives
 ```
 
 **`contracts/ux/decisions.md`** — only the final choices:
 
 ```markdown
-#region Std.Agents.UxDecisions [C:3] [TYPE ADR] [SEMANTICS ux,decisions,[DOMAIN]]
+#region Std.Opencode.UxDecisions [C:3] [TYPE ADR] [SEMANTICS ux,decisions,[DOMAIN]]
 @defgroup Ux Final UX design decisions for [FEATURE].
 
 ## Screen: [Name]
@@ -240,31 +308,48 @@ After all questions are answered, create TWO artifacts:
 - Data: Paginated (20/page) + search
 - Feedback: Undo toast (5s) for destructive actions
 
-#endregion Std.Agents.UxDecisions
+#endregion Std.Opencode.UxDecisions
 ```
 
 **Rule:** `alternatives.md` shows the DESIGN SPACE — agent can see WHY each path was rejected. `decisions.md` is the compact reference for `/speckit.plan`.
 
 ### Phase 7: Generate Artifacts
 
-ONLY after all design decisions are made:
+ONLY after all design decisions are made. The edge/failure state matrix from Phase 2 is complete — every state class has been evaluated.
+
+**ALL artifacts go into `FEATURE_DIR/contracts/ux/`** — NEVER into `frontend/src/lib/`. The UX phase produces design contracts, not implementation. Actual source files are written by `/speckit.implement`.
+
+**Artifacts feed downstream**:
+- `api-ux.md` → `/speckit.openapi` reads API shapes for `openapi.yaml`
+- `<screen>-ux.md` state tables → `/speckit.prototype` reads states for prototype state switcher
+- `screen-models.md` → `/speckit.plan` reads models for contract generation
+- Edge/failure matrix coverage → `/speckit.tasks` generates test tasks per test ownership (L1/L2)
 
 1. **`contracts/ux/screen-models.md`** — Model inventory from Phase 1-2 decisions
 2. **`contracts/ux/api-ux.md`** — API shapes from Phase 4
 3. **`contracts/ux/<screen>-ux.md`** × N — per-screen UX contracts from Phase 2-3
 4. **`contracts/ux/design-tokens.md`** — token application from Phase 3
-5. **`frontend/src/lib/models/<Domain>Model.svelte.ts`** — generated model code
+5. **`contracts/ux/model-changes.md`** — precise edit instructions for existing models (atoms, derived, actions to add; exact file paths and line insertions). For NEW models, include the full reference model code in this file — `/speckit.implement` will translate it into the real source file.
+6. **`contracts/ux/model-<domain>.svelte.ts`** (optional) — ONLY for NEW Screen Models that don't exist yet. This is a reference copy in the spec folder — `/speckit.implement` will create the actual file in `frontend/src/lib/models/`.
 
-For artifacts 3-5, use the templates defined below. Do NOT generate contracts before design decisions are recorded.
+For artifacts 3-6, use the templates defined below. Do NOT generate contracts before design decisions are recorded.
 
 ### Phase 8: Confirmation Gate
 
-Before writing model files to `frontend/src/lib/models/`, present:
+Before writing any contract files, present:
 
-| File | Path | Atoms | Actions | Dependencies |
-|------|------|-------|---------|-------------|
+| # | File | Location | Type | Summary |
+|---|------|----------|------|---------|
+| 1 | `contracts/ux/screen-models.md` | `FEATURE_DIR/contracts/ux/` | Inventory | Models touched, new atoms, component changes |
+| 2 | `contracts/ux/api-ux.md` | `FEATURE_DIR/contracts/ux/` | API shapes | Endpoints, SSE events, sequences |
+| 3 | `contracts/ux/<screen>-ux.md` | `FEATURE_DIR/contracts/ux/` | Per-screen FSM | States, feedback, recovery, UX tests |
+| 4 | `contracts/ux/design-tokens.md` | `FEATURE_DIR/contracts/ux/` | Token map | Semantic token → state mapping |
+| 5 | `contracts/ux/model-changes.md` | `FEATURE_DIR/contracts/ux/` | Edit diff | Exact additions to existing source files |
+| 6 | `contracts/ux/model-<domain>.svelte.ts` | `FEATURE_DIR/contracts/ux/` | Ref model (NEW only) | Full model code — `/speckit.implement` copies to `frontend/src/lib/models/` |
 
-Ask: "Write these model files? (yes/no)"
+**Rule:** Items 1-5 are mandatory. Item 6 only when creating a NEW Screen Model that doesn't exist in `frontend/src/lib/models/`.
+
+Ask: "Write these UX contracts to `FEATURE_DIR/contracts/ux/`? (yes/no)"
 
 ## Artifact Templates
 
@@ -297,10 +382,12 @@ idle → [trigger] → loading → [success] → loaded
 | @UX_TEST | Given | When | Then |
 ```
 
-### `<Domain>Model.svelte.ts` — generated code
+### `model-<domain>.svelte.ts` — reference model code (spec folder only)
+
+**ONLY for NEW Screen Models.** This file lives in `FEATURE_DIR/contracts/ux/`. `/speckit.implement` will create the actual file at `frontend/src/lib/models/<Domain>Model.svelte.ts`.
 
 ```typescript
-// frontend/src/lib/models/<Domain>Model.svelte.ts
+// REFERENCE MODEL — will be created at frontend/src/lib/models/<Domain>Model.svelte.ts by /speckit.implement
 // #region <Domain>.Model [C:4] [TYPE Model] [SEMANTICS <domain>,<feature>,screen-model]
 // @defgroup <Domain> <One-line from decisions>.
 // @INVARIANT <from Phase 2-3 decisions>
@@ -363,4 +450,8 @@ After Phase 8, report:
 - Total @UX_TEST scenarios: N
 - Every screen state from Phase 2 covered: yes/no
 - Every API response variant from Phase 4 covered: yes/no
+- **Edge/failure matrix**: N of 24 state classes applicable, N not applicable (with rationale), 0 skipped without rationale
+- **State test ownership**: N L1, N L2
+- Readiness for `/speckit.prototype` (if UI): yes/no
+- Readiness for `/speckit.openapi` (if API surface): yes/no
 - Readiness for `/speckit.plan`

.agents/commands/speckit.validate.md

@@ -0,0 +1,305 @@
+---
+description: Read-only pre-implementation validation gate. Runs after tasks and analyze: scans for unresolved markers, validates all artifacts, checks Axiom health, and produces a PASS/BLOCKED report at specs/<feature>/validation.md. No implementation if blocking findings.
+handoffs:
+  - label: Implement Project
+    agent: speckit.implement
+    prompt: Start implementation now that validation has PASSED
+    send: true
+---
+
+## User Input
+
+```text
+$ARGUMENTS
+```
+
+You **MUST** consider the user input before proceeding (if not empty).
+
+## Required Skills
+
+MANDATORY USE `skill({name="semantics-core"})`, `skill({name="semantics-contracts"})`.
+
+## Operating Constraints
+
+**STRICTLY READ-ONLY**: This command MUST NOT modify any feature artifact EXCEPT `specs/<feature>/validation.md`. It reads everything, validates everything, and reports — but does not implement, fix, or rewrite. The ONLY write is the validation report itself.
+
+**Gate Behavior**: If any blocking finding is discovered, the report MUST say `BLOCKED` and `/speckit.implement` MUST refuse to proceed until the finding is resolved.
+
+## Outline
+
+### Phase 0: Pre-Flight
+
+1. **Setup**: Run `.specify/scripts/bash/check-prerequisites.sh --json --require-tasks --include-tasks` from repo root. Parse `FEATURE_DIR`, `FEATURE_SPEC`, `IMPL_PLAN`, `TASKS`.
+2. **Verify all prerequisite artifacts exist**:
+   - `FEATURE_DIR/spec.md`
+   - `FEATURE_DIR/plan.md`
+   - `FEATURE_DIR/tasks.md`
+   - `FEATURE_DIR/contracts/modules.md` (when plan references contracts)
+   - `FEATURE_DIR/data-model.md` (when plan references data model)
+   - `FEATURE_DIR/research.md` (when plan references research)
+3. **Capture input provenance before validation**: For every artifact in the validation scope, record its repository-relative path, byte size, modification timestamp, and SHA-256 digest. At minimum include `spec.md`, `plan.md`, `tasks.md`, `traceability.md`, `contracts/modules.md`, `contracts/openapi.yaml`, `ux_reference.md`, `contracts/ux/**`, and `prototype/manifest.md` when present. These values define the exact snapshot covered by the verdict.
+4. **Load context** (progressive disclosure — only load sections needed for each check):
+    - All feature artifacts
+   - `.specify/memory/constitution.md`
+   - `docs/adr/*.md` — all ADRs (for decision-memory checks)
+   - `.opencode/skills/semantics-core/SKILL.md` — §VIII Attention Architecture
+   - `backend/src/` and `frontend/src/` — current codebase state (for path validation)
+
+### Phase 1: Unresolved Marker Scan
+
+Scan ALL feature artifacts for any of the following blocking markers:
+
+| Marker | Pattern | Severity | Action |
+|--------|---------|:--------:|--------|
+| `[NEEDS CLARIFICATION]` | spec.md | **BLOCKING** | Must be resolved in `/speckit.clarify` before implementation |
+| `[NEED_CONTEXT: *]` | contracts/modules.md | **BLOCKING** | Blind dependency — must be resolved before contracts are implementable |
+| `TODO` (in spec/plan) | spec.md, plan.md | **WARNING** | Review — may indicate incomplete design |
+| `TKTK` | any artifact | **BLOCKING** | Placeholder — must be filled |
+| `???` | any artifact | **WARNING** | Ambiguity — review |
+| `<placeholder>` / `TBD` / `TBC` | any artifact | **WARNING** | Review |
+| `[NEEDS CLARIFICATION: ...]` | any artifact | **BLOCKING** | Unresolved from spec |
+
+Report: count of each marker type, file locations, severity.
+
+### Phase 2: Artifact Completeness
+
+Verify every expected artifact is present and non-empty:
+
+| Artifact | Required? | Check |
+|----------|:---------:|-------|
+| `spec.md` | ALWAYS | Has `## User Scenarios`, `## Requirements`, `## Success Criteria` |
+| `ux_reference.md` | ALWAYS | Has personae, narrative, error experience |
+| `plan.md` | ALWAYS | Has `## Summary`, `## Technical Context`, `## Constitution Check`, `## Project Structure` |
+| `tasks.md` | ALWAYS | Has phases, task IDs, file paths |
+| `contracts/modules.md` | When plan references contracts | Has `#region` contracts, `@RELATION` edges |
+| `data-model.md` | When plan references data model | Has entity definitions, schemas |
+| `research.md` | When plan references research | Has decisions, rationale, alternatives |
+| `traceability.md` | When plan declares RTM | Has Story → Model → API → Task → Test matrix |
+| `quickstart.md` | When plan references quickstart | Has verification commands |
+| `contracts/ux/` | When UI surface | Has UX contracts from `/speckit.ux` |
+| `prototype/index.html` | When `/speckit.prototype` was run | Has interactive prototype |
+| `contracts/openapi.yaml` | When `/speckit.openapi` was run | Has valid OpenAPI 3.1 spec |
+| `fixtures/manifest.md` | When plan generated fixtures | Has fixture index |
+
+### Phase 3: Schema & Contract Validation
+
+1. **OpenAPI validation** (if `contracts/openapi.yaml` exists):
+   - YAML parseability (Python `yaml.safe_load`)
+   - `operationId` uniqueness
+   - `$ref` target existence
+   - Required keys: `openapi`, `info`, `paths`, `components`
+   - Example coverage for all response classes
+
+2. **Contract validation** (via Axiom MCP):
+   - Run `axiom_search({operation="status"})` — confirm index is FRESH
+   - Run `axiom_audit({operation="audit_contracts"})` — check for invalid tiers, missing metadata, unresolved relations
+   - Run `axiom_search({operation="workspace_health"})` — check for orphan/unresolved metrics
+   - If Axiom MCP is unavailable, fall back to manual `grep` checks:
+     ```bash
+     # Find all #region contracts in plan's contract files
+     grep -rn "#region" specs/<feature>/contracts/
+     # Check every #region has a matching #endregion
+     ```
+
+3. **ATTN rules compliance** (for `contracts/modules.md`):
+   - ATTN_1: Every `#region` anchor packs `[C:N] [TYPE] [SEMANTICS]` on ONE line
+   - ATTN_2: Contract IDs are hierarchical (`Domain.Sub.Name`), not flat
+   - ATTN_3: Same-domain contracts share primary `@SEMANTICS` keyword
+   - ATTN_4: No contract exceeds 150 lines, no module exceeds 400 lines
+
+### Phase 4: Reference & ADR Integrity
+
+1. **ADR continuity check**:
+   - Every `@REJECTED` path in any ADR → verify NO task in `tasks.md` schedules that path
+   - Every architectural decision in `plan.md` → verify it aligns with the governing ADR (or carries `<ESCALATION>`)
+   - Every `@RATIONALE` in `contracts/modules.md` → verify it is consistent with upstream ADR rationale
+
+2. **Cross-reference integrity**:
+   - Every file path in `tasks.md` → verify parent directory exists in `backend/src/` or `frontend/src/`
+   - Every `@RELATION -> [TargetId]` in contracts → verify TargetId exists in `contracts/modules.md` or is a known existing contract
+   - Every `$ref` in `openapi.yaml` → verify target exists in the same file
+   - Every `operationId` in `openapi.yaml` → verify it appears in `traceability.md` (if RTM exists)
+
+### Phase 5: Decision-Memory Continuity
+
+Verify the three-layer chain is intact:
+
+```
+Global ADR → plan/research → contracts → preventive tasks → tests
+```
+
+For each `@REJECTED` path at any layer:
+1. **ADR layer**: `@REJECTED` exists `→` downstream layer must NOT schedule it
+2. **Plan layer**: `@RATIONALE` justification exists `→` contracts must propagate it
+3. **Contract layer**: `@REJECTED` guardrail exists `→` at least one task must verify the rejection holds
+4. **Task layer**: `@RATIONALE` / `@REJECTED` inline `→` must trace to a contract or ADR
+
+**Findings**:
+- Dangling rationale (downstream missing): **WARNING**
+- Contradictory resurrection (rejected path scheduled): **BLOCKING**
+- Missing guardrail (ADR rejection, no task verification): **WARNING**
+- Unjustified workaround (local `@RATIONALE` without upstream source): **WARNING**
+
+### Phase 6: Task Dependency & Path Validation
+
+1. **Task dependency graph**:
+   - Phase 1 (Setup) tasks exist before Phase 2 (Foundational)
+   - Foundational tasks marked before any User Story phase
+   - No cross-story dependency that blocks independent verification
+   - Circular dependency check: if T001 depends on T002 and T002 depends on T001 → **BLOCKING**
+
+2. **Path validation**:
+   - Every task with a file path → path starts with `backend/src/`, `frontend/src/`, `specs/`, `docs/`, or `backend/tests/`, `frontend/src/lib/**/__tests__/`
+   - No task path references `.kilo/`, `.ai/`, `.kilocode/`
+   - No task path references Rust/MCP (`.rs`, `cargo`, `src/server/`)
+   - Every task file path is syntactically valid (no unmatched braces, no absolute `/` paths outside repo)
+
+### Phase 7: UX State Coverage
+
+If the feature has a UI surface (UX contracts or `ux_reference.md` exists):
+
+1. **State matrix coverage**: Verify every state class from the edge/failure matrix (speckit.ux.md Phase 2) is accounted for:
+   - Each screen's UX contract declares the applicable states
+   - No state class was skipped without explicit rationale
+   - Every error state has a `@UX_RECOVERY` path
+
+2. **Prototype coverage** (if `prototype/index.html` exists):
+   - Every `@UX_STATE` in contracts → represented in prototype state switcher
+   - Every `@UX_RECOVERY` path → traversable in prototype
+
+3. **UX test coverage**:
+   - Every `@UX_STATE` declared → at least one `@UX_TEST` scenario
+   - Every error state → at least one `@UX_TEST` scenario with recovery path
+   - Test ownership (L1/L2) assigned from matrix
+
+### Phase 8: Axiom Health Check
+
+Run Axiom MCP diagnostics:
+
+1. `axiom_search({operation="status"})` — index health: FRESH / STALE / ERROR
+2. `axiom_search({operation="workspace_health"})` — orphan count, unresolved relations, complexity distribution
+3. `axiom_audit({operation="audit_belief_protocol"})` — C4/C5 contracts missing `@RATIONALE`/`@REJECTED`
+
+**Interpretation**:
+- Index STALE: **WARNING** — recent changes may not be indexed
+- High orphan count (>10%): **WARNING** — structural drift
+- Unresolved relations: **BLOCKING** if the unresolved target is in this feature's scope
+- Missing belief protocol tags: **WARNING** — will block C4/C5 implementation
+
+### Phase 9: Produce Validation Report
+
+Write `specs/<feature>/validation.md`:
+
+```markdown
+#region Std.Opencode.ValidationReport [C:3] [TYPE ADR] [SEMANTICS validation,gate,[DOMAIN]]
+@defgroup Validation Pre-implementation validation gate for [FEATURE].
+
+## Status: [PASS / BLOCKED]
+
+**Date**: [DATE]
+**Feature**: [feature name]
+**Branch**: [branch]
+
+## Validated Inputs
+
+| Artifact | Size (bytes) | Modified (UTC) | SHA-256 |
+|----------|-------------:|----------------|---------|
+| spec.md | [size] | [timestamp] | `[digest]` |
+| plan.md | [size] | [timestamp] | `[digest]` |
+| tasks.md | [size] | [timestamp] | `[digest]` |
+| ... applicable artifacts ... | | | |
+
+The verdict is stale and MUST NOT authorize implementation when any listed artifact is missing or its current digest differs. New applicable artifacts created after this report also make the verdict stale.
+
+## Blocking Findings
+
+> If BLOCKED, these MUST be resolved before `/speckit.implement`.
+
+| ID | Check | Severity | Location | Finding |
+|----|-------|:--------:|----------|---------|
+| B01 | Unresolved Marker | BLOCKING | spec.md:L42 | [NEEDS CLARIFICATION: auth mechanism] |
+| B02 | ADR Resurrection | BLOCKING | tasks.md:T017 | Task schedules `@REJECTED` path from ADR-0007 |
+
+*If no blocking findings:* "✅ No blocking findings. Proceed to `/speckit.implement`."
+
+## Warning Findings
+
+| ID | Check | Severity | Location | Finding |
+|----|-------|:--------:|----------|---------|
+| W01 | Missing Guardrail | WARNING | contracts/modules.md:Api.Export | ADR-0004 @REJECTED path has no verification task |
+| W02 | Dangling Rationale | WARNING | plan.md:§Decisions | @RATIONALE exists but no contract propagates it |
+
+## Check Results
+
+### Phase 1: Unresolved Markers
+- [NEEDS CLARIFICATION]: N
+- [NEED_CONTEXT]: N
+- TODO/TKTK/???: N
+- **Status**: ✅ PASS / ❌ BLOCKED
+
+### Phase 2: Artifact Completeness
+| Artifact | Expected | Present | Status |
+|----------|:--------:|:-------:|:------:|
+| spec.md | required | ✅ | PASS |
+| plan.md | required | ✅ | PASS |
+| tasks.md | required | ✅ | PASS |
+| traceability.md | required | ✅ | PASS |
+| ... | | | |
+
+### Phase 3: Schema & Contract Validation
+- YAML parse: ✅ / ❌
+- operationId uniqueness: ✅ / ❌
+- Contract audit: N warnings, N errors
+- ATTN rules: N/N contracts pass
+
+### Phase 4: Reference & ADR Integrity
+- ADR continuity: N ADRs checked, N issues
+- Cross-reference integrity: N $refs/resolved, N broken
+
+### Phase 5: Decision-Memory Continuity
+- Three-layer chain: N chains checked
+- Dangling rationale: N
+- Contradictory resurrection: N
+- Missing guardrail: N
+
+### Phase 6: Task Dependency & Path
+- Task count: N
+- Invalid paths: N
+- Circular dependencies: N
+
+### Phase 7: UX State Coverage
+- State matrix coverage: N/N state classes evaluated
+- Prototype coverage: N/N @UX_STATEs represented
+- UX test coverage: N/N states have tests
+
+### Phase 8: Axiom Health
+- Index status: FRESH / STALE
+- Orphans: N
+- Unresolved relations: N
+
+## Gate Decision
+
+**Verdict**: ✅ PASS — `/speckit.implement` may proceed.
+OR
+**Verdict**: ❌ BLOCKED — resolve N blocking findings before implementation.
+
+## Resolution Instructions
+
+If BLOCKED:
+- B01: Run `/speckit.clarify` to resolve [NEEDS CLARIFICATION] markers.
+- B02: Remove or re-scope T017 to avoid the rejected path, or file `<ESCALATION>` to ADR-0007.
+- ...
+
+#endregion Std.Opencode.ValidationReport
+```
+
+### Phase 10: Report
+
+Report:
+- Validation report path: `specs/<feature>/validation.md`
+- Status: PASS or BLOCKED
+- Blocking findings: N
+- Warning findings: N
+- Checks executed: 8 phases, N individual checks
+- If PASS: "Ready for `/speckit.implement`"
+- If BLOCKED: "Resolve N blocking findings, re-run `/speckit.validate`"

.agents/skills/context7-mcp/SKILL.md

@@ -0,0 +1,53 @@
+---
+name: context7-mcp
+description: This skill should be used when the user asks about libraries, frameworks, API references, or needs code examples. Activates for setup questions, code generation involving libraries, or mentions of specific frameworks like React, Vue, Next.js, Prisma, Supabase, etc.
+---
+
+When the user asks about libraries, frameworks, or needs code examples, use Context7 to fetch current documentation instead of relying on training data.
+
+## When to Use This Skill
+
+Activate this skill when the user:
+
+- Asks setup or configuration questions ("How do I configure Next.js middleware?")
+- Requests code involving libraries ("Write a Prisma query for...")
+- Needs API references ("What are the Supabase auth methods?")
+- Mentions specific frameworks (React, Vue, Svelte, Express, Tailwind, etc.)
+
+## How to Fetch Documentation
+
+### Step 1: Resolve the Library ID
+
+Call `resolve-library-id` with:
+
+- `libraryName`: The library name extracted from the user's question
+- `query`: The user's full question (improves relevance ranking)
+
+### Step 2: Select the Best Match
+
+From the resolution results, choose based on:
+
+- Exact or closest name match to what the user asked for
+- Higher benchmark scores indicate better documentation quality
+- If the user mentioned a version (e.g., "React 19"), prefer version-specific IDs
+
+### Step 3: Fetch the Documentation
+
+Call `query-docs` with:
+
+- `libraryId`: The selected Context7 library ID (e.g., `/vercel/next.js`)
+- `query`: The user's specific question
+
+### Step 4: Use the Documentation
+
+Incorporate the fetched documentation into your response:
+
+- Answer the user's question using current, accurate information
+- Include relevant code examples from the docs
+- Cite the library version when relevant
+
+## Guidelines
+
+- **Be specific**: Pass the user's full question as the query for better results
+- **Version awareness**: When users mention versions ("Next.js 15", "React 19"), use version-specific library IDs if available from the resolution step
+- **Prefer official sources**: When multiple matches exist, prefer official/primary packages over community forks

.agents/skills/molecular-cot-logging/SKILL.md

@@ -3,13 +3,13 @@ name: molecular-cot-logging
 description: Structured logging protocol for agent-driven development, based on molecular Long CoT bonds (REASON/REFLECT/EXPLORE). Replaces legacy Entry/Exit/Coherence markers. Python + Svelte.
 ---
 
-#region Std.Agents.MolecularCoTLogging [C:5] [TYPE Skill] [SEMANTICS reasoning,runtime,logging,agentic]
+#region Std.Opencode.MolecularCoTLogging [C:5] [TYPE Skill] [SEMANTICS reasoning,runtime,logging,agentic]
 @BRIEF Structured logging protocol for agent-driven development, based on molecular Long CoT bonds (Deep-Reasoning, Self-Reflection, Self-Exploration). Replaces legacy Entry/Exit/Coherence markers.
 @RELATION DEPENDS_ON -> [Std.Semantics.Core]
 @RELATION DISPATCHES -> [Std.Semantics.Python]
 @RELATION DISPATCHES -> [Std.Semantics.Svelte]
 @RATIONALE Long CoT chains need stabilisation through explicit reasoning bonds. The three-marker system (REASON/REFLECT/EXPLORE) maps directly to the molecular CoT paper and produces machine-readable execution traces that LLM agents can parse, analyse, and use for fine-tuning (MoLE-Syn bond distributions). Without structured markers, agent-generated code exhibits invisible failures: a function returns `None` instead of raising — the agent's attention never sees it because there's no log; a fallback path activates silently — no EXPLORE marker, no trace. JSON-line format ensures every log entry is a self-contained, parseable unit that survives log rotation, aggregation, and agent parsing — unlike plain-text logs that require regex heuristics.
-@REJECTED Legacy Entry/Exit/Action/Coherence markers rejected — they are too generic, do not map to reasoning structure, and prevent traceability graph analysis. Plain-text logging rejected — JSON lines are mandatory for agent parsing. Unstructured printf-style logging rejected — agents cannot reliably extract structured fields (trace_id, marker, intent) from free-form text, making automated diagnosis impossible.
+@REJECTED Legacy Entry/Exit/Action/Coherence markers rejected — they are too generic, do not map to reasoning structure, and prevent traceability graph analysis. Plain-text logging rejected — JSON lines are mandatory for agent parsing. Unstructured printf-style logging rejected — agents cannot reliably extract structured fields (trace_id, marker, intent) from free-form text, making automated diagnosis impossible. cot_span decorator rejected — replaced by belief_scope context manager + logger.reason/reflect/explore which gives more granular intent control per logical branch.
 @DATA_CONTRACT LogEntry -> { ts: str, level: str, trace_id: str, span_id?: str, src: str, marker: REASON|REFLECT|EXPLORE, intent: str, payload?: object, error?: str }
 @INVARIANT Every log line MUST carry exactly one valid marker (REASON | REFLECT | EXPLORE). No markerless log lines in C4/C5 code.
 @INVARIANT trace_id MUST propagate via ContextVar across async boundaries. Every incoming request or background job seeds a new trace_id.
@@ -109,23 +109,6 @@ log("AuthRepository.get_user_by_username", "EXPLORE",
 
 **Never use** generic tags like `Entry`, `Exit`, `Action`, `Coherence:OK/FAIL`. Those are replaced entirely by the molecular bond markers.
 
-## Agent-Centric Enhancements (2026+)
-
-The runtime now enforces **qualified `src`** via `derive_src()` (in `cot_logger.py`).
-
-- `logger.reason(...)`, `logger.reflect(...)` etc. now auto-derive good `src` (e.g. `services.llm_provider.LLMProviderService.get_decrypted_api_key`).
-- `cot_span` decorator added for easy instrumentation of important functions.
-- `scripts/pretty_cot.py` is the recommended viewer for agents (groups by trace, truncates noise, icons).
-- `LoggingConfig` has `agent_view` / `hide_routine_infra` flags.
-
-All new logging code **MUST** follow:
-- Meaningful `intent` (decision / goal, not "fetching foo")
-- Qualified src
-- REASON before, REFLECT/EXPLORE after
-- Minimal high-signal payload only
-
-See implementation in `backend/src/core/{cot_logger,logger}.py` (full GRACE semantic regions applied).
-
 ## III. Trace Propagation (Python Implementation)
 
 ```python
@@ -224,58 +207,7 @@ class TraceMiddleware(BaseHTTPMiddleware):
         return response
 ```
 
-## IV. Python Decorator (Span + Marker)
-
-For C4/C5 functions, a decorator that auto-emits REASON / REFLECT markers:
-
-```python
-import asyncio
-from functools import wraps
-
-def cot_span(marker: str = "REASON", intent: str | None = None):
-    """Wrap a function in a CoT span.  On enter → REASON, on success → REFLECT,
-    on exception → EXPLORE."""
-    def decorator(func):
-        @wraps(func)
-        async def async_wrapper(*args, **kwargs):
-            src = f"{func.__module__}.{func.__qualname__}"
-            prev_span = push_span(func.__qualname__)
-            default_intent = intent or f"Execute {func.__qualname__}"
-            try:
-                log(src, marker, default_intent, payload=_summarise_args(args, kwargs))
-                result = await func(*args, **kwargs)
-                log(src, "REFLECT", f"{func.__qualname__} completed",
-                    payload={"result": _summarise_value(result)})
-                return result
-            except Exception as e:
-                log(src, "EXPLORE", f"{func.__qualname__} failed",
-                    error=str(e), payload={"args": _summarise_args(args, kwargs)})
-                raise
-            finally:
-                pop_span(prev_span)
-
-        @wraps(func)
-        def sync_wrapper(*args, **kwargs):
-            ...  # same logic, sync variant
-        return async_wrapper if asyncio.iscoroutinefunction(func) else sync_wrapper
-    return decorator
-
-
-def _summarise_value(val, max_len: int = 200) -> str:
-    s = str(val)
-    return s[:max_len] + "..." if len(s) > max_len else s
-
-def _summarise_args(args, kwargs) -> dict:
-    # Skip 'self', 'cls', 'db', 'request' — too verbose
-    skip = {"self", "cls", "db", "request", "session"}
-    result = {}
-    for k, v in kwargs.items():
-        if k not in skip:
-            result[k] = _summarise_value(v)
-    return result
-```
-
-## V. Svelte / Frontend Pattern
+## IV. Svelte / Frontend Pattern
 
 The frontend implementation lives at `frontend/src/lib/cot-logger.ts` (installed as `$lib/cot-logger`).
 
@@ -338,7 +270,7 @@ const res = await requestApi("/api/endpoint");
 if (res.trace_id) setTraceId(res.trace_id);
 ```
 
-## VI. CLI / Stdout Reader (for humans)
+## V. CLI / Stdout Reader (for humans)
 
 To make JSON lines readable in development:
 
@@ -358,7 +290,7 @@ for line in sys.stdin:
 "
 ```
 
-## VII. Anti-patterns
+## VI. Anti-patterns
 
 | ❌ Don't | ✅ Do |
 |----------|-------|
@@ -371,18 +303,4 @@ for line in sys.stdin:
 | Logging raw passwords or tokens in `payload` | Always sanitise sensitive data |
 | Spread markers across multiple modules without trace_id | Always propagate `trace_id` |
 
-## 2026 Agent-Centric Upgrades (Implemented)
-
-To reach 9+/10 usefulness for LLM agents:
-
-- `derive_src()` (in cot_logger) + auto-application in `reason`/`reflect`/`explore`/`log` guarantees qualified src on 100% of lines.
-- `cot_span` decorator for zero-boilerplate instrumentation of important operations.
-- `scripts/pretty_cot.py` — primary consumption tool (trace grouping, truncation, icons).
-- Routine infrastructure (per-request auth, client reuse, key details) moved to DEBUG or summarized.
-- Intents changed from mechanical ("Fetching user...") to decision-oriented.
-
-All new C3+ code **must** produce logs an agent can understand with almost no source reading.
-
-See also: semantics-python (belief runtime), semantics-core (region markup rules).
-
-#endregion Std.Agents.MolecularCoTLogging
+#endregion Std.Opencode.MolecularCoTLogging

.agents/skills/self-implementation/SKILL.md

@@ -0,0 +1,86 @@
+---
+name: self-implementation
+description: Operating protocol for the implementation worker — implement inside GRACE-Poly @PRE/@POST/@INVARIANT guardrails, follow the verifiable edit loop, preserve decision memory, and return a <RESULT> envelope. Load when implementing a bounded, delegated change.
+---
+
+#region Self.Implementation [C:5] [TYPE Skill] [SEMANTICS implementation,coding,edit-loop,decision-memory,worker]
+@BRIEF HOW the implementation worker turns a delegated Purpose+Constraints packet into a verified change and a compressed <RESULT> envelope, without corrupting the semantic graph.
+@RELATION DEPENDS_ON -> [Std.Semantics.Core]
+@RELATION DEPENDS_ON -> [Std.Semantics.Contracts]
+@RELATION CALLED_BY -> [Self.Orchestrator]
+@RATIONALE An implementation worker is a long-lived context: it refines a feature in place across send_message turns, accumulating its feature state while its session compacts independently. Its failures are architectural, not algorithmic — amnesia of rationale (re-implementing @REJECTED paths after KV eviction), attention sink (editing >400-LOC files blind to nested contracts), hallucination by design (confabulating a missing dependency instead of signaling [NEED_CONTEXT]), and copy-paste regression. The verifiable edit loop and decision-memory tags exist specifically to make each of those failures detectable before they land.
+@REJECTED Implementing without a verifier first — a patch that "looks right" is incomplete and unmergeable. Trusting the implementer to also verify — the implementer re-derives its own expected values (the logic-mirror tautology); verification is a separate worker. Implementing a workaround without documenting it — a silent workaround is a regression loop waiting to happen.
+@INVARIANT Follow the verifiable edit loop: verifier first → bounded packet → preview → smallest falsifiable check → apply → re-verify.
+@INVARIANT Every workaround carries @RATIONALE + @REJECTED before the task closes; a @REJECTED path is never resurrected silently.
+@INVARIANT Return a <RESULT> envelope — the orchestrator merges envelopes, never transcripts.
+
+## 0. Role in the flow
+
+You are `Self.Worker.Implement`: a **leaf**, **long-lived** worker dispatched by the orchestrator with a bounded packet. You are refined in place via `send_message` as the feature evolves — do not expect to be re-spawned.
+
+```
+### Purpose
+[one-line goal]
+### Constraints
+[ADR guardrails, @REJECTED paths to avoid, exact file paths, verification commands]
+### Autonomy
+[tools allowed; sub-delegation: none]
+### Acceptance
+[concrete pass/fail criteria; which tests must pass]
+```
+
+You implement, run the smallest falsifiable verifier, and return a `<RESULT>` envelope. You do NOT delegate (you are a leaf), do NOT widen your own scope (delegated approval is pinned to `never`), and do NOT report to the user — the orchestrator is your parent.
+
+## 1. Cognitive frame — your four failure modes
+
+1. **Amnesia of rationale** — after KV eviction you forget WHY a path was rejected and re-implement it. Read the @REJECTED/@RATIONALE on every contract you touch; treat them as guardrails, not decoration.
+2. **Attention sink** — in files >400 LOC you stop seeing nested contracts. Navigate structure-first: `read_outline`, never a raw `read` of a large file.
+3. **Hallucination by design** — a missing dependency tempts you to invent a plausible one. Emit `[NEED_CONTEXT: target]` instead of confabulating.
+4. **Copy-paste regression** — duplicating a nearby block including its rejected pattern. Reuse by @RELATION, not by copy.
+
+## 2. Canonical methodology (reference, not redefined here)
+
+- **Verifiable edit loop** — `semantics-contracts` §IV. In one line: define the verifier FIRST, then edit.
+- **Anti-corruption protocol** — `semantics-contracts` §VIII. `read_outline → identify boundaries → ONE patch → read_outline → rebuild`. One file at a time.
+- **Decision memory** — `semantics-contracts` §I. `@RATIONALE` (why) + `@REJECTED` (what was abandoned and why). A runtime workaround becomes a reactive micro-ADR before you close the task.
+- **Anchor syntax & tiers** — `semantics-core` §II/§III. Complexity goes in the anchor `[C:N]`, never `@COMPLEXITY N`.
+- **Axiom navigation** — `semantics-core` §VI. `search_contracts`/`local_context` instead of `grep`/5×`read`.
+
+## 3. Mode discipline
+
+- **Native presentation** — the edit loop is one bounded change, verified, then the next; native function-calling maps 1:1 to that granularity. Code Mode (PTC) batching is a throughput trick that trades away per-edit verification — do not use it on anchor-touching work.
+- **`bash` is for the verifier** (`pytest`/`npm test`/lint), not for exploration; explore with read/glob/grep/Axiom.
+- **No delegation tools** — you are a leaf.
+- Sandbox: `workspace-write` (you mutate files); as a delegated worker your approval is `never`, so a scope expansion is reported, never self-granted.
+
+## 4. Result envelope
+
+```
+<RESULT>
+status: done | blocked | needs_context
+changed:   [files/contracts actually changed]
+verified:  [checks that passed: pytest / vitest / read_outline / audit]
+decision:  [@RATIONALE / @REJECTED if a decision was made]
+remaining: [what is left and why]
+</RESULT>
+```
+
+`verified:` cites an actual run, never a narrative "it works".
+
+## 5. Anti-patterns
+
+| ❌ | ✅ |
+|---|---|
+| Dynamic expected values (`expected = production_fn(x)`) | Hardcoded fixtures |
+| Editing without `read_outline` first | Structure-first, one patch at a time |
+| Silent workaround, no tags | `@RATIONALE` + `@REJECTED` before close |
+| Re-implementing a `@REJECTED` path | Escalate `<ESCALATION>` if it must be revived |
+| Confabulating a missing dependency | `[NEED_CONTEXT: target]` |
+
+## 6. Anti-loop
+
+- `[ATTEMPT: 1-2]` → fix normally against the verifier.
+- `[ATTEMPT: 3]` → re-read the Constraints and the @REJECTED guardrails; suspect you drifted from the packet.
+- `[ATTEMPT: 4+]` → stop; emit `<ESCALATION>` with the packet, what was tried, what failed, and the request to re-evaluate. Do not keep patching in a poisoned context.
+
+#endregion Self.Implementation

.agents/skills/self-orchestration/SKILL.md

@@ -0,0 +1,178 @@
+---
+name: self-orchestration
+description: Thin-context orchestration protocol for long-horizon tasks — when to decompose, which delegation primitive to use (subagent/workflow/ralph/goal/continuable), the worker result contract, and how to keep the architect context from being compacted away. Load at the start of any long or multi-step task.
+---
+
+#region Self.Orchestration [C:5] [TYPE Skill] [SEMANTICS orchestration,delegation,long-context,subagent,workflow]
+@BRIEF Operating protocol for running long tasks as a thin-context architect: durable memory in files, long-lived worker subagents that refine features in place, compressed results merged into a thin surface.
+@RELATION DEPENDS_ON -> [Std.Semantics.Core]
+@RELATION DISPATCHES -> [Self.Worker.Implement]
+@RELATION DISPATCHES -> [Self.Worker.Verify]
+@RELATION DISPATCHES -> [Self.Worker.Curate]
+@RATIONALE The architect's context is large and auto-compacting: DSH summarizes it at ~80% of the window (thresholdRatio 0.8) and keeps ~16% verbatim (retainRatio 0.16), so reading file content is cheap — it can be read and then evicted harmlessly. What must never live ONLY in context is a DECISION: that is written to a file before compaction summarizes it away. The only durable memory is the workspace files and the semantic index. Therefore the architect reads freely for decisions, holds only the decomposition and decision pointers, and runs everything heavy (edits, builds, tests) in long-lived child contexts that return compressed result envelopes and are refined in place.
+@REJECTED Holding the full plan and decision memory in chat context was rejected — compaction and KV eviction destroy it mid-task. Delegating via fork by default was rejected — it duplicates completed history into every child and invalidates the KV-cache prefix. Polling child status was rejected — it burns architect tokens on checks that the settlement notice and report channels already deliver for free. Letting a worker widen its own permission scope was rejected — delegated children have approval pinned to `never`, so scope changes must flow back to the architect.
+@INVARIANT Decision memory is persisted to a file (ADR / @RATIONALE / @REJECTED / plan doc) BEFORE it can be compacted away.
+@INVARIANT The architect never implements code or runs shell commands — it delegates, then merges compressed results.
+@INVARIANT Workers return a <RESULT> envelope; the architect merges envelopes, never re-reads worker process.
+@INVARIANT The architect does not poll: get_goal/list_agents are state tools, not completion checks; settlement/report are the completion signals.
+@INVARIANT Workers are long-lived: a worker is refined via send_message, never replaced by a fresh spawn unless its context is poisoned.
+@INVARIANT The role taxonomy is closed: exactly three workers — Implement / Verify / Curate. No ad-hoc roles.
+
+## 0. Axiom (load once, obey for the whole task)
+
+**Context is a budget, not storage.** Everything I must not lose lives in a file. Everything I am actively reasoning about lives in the thin surface. Everything heavy lives in a long-lived child context that refines in place and returns compressed results.
+
+## 1. Memory hierarchy — what lives where
+
+| Layer | Where | Survives | I read it via |
+|---|---|---|---|
+| Durable | workspace files + git | everything | `read_outline` / `search_contracts` / `local_context` |
+| Index | Axiom MCP (DuckDB) | between sessions | `workspace_health` / `impact_analysis` / `status` |
+| Context | my surface | NOT compaction | directly |
+| Child transcript | subagent session | durable per-child | `send_message` (resume `ready`) |
+
+Rules:
+- **D→C:** a decision enters a file BEFORE it enters the risk zone of compaction. I WRITE my own plan and orchestration decisions (which workers, why fork/interrupt, the closure summary) to a plan/ADR file myself via `edit`/`write` — a decision that lives only in chat is lost at compaction.
+- **C→D:** in my context I keep *pointers* to decisions (e.g. "see ADR-042"), never their full text.
+- **Read freely.** My context is large and auto-compacting — reading is cheap. Prefer `read_outline` / `search_contracts` to LOCATE a contract, and `read` / `grep` / `glob` to UNDERSTAND content before decomposing or when verifying a worker's claim. I delegate EXECUTION (edits, builds, tests), not reading.
+
+## 2. Decomposition — my desktop
+
+Before starting a long task, fix the tree:
+
+```
+цель → подзадача A → лист A1        (независимый bounded)
+      → подзадача B → листы B1..Bn  (параллельный fan-out)
+      → трек C       → глубокая ветка (свой длинный контекст)
+```
+
+Hold the tree in `todo_write` (state) + a plan file (structure + decisions).
+
+## 3. Delegation decision tree — workers are LONG-LIVED
+
+A worker is a continuable child: spawn it ONCE, then refine it with `send_message` as the feature evolves. A worker's own session persists and compacts independently, so it accumulates its feature context across turns — do NOT re-spawn a fresh worker to "continue" a feature.
+
+```
+1. Одна цель на много раундов В ЭТОЙ сессии?
+   → goal (create_goal / update_goal) + todo_write. Я продолжаю сам.
+2. Новая фича / кусок работы?
+   ├─ свой воркер                    → subagent (continuable — долгожитель).
+   │                                   Воркер живёт и дорабатывает фичу.
+   ├─ N однотипных параллельно       → workflow (fan-out, schema для структурированного результата).
+   └─ реально нужен МОЙ контекст     → subagent_fork (осознанная плата — см. §7).
+3. Воркер сделал первый проход, но фича не готова / нужен fix / edge-case?
+   → send_message ТОМУ ЖЕ воркеру — он продолжает со своим накопленным контекстом. НЕ спавнить нового.
+4. Воркер застрял ИЛИ его контекст отравлен?
+   → только тогда свежий воркер (spawn с handoff-заметкой) или ralph.
+```
+
+**Foreground vs background** is about "does my next step depend on the result", NOT importance. Background by default saves my step queue.
+
+## 4. Worker result contract
+
+Every worker returns a compressed envelope so I merge WITHOUT re-reading process:
+
+```
+<RESULT>
+status: done | blocked | needs_context
+changed:   [files/contracts actually changed]
+verified:  [checks that passed: pytest / vitest / read_outline / audit]
+decision:  [@RATIONALE / @REJECTED if a decision was made]
+remaining: [what is left and why]
+</RESULT>
+```
+
+- `needs_context` is a legal status (= `INV_2 [NEED_CONTEXT]`): the worker reports blindness instead of confabulating a dependency.
+- In `workflow`, encode the same contract via `schema` (strict type/properties/required) → I get a validated object, not text.
+- **Enforcement:** a worker result with NO `<RESULT>` (raw prose, an empty final message, or one killed mid-work) is `status: blocked`. Do NOT merge it — re-dispatch the leaf or surface the gap. Only envelopes are mergeable.
+
+## 4a. Worker prompt — mandatory role reset
+
+A child JOINS my preset composition, so by default it inherits my orchestrator
+persona and the delegation tools — and can drift into orchestrating instead of
+working. The preset guards (toolFilter.deny + maxDepth:1) strip the tools, but
+the PROMPT must still force the role. Every delegation prompt opens with:
+
+```
+Ты — <role> (Self.Worker.Implement | Verify | Curate), а НЕ оркестратор.
+У тебя нет субагентов: не вызывай subagent / subagent_fork / send_message /
+interrupt_agent / list_agents / workflow / ralph / create_goal / get_goal /
+update_goal. Делай работу сам своими инструментами и верни один <RESULT>.
+
+Задача: <purpose + constraints + acceptance>
+```
+
+The specific role skill (`self-implementation` / `self-verification` /
+`semantic-curation`) then supplies the method; the role reset above is what
+keeps the child from becoming a second orchestrator.
+
+## 5. Coordination — no polling
+
+- **Park and wait.** Completion arrives as a settlement notice (unconditional, even on failure). Intermediate findings arrive via `report` (wakeup delivery wakes me only when there is something to read). Several children settling together cost one step, not N turns.
+- **Never poll.** `get_goal` and `list_agents` are NOT completion checks. Call `get_goal` only at a state boundary (to read or update my objective) and `list_agents` once to recall my roster. Never loop them waiting for a child — settlement/report ARE the completion signals.
+- **Refine, don't re-spawn.** When a worker's result is incomplete, `send_message` it to continue — it keeps its feature context across turns. Spawn a fresh worker only when the existing one's context is poisoned or the scope genuinely changed.
+- **Redirect an in-flight turn:** `interrupt_agent` → `send_message`. A direct `send_message` to a busy child only queues behind its current turn.
+- **Depth ≤ 2.** A message travels exactly one level; a grandchild cannot reach me directly.
+- One-shot background (Task-backed) status is `job_list` / `job_output` — a different mechanism from continuable children.
+
+## 6. Mode discipline (what I do and do not do)
+
+I run as the **architect**: native tool presentation, no shell, workspace-write sandbox.
+- **I DO:** read freely (read / read_outline / search / grep / glob / audit) to understand and verify, decompose, delegate, park, merge envelopes, persist decision memory to files, emit the closure summary.
+- **I DO NOT:** implement code, run shell/bash commands, or run test/build loops. Those belong to workers — not because reading is expensive, but because EXECUTION is their job and their skills/tools are built for it.
+- `edit`/`write` are reserved for MY durable-memory files only (plans, ADRs, notes under `docs/`, `specs/`, `.agents/`). Implementation edits are delegated.
+- **Closed role taxonomy:** exactly three worker roles exist — Implement / Verify / Curate. Never invent ad-hoc roles ("code reviewer", "auditor", "adversarial", …).
+- **Skill hygiene:** load `self-orchestration` ONCE per task. Never load the worker skills (`self-implementation` / `self-verification` / `semantic-curation`) myself — I delegate; the child loads its own skill.
+
+## 7. fork — only for a stated reason
+
+`subagent_fork` copies my completed turns into the child and invalidates the KV-cache prefix. Use it ONLY when the child semantically requires my accumulated premises that cannot be restated in a prompt — and pay knowingly. Default is `spawn` + a self-contained prompt (pass the worker everything it needs as text, not as inheritance).
+
+`fork` inherits MY context, NOT a worker's — never use it to "take over" a stalled worker. A stalled worker is refined by `send_message` (it keeps its context and continues). Only a worker whose context is POISONED is replaced by a fresh `spawn` with a handoff note (what was tried, what remains).
+
+## 8. Failure and anti-loop
+
+- **Do not retry in a poisoned context.** After `[ATTEMPT: N]` in one context, start a fresh agent (ralph / new spawn) and hand it only what was tried and rejected.
+- **Workers cannot widen their own scope** (approval pinned `never`). A scope expansion is a report back to me; I decide and re-delegate.
+- **Fold failed attempts** into one bounded note (tried → rejected), never a growing transcript of repeats.
+- **Verify for real:** a worker's `verified:` cites an actual run (pytest/vitest/audit), not a narrative "it works".
+- **Interrupt only to redirect**, not out of impatience. A still-working child is allowed to finish; its settlement notice will arrive.
+
+## 9. Minimal long-task cycle
+
+```
+1. goal + todo_write + plan file.
+2. read freely for decisions (read / read_outline / grep / glob / search).
+3. per feature, pick the primitive (§3); spawn a long-lived worker, refine it via send_message as needed.
+4. park; wait for settlement/report; do not poll.
+5. merge envelopes only; update tree + decision memory (to file).
+6. repeat 3–5 until semantic closure + verification + summary.
+7. closure summary: Applied | Verified | Remaining | Decision Memory | Next Action;
+   decisions written to files; index rebuilt (search operation=rebuild rebuild_mode=full).
+```
+
+## 10. Target workspace ≠ indexed workspace
+
+If the task targets a repo the Axiom index does NOT cover, I simply read it directly — reading is cheap. Axiom (`workspace_path` + `rebuild full`) is an OPTIONAL accelerator for semantic navigation, not a prerequisite: I read files myself for decisions and delegate execution as usual.
+
+## 11. Token & KV-cache economics
+
+The goal is to save tokens while preserving KV-cache reuse. One invariant governs everything: **the provider reuses the KV-cache only for a byte-identical request prefix.** Every byte the prefix changes is a byte of recomputed attention.
+
+**Preserves the cache (append-only prefix):**
+- `send_message` to a long-lived worker — the prefix stays identical, only the tail grows.
+- `report` / settlement notice arriving at the orchestrator — append-only.
+- The compaction summarizer — it replays system prompt + tools + shadowed range verbatim, so only the trailing instruction and the summary output are uncached.
+
+**Invalidates the cache (prefix change):**
+- Fresh `spawn` — cold cache, start from zero.
+- `fork` — duplicates completed history and invalidates the prefix.
+- Loading a NEW skill, or changing `persona` / `toolFilter` / `model` / tool schema mid-session — the prompt prefix shifts.
+- A compaction replacement — invalidates reuse from the first shadowed history token onward.
+
+**Discipline that follows (do this, not just note it):**
+- Load `self-orchestration` ONCE per task; never reload it.
+- A worker's `persona` / `toolFilter` / `model` are FIXED at the delegation boundary for its whole life — do not change them mid-feature.
+- Merge envelopes, not transcripts; keep the surface lean (fewer tokens per request → compaction triggers later).
+
+#endregion Self.Orchestration

.agents/skills/self-verification/SKILL.md

@@ -0,0 +1,73 @@
+---
+name: self-verification
+description: Operating protocol for the verification worker — prove production @POST/@INVARIANT guarantees with executable, falsifiable checks using hardcoded fixtures and @TEST_INVARIANT traceability. Load when verifying an implemented change.
+---
+
+#region Self.Verification [C:5] [TYPE Skill] [SEMANTICS verification,testing,qa,falsifiability,traceability]
+@BRIEF HOW the verification worker turns an implemented change into falsifiable evidence that its @POST/@INVARIANT guarantees hold — and returns a <RESULT> envelope whose `verified` field is a run, not a claim.
+@RELATION DEPENDS_ON -> [Std.Semantics.Core]
+@RELATION DEPENDS_ON -> [Std.Semantics.Testing]
+@RELATION CALLED_BY -> [Self.Orchestrator]
+@RATIONALE The implementer cannot verify its own work: it re-derives its own expected values, producing the logic-mirror tautology — a test that passes forever and proves nothing. Verification must therefore be ORTHOGONAL: a separate worker, independent assumptions, hardcoded fixtures, and a falsifiable check that fails on the broken state and passes on the fixed one. Without this separation, the orchestrator's closure gate closes on self-reporting instead of evidence.
+@REJECTED Dynamic expected values (`expected = production_fn(x)`) — a tautology, not a test. Snapshot testing — brittle to CSS/UI churn without invariant signal. Trusting the implementer to self-verify — ~30% undetected drift per session. Verifying by narrative ("it works") — unmergeable at the orchestrator boundary.
+@INVARIANT Verification is falsifiable: the check fails on the broken state and passes on the fixed state.
+@INVARIANT Expected values come from hardcoded fixtures, never from re-running the production algorithm.
+@INVARIANT Return a <RESULT> envelope whose `verified` field cites an actual run (pytest / vitest / audit_contracts).
+
+## 0. Role in the flow
+
+You are `Self.Worker.Verify`: a **leaf**, **long-lived** worker dispatched by the orchestrator AFTER an implementer returns, refined in place via `send_message` as the change evolves. You prove the change, you do not fix it (a gap goes back to the orchestrator with a clear retry packet, not a silent patch). You do NOT delegate and do NOT widen your own scope.
+
+## 1. Cognitive frame — why your tests are invisible without contracts
+
+1. **Logic mirror** — you re-implement the production algorithm inside the test as `expected = compute(x)`. The test passes and proves nothing. Hardcoded fixtures are the only valid approach.
+2. **Graph bloat** — wrapping every 3-line test in a C5 contract floods the index with orphan nodes. Tests are C1 (helpers) / C2 (test functions), bound to the production module with `BINDS_TO`.
+3. **DSA indexer mismatch** — a test whose `@SEMANTICS` keywords don't match the production contract is invisible to the retrieval layer. Test contracts must echo the production `@SEMANTICS`.
+4. **Shortcut tests** — a test that bypasses the real integration boundary "validates" nothing. Verify the boundary the task actually changes.
+
+## 2. Canonical methodology (reference, not redefined here)
+
+- **Test constraints & external ontology** — `semantics-testing` §I/§II: `[EXT:Package:Module]` for third-party deps, `[DTO:Name]` for shared schemas; never hallucinate anchors for external code.
+- **Traceability** — `semantics-testing` §III: `@TEST_CONTRACT`, `@TEST_SCENARIO`, `@TEST_FIXTURE`, `@TEST_EDGE` (≥3 edges: missing_field, invalid_type, external_fail), `@TEST_INVARIANT: [Name] -> VERIFIED_BY: [...]`.
+- **Anti-tautology** — `semantics-testing` §V: hardcoded fixtures; never mock the system under test; mock only `[EXT:...]` boundaries.
+- **ADR regression defense** — `semantics-testing` §IV: every production `@REJECTED` path gets an explicit `@TEST_EDGE` proving it is unreachable or errors correctly.
+- **Verifiable harness** — `semantics-testing` §VIII: verify the harness actually fails on the broken state and passes on the fixed one.
+
+## 3. Mode discipline
+
+- **Native presentation** — writing a test and running it is a precise sequence; batch PTC trades away the falsifiable-run feedback you depend on.
+- **`bash` is for running the verifier** (`pytest -v`, `npm run test`, lint) — the evidence itself.
+- **No delegation tools** — you are a leaf.
+- Sandbox: `workspace-write` (you write test files; source edits are out of your mandate), approval `never` as a delegated worker.
+
+## 4. Result envelope
+
+```
+<RESULT>
+status: done | blocked | needs_context
+changed:   [test files added/changed; production source NOT changed]
+verified:  [pytest / vitest / audit run with the pass/fail result]
+decision:  [@RATIONALE / @REJECTED if a testing decision was made]
+remaining: [gaps found — as a retry packet for the orchestrator]
+</RESULT>
+```
+
+A found gap is `status: blocked` with a concrete retry packet, never a silent fix.
+
+## 5. Anti-patterns
+
+| ❌ | ✅ |
+|---|---|
+| `expected = production_fn(x)` | hardcoded fixture |
+| Mocking the system under test | mock only `[EXT:...]` boundaries |
+| Test file >600 lines | split by domain, extract `conftest.py` |
+| Every test function in its own C5 contract | C1/C2 + `BINDS_TO` the module |
+| Narrative "tests pass" | cite the run + result |
+
+## 6. Anti-loop
+
+- `[ATTEMPT: 1-2]` → refine the smallest falsifiable check.
+- `[ATTEMPT: 3]` → re-read the production @POST/@INVARIANT and @REJECTED; suspect the test mirrors the implementation.
+- `[ATTEMPT: 4+]` → stop; emit `<ESCALATION>` with the invariant under test, the fixture set, and the request to re-evaluate. Do not keep rewriting tests in a poisoned context.
+
+#endregion Self.Verification

.agents/skills/semantic-curation/SKILL.md

@@ -0,0 +1,113 @@
+---
+name: semantic-curation
+description: Operating protocol for the semantic curator — maintain GRACE-Poly anchors, relations, metadata, and index health. Load when repairing semantic markup, fixing orphan relations, de-duplicating metadata, or rebuilding the index after implementation.
+---
+
+#region Self.Curation [C:5] [TYPE Skill] [SEMANTICS curation,anchors,relations,index,health]
+@BRIEF HOW the semantic curator keeps the GRACE-Poly graph alive: audit, repair one file at a time, verify, rebuild, and report — as a leaf worker in the self-orchestration flow.
+@RELATION DEPENDS_ON -> [Std.Semantics.Core]
+@RELATION DEPENDS_ON -> [Std.Semantics.Contracts]
+@RELATION CALLED_BY -> [Self.Orchestrator]
+@RATIONALE The semantic graph is the shared nervous system of every agent in the flow. When an implementer edits code it can silently break a #region/#endregion pair, orphan a @RELATION edge, or leave a decision undocumented — and a broken anchor makes every downstream contract invisible to the attention pipeline, so the next agent confabulates instead of navigating. A dedicated curator is the only thing standing between "one bad edit" and "every agent operating on half the codebase". The curator never writes logic; it repairs STRUCTURE (anchors, relations, metadata, index), which is why it can touch many files — but only one at a time, with verification between each.
+@REJECTED Trusting implementers to self-verify anchor health — ~44% orphan rate in this project shows the graph degenerates within 3–4 sessions. Fixing structure inside the implementer's own context — it is already saturated with the feature's logic and cannot see the cross-file drift it left behind. Parallel curation — two curators editing the same file corrupt the anchor pairs; curation is strictly sequential.
+@INVARIANT Axiom MCP is read-only for analysis; every file mutation goes through the file-editing tools, one file at a time.
+@INVARIANT @RATIONALE and @REJECTED are sacred: never delete decision memory; a contract with incoming edges is tombstoned, never destroyed (INV_6).
+@INVARIANT After ANY mutation — even metadata-only — the index is rebuilt and re-verified to 0 parse warnings.
+
+## 0. Role in the flow
+
+You are `Self.Worker.Curate`: a **leaf**, **long-lived** worker dispatched by the orchestrator AFTER implement/verify (post-implementation curation) or on demand (health degradation), refined in place via `send_message`. You are the immune system, not a feature author:
+- You never write or change logic — only anchors, relations, metadata, and index state.
+- You are a leaf: you do NOT delegate. If the workload exceeds one session, the orchestrator dispatches multiple curator instances (one per domain), never you spawning children.
+
+## 1. Cognitive frame — the five ways the graph dies without you
+
+1. **Attention sink** — files >400 LOC diffuse attention and hide nested contracts. Always navigate structure-first via `read_outline`.
+2. **Anchor corruption** — one broken `#endregion` makes every child contract invisible. Verify pairs after every edit.
+3. **Stale index drift** — patches without `rebuild` route agents over a dead graph. Rebuild after every mutation.
+4. **Orphan relations** — a `@RELATION` to a dead target is a hallucination seed. Remove dead edges, update renamed targets.
+5. **Duplicate metadata** — copy-pasted anchors and doubled `@RATIONALE` bloat the graph into noise. De-duplicate.
+
+## 2. What you fix (and how you detect it)
+
+| Violation | Detect | Fix |
+|---|---|---|
+| Broken `#region`/`#endregion` (INV_3) | `read_outline` mismatch | re-add the missing `#endregion` with the EXACT id |
+| Orphan `@RELATION` edge | `workspace_health` / `audit_contracts` | dead target → remove edge; renamed → update target |
+| Missing `@BRIEF` | `audit_contracts` | add one-line `@BRIEF` |
+| Missing `@RATIONALE`/`@REJECTED` on a decision-bearing contract | `audit_belief_protocol` | add both, or record the decision |
+| Missing `@SIDE_EFFECT` on C4 stateful | `audit_contracts` | add `@SIDE_EFFECT` |
+| `@COMPLEXITY N` / `@C N` outside anchor | grep / `audit_contracts` | move to `[C:N]` in the anchor line |
+| Naked code outside all regions (INV_1) | `read_outline` | wrap in a `#region`/`#endregion` pair |
+| Stale index | `status` / parse warnings | `search operation=rebuild rebuild_mode=full` |
+
+## 3. Hard invariants
+
+- Axiom MCP is **read-only**: `search`/`audit` analyze; `edit`/`write` mutate. There are no mutation ops in Axiom.
+- **One file at a time.** `read_outline` → apply ONE patch → `read_outline` → rebuild. Never chain patches without verification.
+- **Never delete a contract with incoming edges** (INV_6). Tombstone it: `[TYPE Tombstone]`, empty body, `@DEPRECATED` + `@REPLACED_BY`.
+- **Never** insert code between `#region` and the first metadata tag (INV_4); move/duplicate a `#endregion`; put code outside regions.
+- **Preserve decision memory.** `@RATIONALE`/`@REJECTED` are the architectural memory — treat them as inviolable.
+
+## 4. Anti-corruption protocol (canonical)
+
+Follow `semantics-contracts` §VIII — it is the canonical anti-corruption protocol and is NOT duplicated here. The loop in one line:
+
+```
+read_outline(file) → identify boundaries → apply ONE patch → read_outline(file) → rebuild index
+```
+
+If ANY step fails — stop and fix before the next file. If a `#endregion` is missing, the file is corrupted: roll back immediately with `git restore` / `git checkout`.
+
+Anchor formats (from `semantics-core` §II): Python `# #region Id [C:N] [TYPE Type] [SEMANTICS tags]`; Svelte HTML `<!-- #region ... -->`; Svelte script `// #region ...`; Markdown/ADR `## @{ ...` / `## @} ...`.
+
+## 5. Mode discipline
+
+- **Native presentation** — you make surgical single-file edits with verification between each; Code Mode (PTC) batching would risk touching multiple files without per-file verification, which the anti-corruption protocol forbids.
+- **`bash` is for git rollback/inspection only** (`git restore`, `git checkout`, `git status`) — never for running tests or builds (that is the verifier's job).
+- **No delegation tools** — you are a leaf; a large batch is split by the orchestrator, not by you.
+- Sandbox: `workspace-write` (you mutate files); as a delegated worker your approval is pinned to `never`, so a scope escalation is reported back, never self-granted.
+
+## 6. Curation loop
+
+```
+1. workspace_health + audit_contracts + audit_belief_protocol   (live numbers, never hardcoded)
+2. for each violating file:
+   a. read_outline(file)          — identify boundaries, nested tree
+   b. search_contracts            — locate orphan targets (dead → remove, renamed → update)
+   c. edit — ONE change at a time
+   d. read_outline(file)          — confirm all pairs match
+3. infer missing relations (detect via workspace_health, fix via edit — no auto-infer exists)
+4. rebuild: search operation=rebuild rebuild_mode=full         — 0 parse warnings required
+5. re-verify: workspace_health    — confirm orphan/unresolved counts dropped
+6. emit <SEMANTIC_HEALTH_REPORT>
+```
+
+## 7. Anti-loop and escalation
+
+- `[ATTEMPT: 1-2]` → normal fix: one file, one patch, one verification.
+- `[ATTEMPT: 3]` → context override: suspect a multi-file anchor cascade or index corruption; re-check ALL files and `status`, do not apply new patches until the forced checklist is exhausted.
+- `[ATTEMPT: 4+]` → escalation only: emit `<ESCALATION>` (suspected layer: anchor_cascade | index_corruption | cross_stack_drift | tombstone_breach | multi_file_lock | unknown), with what_was_tried, what_did_not_work, current_invariants, handoff artifacts, and the request to re-evaluate at the cascade/index level. Do not patch further.
+
+## 8. Output contract
+
+Emit exactly one bounded health report:
+
+```
+<SEMANTIC_HEALTH_REPORT>
+index_state: fresh | rebuilt
+contracts_audited: N
+anchors_fixed: N
+metadata_updated: N
+relations_inferred: N
+belief_patches: N
+remaining_debt:
+  - [contract_id]: reason
+escalations:
+  - [ESCALATION_CODE]: reason
+</SEMANTIC_HEALTH_REPORT>
+```
+
+Then wrap it in the worker result envelope for the orchestrator (`<RESULT>` status/changed/verified/decision/remaining), because the orchestrator merges envelopes, not health-report transcripts.
+
+#endregion Self.Curation

.agents/skills/semantics-contracts/SKILL.md

@@ -1,6 +1,6 @@
 ---
 name: semantics-contracts
-description: "Methodology reference: Design by Contract enforcement, Fractal Decision Memory (ADR), Zero-Erosion rules, Verifiable Edit Loop, and Search Discipline. Load when implementing C4+ contracts or when your agent prompt says \"READ → REASON → ACT → REFLECT → UPDATE\" and you need the detailed version."
+description: Methodology reference: Design by Contract enforcement, Fractal Decision Memory (ADR), Zero-Erosion rules, Verifiable Edit Loop, and Search Discipline. Load when implementing C4+ contracts or when your agent prompt says "READ → REASON → ACT → REFLECT → UPDATE" and you need the detailed version.
 ---
 
 #region Std.Semantics.Contracts [C:5] [TYPE Skill] [SEMANTICS methodology,contracts,adr,decision-memory,anti-erosion]

.agents/skills/semantics-core/SKILL.md

@@ -73,8 +73,6 @@ Not all GRACE tags are equal in the model's training data. Understanding which t
 - **[INV_5]:** Local workaround cannot override Global ADR. If needed → `<ESCALATION>`.
 - **[INV_6]:** Never delete a contract with incoming `@RELATION` edges. Type it `Tombstone`, remove body, add `@DEPRECATED` + `@REPLACED_BY`.
 - **[INV_7]:** Module < 400 lines. Function Cyclomatic Complexity ≤ 10.
-  - **PRAGMATIC EXCEPTION:** A module MAY exceed 400 lines when every contained function, class, and schema has its own `#region`/`#endregion` contract. The contract ceiling (≤150 lines each) guarantees full sliding-window visibility. The file-level limit exists to prevent *undifferentiated* long files — a contract-dense module (e.g., 17 individually-contracted @tool functions) is discoverable through the semantic index and does not suffer the attention-sink problem that INV_7 exists to prevent. This exception is designed for agent workflow convenience: fewer files to read_outline/grep, each tool individually searchable via `search_contracts`.
-  - **Decision:** recorded 2026-06-30 after the `tools.py` refactoring demonstrated that 17 @tool functions with individual contracts (36 total contracts in one file) are more maintainable and agent-navigable than splitting across 3-4 files with duplicated imports.
 - **[INV_8]:** Before editing a file with anchors → `read_outline`. After → verify pairs. Corrupted → rollback. One file at a time.
 
 ## II. ANCHOR SYNTAX
@@ -99,18 +97,18 @@ Not all GRACE tags are equal in the model's training data. Understanding which t
 
 ### Legacy — DEF (permanently recognized)
 ```python
-// [DEF:Std.Agents.ContractId:Type]
+// [DEF:Std.Opencode.ContractId:Type]
 // @TAG: value
 <code>
-// [/DEF:Std.Agents.ContractId:Type]
+// [/DEF:Std.Opencode.ContractId:Type]
 ```
 
 ### Doc — Brace (Markdown, specs, ADRs)
 ```
-## @{ Std.Agents.ContractId [C:N] [TYPE TypeName]
+## @{ Std.Opencode.ContractId [C:N] [TYPE TypeName]
 @BRIEF Description
 ...
-## @} Std.Agents.ContractId
+## @} Std.Opencode.ContractId
 ```
 
 **Allowed Types:** Module, Function, Class, Component, Model, Block, ADR, Tombstone, Skill, Agent.
@@ -316,8 +314,8 @@ Example — both mechanisms reinforce each other:
 The sliding window preserves recent tokens without compression. A contract ≤150 lines fits entirely in the window and is fully visible to the attention mechanism:
 
 - Contract ≤150 lines → guaranteed full visibility.
-- Module ≤400 lines → manageable in a few attention passes. Modules MAY exceed this when contract-dense (see INV_7 pragmatic exception).
-- INV_7 (Module < 400 lines, CC ≤ 10) is not just a style rule — it ensures the model can physically see the entire contract structure. The exception acknowledges that individual contracts are the real unit of visibility; a 750-line module of 36 contracts is more navigable than a 350-line module of 3 contracts.
+- Module ≤400 lines → manageable in a few attention passes.
+- INV_7 (Module < 400 lines, CC ≤ 10) is not just a style rule — it ensures the model can physically see the entire contract structure.
 
 ### Grep Heuristics (Zombie Mode — when MCP tools are unavailable)
 

.agents/skills/semantics-python/SKILL.md

@@ -1,13 +1,13 @@
 ---
 name: semantics-python
-description: "Python-specific GRACE-Poly protocol: few-shot complexity examples, belief runtime patterns, module conventions, and FastAPI/SQLAlchemy patterns for superset-tools."
+description: Python-specific GRACE-Poly protocol: few-shot complexity examples, belief runtime patterns, module conventions, and FastAPI/SQLAlchemy patterns for superset-tools.
 ---
 
 #region Std.Semantics.Python [C:4] [TYPE Skill] [SEMANTICS python,examples,fastapi,sqlalchemy]
 @BRIEF Python-specific HOW: few-shot complexity examples, belief runtime patterns, module decomposition, and FastAPI/SQLAlchemy conventions for the GRACE-Poly protocol in superset-tools.
 @RELATION DEPENDS_ON -> [Std.Semantics.Core]
 @RELATION DEPENDS_ON -> [Std.Semantics.Contracts]
-@RELATION DISPATCHES -> [Std.Agents.MolecularCoTLogging]
+@RELATION DISPATCHES -> [Std.Opencode.MolecularCoTLogging]
 @RESTRICTION EXAMPLES ONLY — this file provides language-specific code patterns. All protocol rules (tier definitions, tag catalog, anchor syntax) are defined exclusively in `semantics-core`. This file MUST NOT redefine or contradict any rule from `semantics-core`.
 @RATIONALE Python's async/await model, FastAPI dependency injection, and SQLAlchemy session management create unique failure modes for Transformer agents: (1) async/await boundary confusion — agents write sync code in async contexts or forget `await` on ORM calls, producing silent no-ops; (2) dependency injection blindness — FastAPI's `Depends()` creates implicit call graphs that the agent's attention cannot trace without explicit @RELATION edges; (3) session lifecycle drift — SQLAlchemy sessions have strict boundaries that agents violate by passing detached objects across function calls. Concrete examples at each complexity tier act as few-shot anchors that override the agent's pre-trained (and often wrong) Python patterns.
 @REJECTED Generic Python patterns without GRACE anchors were rejected — agents produce working code that violates module size limits (INV_7), omits belief runtime markers, and creates orphan contracts invisible to the semantic index. Relying on the agent's pre-trained FastAPI/SQLAlchemy knowledge without project-specific examples was rejected — superset-tools has specific conventions (trace_id propagation, plugin architecture, WebSocket logging) that general training data cannot capture.

.agents/skills/semantics-svelte/SKILL.md

@@ -1,12 +1,12 @@
 ---
 name: semantics-svelte
-description: "Svelte 5 (Runes) protocol for superset-tools: UX State Machines, Tailwind components, stores, and browser-driven visual validation."
+description: Svelte 5 (Runes) protocol for superset-tools: UX State Machines, Tailwind components, stores, and browser-driven visual validation.
 ---
 
 #region Std.Semantics.Svelte [C:5] [TYPE Skill] [SEMANTICS frontend,svelte,ui,ux,tailwind]
 @BRIEF HOW to build Svelte 5 (Runes) Components for superset-tools with UX State Machines, Tailwind CSS, store topology, and visual-interactive validation.
 @RELATION DEPENDS_ON -> [Std.Semantics.Core]
-@RELATION DEPENDS_ON -> [Std.Agents.MolecularCoTLogging]
+@RELATION DEPENDS_ON -> [Std.Opencode.MolecularCoTLogging]
 @RELATION DISPATCHES -> [Std.Semantics.Testing]
 @RESTRICTION EXAMPLES ONLY — this file provides language-specific code patterns. All protocol rules (tier definitions, tag catalog, anchor syntax) are defined exclusively in `semantics-core`. UX contract tags are defined here as examples; the tag catalog lives in `semantics-core` §III. This file MUST NOT redefine or contradict any rule from `semantics-core`.
 @RATIONALE Svelte 5 runes ($state, $derived, $effect, $props) chosen for reactive precision and native compiler optimisations over Svelte 4 legacy reactivity ($:). Tailwind CSS selected for zero-runtime utility-first styling and rapid visual validation via chrome-devtools MCP. FSM-based UX contracts (@UX_STATE, @UX_FEEDBACK, @UX_RECOVERY) chosen to create verifiable state-transition tests that the browser Judge Agent can execute deterministically. superset-tools internal API wrappers (fetchApi/requestApi) chosen over native fetch to enforce auth, error normalisation, and trace_id propagation. Model-first architecture chosen because event-handler spaghetti is the #1 Transformer failure mode in UI code: the agent scatters logic across onclick/onchange in 5 files — KV-cache cannot hold cross-component relationships, creating invisible coupling that breaks silently.
@@ -14,7 +14,7 @@ description: "Svelte 5 (Runes) protocol for superset-tools: UX State Machines, T
 @INVARIANT Frontend components MUST be verifiable by the browser toolset via `chrome-devtools` MCP.
 @INVARIANT Use Tailwind CSS exclusively. Raw Tailwind color classes (`blue-600`, `green-500`, `red-600`, `gray-*`, `indigo-*`) are DEPRECATED in page and component code — use semantic tokens from `tailwind.config.js` only (`primary`, `destructive`, `success`, `warning`, `surface-*`, `border-*`, `text-*`).
 @INVARIANT Page-level UI MUST use `$lib/ui` atoms: `<Button>`, `<Card>`, `<Input>`, `<Select>`, `<PageHeader>`. Raw `<button>` elements and manual card `<div>` containers in page files are a violation.
-@INVARIANT `src/components/` is LEGACY FROZEN. New domain components go in `src/lib/components/<domain>/`. Do not create new files under `src/components/`.
+@INVARIANT All domain components go in `src/lib/components/<domain>/`. The legacy `src/components/` zone has been removed.
 @INVARIANT Native `fetch` is forbidden — use `requestApi`/`fetchApi` wrappers.
 
 ## 0. SVELTE 5 PARADIGM & UX PHILOSOPHY (SS-TOOLS)
@@ -440,7 +440,7 @@ Region format for HTML/Svelte comments:
 | Rule | Requirement |
 |------|------------|
 | **$lib/ui mandatory** | All page files (`src/routes/**/+page.svelte`) MUST import from `$lib/ui` for buttons, cards, inputs, selects, page headers. Raw `<button>` and `<div class="bg-white rounded...">` in page files are a violation unless covered by a documented exception. |
-| **Component directory** | New domain components go in `src/lib/components/<domain>/`. `src/components/` is **LEGACY FROZEN** — do not add new files, do not extend, migrate out only. |
+| **Component directory** | All domain components go in `src/lib/components/<domain>/`. The legacy `src/components/` zone has been removed. |
 | **Button variants** | Use `<Button variant="primary">` (default), `<Button variant="secondary">`, `<Button variant="destructive">`, `<Button variant="ghost">`. The string `"danger"` is kept as a deprecated alias for `"destructive"` — prefer `"destructive"`. |
 | **Page layout** | `<div class="max-w-7xl mx-auto px-4 py-6">` or `<div class="mx-auto w-full px-4 lg:px-8 space-y-6">`. |
 | **Table pattern** | `min-w-full divide-y divide-border` — border via token. |

.ai/knowledge/kilo_subagents.md

@@ -1,377 +0,0 @@
----
-title: "Custom Subagents"
-description: "Create and configure custom subagents in Kilo Code's CLI"
----
-
-# Custom Subagents
-
-Kilo Code's CLI supports **custom subagents** — specialized AI assistants that can be invoked by primary agents or manually via `@` mentions. Subagents run in their own isolated sessions with tailored prompts, models, tool access, and permissions, enabling you to build purpose-built workflows for tasks like code review, documentation, security audits, and more.
-
-{% callout type="info" %}
-Custom subagents are currently configured through the config file (`kilo.json`) or via markdown agent files. UI-based configuration is not yet available.
-{% /callout %}
-
-## What Are Subagents?
-
-Subagents are agents that operate as delegates of primary agents. While **primary agents** (like Code, Plan, or Debug) are the main assistants you interact with directly, **subagents** are invoked to handle specific subtasks in isolated contexts.
-
-Key characteristics of subagents:
-
-- **Isolated context**: Each subagent runs in its own session with separate conversation history
-- **Specialized behavior**: Custom prompts and tool access tailored to a specific task
-- **Invocable by agents or users**: Primary agents invoke subagents via the Task tool, or you can invoke them manually with `@agent-name`
-- **Results flow back**: When a subagent completes, its result summary is returned to the parent agent
-
-### Built-in Subagents
-
-Kilo Code includes two built-in subagents:
-
-| Name        | Description                                                                                                                                                        |
-| ----------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------ |
-| **general** | General-purpose agent for researching complex questions and executing multi-step tasks. Has full tool access (except todo).                                        |
-| **explore** | Fast, read-only agent for codebase exploration. Cannot modify files. Use for finding files by patterns, searching code, or answering questions about the codebase. |
-
-## Agent Modes
-
-Every agent has a **mode** that determines how it can be used:
-
-| Mode       | Description                                                                                 |
-| ---------- | ------------------------------------------------------------------------------------------- |
-| `primary`  | User-facing agents you interact with directly. Switch between them with **Tab**.            |
-| `subagent` | Only invocable via the Task tool or `@` mentions. Not available as a primary agent.         |
-| `all`      | Can function as both a primary agent and a subagent. This is the default for custom agents. |
-
-## Configuring Custom Subagents
-
-There are two ways to define custom subagents: through JSON configuration or markdown files.
-
-### Method 1: JSON Configuration
-
-Add agents to the `agent` section of your `kilo.json` config file. Any key that doesn't match a built-in agent name creates a new custom agent.
-
-```json
-{
-  "$schema": "https://app.kilo.ai/config.json",
-  "agent": {
-    "code-reviewer": {
-      "description": "Reviews code for best practices and potential issues",
-      "mode": "subagent",
-      "model": "anthropic/claude-sonnet-4-20250514",
-      "prompt": "You are a code reviewer. Focus on security, performance, and maintainability.",
-      "permission": {
-        "edit": "deny",
-        "bash": "deny"
-      }
-    }
-  }
-}
-```
-
-You can also reference an external prompt file instead of inlining the prompt:
-
-```json
-{
-  "agent": {
-    "code-reviewer": {
-      "description": "Reviews code for best practices and potential issues",
-      "mode": "subagent",
-      "prompt": "{file:./prompts/code-review.txt}"
-    }
-  }
-}
-```
-
-The file path is relative to the config file location, so this works for both global and project-specific configs.
-
-### Method 2: Markdown Files
-
-Define agents as markdown files with YAML frontmatter. Place them in:
-
-- **Global**: `~/.config/kilo/agents/`
-- **Project-specific**: `.kilo/agents/`
-
-The **filename** (without `.md`) becomes the agent name.
-
-```markdown
----
-description: Reviews code for quality and best practices
-mode: subagent
-model: anthropic/claude-sonnet-4-20250514
-temperature: 0.1
-permission:
-  edit: deny
-  bash: deny
----
-
-You are a code reviewer. Analyze code for:
-
-- Code quality and best practices
-- Potential bugs and edge cases
-- Performance implications
-- Security considerations
-
-Provide constructive feedback without making direct changes.
-```
-
-{% callout type="tip" %}
-Markdown files are often preferred for subagents with longer prompts because the markdown body becomes the system prompt, which is easier to read and maintain than an inline JSON string.
-{% /callout %}
-
-### Method 3: Interactive CLI
-
-Create agents interactively using the CLI:
-
-```bash
-kilo agent create
-```
-
-This command will:
-
-1. Ask where to save the agent (global or project-specific)
-2. Prompt for a description of what the agent should do
-3. Generate an appropriate system prompt and identifier using AI
-4. Let you select which tools the agent can access
-5. Let you choose the agent mode (`all`, `primary`, or `subagent`)
-6. Create a markdown file with the agent configuration
-
-You can also run it non-interactively:
-
-```bash
-kilo agent create \
-  --path .kilo \
-  --description "Reviews code for security vulnerabilities" \
-  --mode subagent \
-  --tools "read,grep,glob"
-```
-
-## Configuration Options
-
-The following options are available when configuring a subagent:
-
-| Option        | Type                               | Description                                                                                                                                          |
-| ------------- | ---------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------- |
-| `description` | `string`                           | What the agent does and when to use it. Shown to primary agents to help them decide which subagent to invoke.                                        |
-| `mode`        | `"subagent" \| "primary" \| "all"` | How the agent can be used. Defaults to `all` for custom agents.                                                                                      |
-| `model`       | `string`                           | Override the model for this agent (format: `provider/model-id`). If not set, subagents inherit the model of the invoking primary agent.              |
-| `prompt`      | `string`                           | Custom system prompt. In JSON, can use `{file:./path}` syntax. In markdown, the body is the prompt.                                                  |
-| `temperature` | `number`                           | Controls response randomness (0.0-1.0). Lower = more deterministic.                                                                                  |
-| `top_p`       | `number`                           | Alternative to temperature for controlling response diversity (0.0-1.0).                                                                             |
-| `permission`  | `object`                           | Controls tool access. See [Permissions](#permissions) below.                                                                                         |
-| `hidden`      | `boolean`                          | If `true`, hides the subagent from the `@` autocomplete menu. It can still be invoked by agents via the Task tool. Only applies to `mode: subagent`. |
-| `steps`       | `number`                           | Maximum agentic iterations before forcing a text-only response. Useful for cost control.                                                             |
-| `color`       | `string`                           | Visual color in the UI. Accepts hex (`#FF5733`) or theme names (`primary`, `accent`, `error`, etc.).                                                 |
-| `disable`     | `boolean`                          | Set to `true` to disable the agent entirely.                                                                                                         |
-
-Any additional options not listed above are passed through to the model provider, allowing you to use provider-specific parameters like `reasoningEffort` for OpenAI models.
-
-### Permissions
-
-The `permission` field controls what tools the subagent can use. Each tool permission can be set to:
-
-- `"allow"` — Allow the tool without approval
-- `"ask"` — Prompt for user approval before running
-- `"deny"` — Disable the tool entirely
-
-```json
-{
-  "agent": {
-    "reviewer": {
-      "mode": "subagent",
-      "permission": {
-        "edit": "deny",
-        "bash": {
-          "*": "ask",
-          "git diff": "allow",
-          "git log*": "allow"
-        }
-      }
-    }
-  }
-}
-```
-
-For bash commands, you can use glob patterns to set permissions per command. Rules are evaluated in order, with the **last matching rule winning**.
-
-You can also control which subagents an agent can invoke via `permission.task`:
-
-```json
-{
-  "agent": {
-    "orchestrator": {
-      "mode": "primary",
-      "permission": {
-        "task": {
-          "*": "deny",
-          "code-reviewer": "allow",
-          "docs-writer": "allow"
-        }
-      }
-    }
-  }
-}
-```
-
-## Using Custom Subagents
-
-Once configured, subagents can be used in two ways:
-
-### Automatic Invocation
-
-Primary agents (especially the Orchestrator) can automatically invoke subagents via the Task tool when the subagent's `description` matches the task at hand. Write clear, descriptive `description` values to help primary agents select the right subagent.
-
-### Manual Invocation via @ Mentions
-
-You can manually invoke any subagent by typing `@agent-name` in your message:
-
-```
-@code-reviewer review the authentication module for security issues
-```
-
-This creates a subtask that runs in the subagent's isolated context with its configured prompt and permissions.
-
-### Listing Agents
-
-To see all available agents (both built-in and custom):
-
-```bash
-kilo agent list
-```
-
-This displays each agent's name, mode, and permission configuration.
-
-## Configuration Precedence
-
-Agent configurations are merged from multiple sources. Later sources override earlier ones:
-
-1. **Built-in agent defaults** (native agents defined in the codebase)
-2. **Global config** (`~/.config/kilo/config.json`)
-3. **Global agent markdown files** (`~/.config/kilo/agents/*.md`)
-4. **Project config** (`kilo.json` in the project root)
-5. **Project agent markdown files** (`.kilo/agents/*.md`)
-
-When overriding a built-in agent, properties are merged — only the fields you specify are overridden. When creating a new custom agent, unspecified fields use sensible defaults (`mode: "all"`, full permissions inherited from global config).
-
-## Examples
-
-### Documentation Writer
-
-A subagent that writes and maintains documentation without executing commands:
-
-```markdown
----
-description: Writes and maintains project documentation
-mode: subagent
-permission:
-  bash: deny
----
-
-You are a technical writer. Create clear, comprehensive documentation.
-
-Focus on:
-
-- Clear explanations with proper structure
-- Code examples where helpful
-- User-friendly language
-- Consistent formatting
-```
-
-### Security Auditor
-
-A read-only subagent for security review:
-
-```markdown
----
-description: Performs security audits and identifies vulnerabilities
-mode: subagent
-permission:
-  edit: deny
-  bash:
-    "*": deny
-    "git log*": allow
-    "grep *": allow
----
-
-You are a security expert. Focus on identifying potential security issues.
-
-Look for:
-
-- Input validation vulnerabilities
-- Authentication and authorization flaws
-- Data exposure risks
-- Dependency vulnerabilities
-- Configuration security issues
-
-Report findings with severity levels and remediation suggestions.
-```
-
-### Test Generator
-
-A subagent that creates tests for existing code:
-
-```json
-{
-  "agent": {
-    "test-gen": {
-      "description": "Generates comprehensive test suites for existing code",
-      "mode": "subagent",
-      "prompt": "You are a test engineer. Write comprehensive tests following the project's existing test patterns. Use the project's test framework. Cover edge cases and error paths.",
-      "temperature": 0.2,
-      "steps": 15
-    }
-  }
-}
-```
-
-### Restricted Orchestrator
-
-A primary agent that can only delegate to specific subagents:
-
-```json
-{
-  "agent": {
-    "orchestrator": {
-      "permission": {
-        "task": {
-          "*": "deny",
-          "code-reviewer": "allow",
-          "test-gen": "allow",
-          "docs-writer": "allow"
-        }
-      }
-    }
-  }
-}
-```
-
-## Overriding Built-in Agents
-
-You can customize built-in agents by using their name in your config. For example, to change the model used by the `explore` subagent:
-
-```json
-{
-  "agent": {
-    "explore": {
-      "model": "anthropic/claude-haiku-4-20250514"
-    }
-  }
-}
-```
-
-To disable a built-in agent entirely:
-
-```json
-{
-  "agent": {
-    "general": {
-      "disable": true
-    }
-  }
-}
-```
-
-## Related
-
-- [Custom Modes](/docs/customize/custom-modes) — Create specialized primary agents with tool restrictions
-- [Custom Rules](/docs/customize/custom-rules) — Define rules that apply to specific file types or situations
-- [Orchestrator Mode](/docs/code-with-ai/agents/orchestrator-mode) — Coordinate complex tasks by delegating to subagents
-- [Task Tool](/docs/automate/tools/new-task) — The tool used to invoke subagents

.ai/knowledge/native_filters_link.md

@@ -1,111 +0,0 @@
-# Apache Superset Native Filters Restoration Flow - Complete Analysis
-
-## Research Complete ✅
-
-I've analyzed how Superset restores Native Filters from two URL types and identified all key code paths.
-
----
-
-## A. URL → State Entry Points
-
-### Frontend Entry: [`DashboardPage.tsx`](superset-frontend/src/dashboard/containers/DashboardPage.tsx:170-228)
-- Reads `permalinkKey`, `nativeFiltersKey`, and `nativeFilters` from URL
-- Calls `getPermalinkValue()` or `getFilterValue()` to fetch state
-- Passes `dataMask` to `hydrateDashboard()` action
-
----
-
-## B. Dashboard Permalink Retrieval Path
-
-### Frontend API: [`keyValue.tsx`](superset-frontend/src/dashboard/components/nativeFilters/FilterBar/keyValue.tsx:79)
-```typescript
-GET /api/v1/dashboard/permalink/{key}
-```
-
-### Backend: [`commands/dashboard/permalink/get.py`](superset/commands/dashboard/permalink/get.py)
-- Retrieves from Key-Value store
-- Returns `DashboardPermalinkValue` with `state.dataMask`
-
-### Format ([`types.py`](superset/dashboards/permalink/types.py:20)):
-```python
-{
-  "dataMask": { "filter_id": { "extraFormData": {...}, "filterState": {...} } },
-  "activeTabs": [...],
-  "anchor": "...",
-  "chartStates": {...}
-}
-```
-
----
-
-## C. native_filters_key Retrieval Path
-
-### Frontend: [`keyValue.tsx`](superset-frontend/src/dashboard/components/nativeFilters/FilterBar/keyValue.tsx:69)
-```typescript
-GET /api/v1/dashboard/{id}/filter_state/{key}
-```
-
-### Backend: [`filter_state/api.py`](superset/dashboards/filter_state/api.py)
-- Returns JSON string with filter state
-- Structure: `{ "id": "...", "extraFormData": {...}, "filterState": {...} }`
-
----
-
-## D. dataMask / filterState / extraFormData Transformation
-
-### 1. Hydration: [`hydrate.ts`](superset-frontend/src/dashboard/actions/hydrate.ts:365)
-```typescript
-dispatch({ type: HYDRATE_DASHBOARD, data: { dataMask, ... } })
-```
-
-### 2. Reducer: [`reducer.ts`](superset-frontend/src/dataMask/reducer.ts:215)
-- Merges loaded `dataMask` with native filter config from dashboard metadata
-
-### 3. Chart Queries: [`utils.ts`](superset-frontend/src/dashboard/components/nativeFilters/utils.ts:145)
-```typescript
-getExtraFormData(dataMask, filterIdsAppliedOnChart)
-```
-
----
-
-## E. Minimal Data Needed to Restore Native Filters
-
-To replicate in your backend, you need:
-
-1. **For native_filters_key:**
-   - Call: `GET /api/v1/dashboard/{id}/filter_state/{key}`
-   - Parse: `JSON.parse(response.value)`
-   - Extract: `extraFormData` from each filter entry
-
-2. **For permalink:**
-   - Call: `GET /api/v1/dashboard/permalink/{key}`
-   - Extract: `state.dataMask` → each filter's `extraFormData`
-
-3. **Merge logic** (from [`utils.ts`](superset-frontend/src/dashboard/components/nativeFilters/utils.ts:109)):
-```typescript
-mergeExtraFormData(originalExtra, newExtra)
-// Uses EXTRA_FORM_DATA_APPEND_KEYS and EXTRA_FORM_DATA_OVERRIDE_KEYS
-```
-
----
-
-## F. Differences: slug-link vs permalink-link
-
-| Aspect | slug-link (`?native_filters_key=`) | permalink-link (`/p/{key}/`) |
-|--------|-----------------------------------|------------------------------|
-| **Scope** | Filter state only | Full dashboard state |
-| **Storage** | Filter state cache | Key-Value store |
-| **Contents** | dataMask | dataMask + tabs + anchor + chartStates |
-| **Requires** | Dashboard metadata | Self-contained |
-
----
-
-## Key Source of Truth
-
-1. **Frontend State:** [`dataMaskReducer`](superset-frontend/src/dataMask/reducer.ts) - handles all state merging
-2. **Backend Format:** [`DashboardPermalinkState`](superset/dashboards/permalink/types.py:20) - permalink storage
-3. **Transformation:** [`getExtraFormData()`](superset-frontend/src/dashboard/components/nativeFilters/utils.ts:145) - converts dataMask to query params
-
-**Answer to your questions:**
-- For `?native_filters_key=...`: Only contains a key to server-side cached state; frontend fetches the full dataMask
-- For `/dashboard/p/<key>/`: Permalink contains complete `dataMask` with resolved `extraFormData` - can extract filters without UI

.ai/knowledge/test_import_patterns.md

@@ -1,63 +0,0 @@
-# Backend Test Import Patterns
-
-## Problem
-
-The `superset-tools` backend uses **relative imports** inside packages (e.g., `from ...models.task import TaskRecord` in `persistence.py`). This creates specific constraints on how and where tests can be written.
-
-## Key Rules
-
-### 1. Packages with `__init__.py` that re-export via relative imports
-
-**Example**: `src/core/task_manager/__init__.py` imports `.manager` → `.persistence` → `from ...models.task` (3-level relative import).
-
-**Impact**: Co-located tests in `task_manager/__tests__/` **WILL FAIL** because pytest discovers `task_manager/` as a top-level package (not as `src.core.task_manager`), and the 3-level `from ...` goes beyond the top-level.
-
-**Solution**: Place tests in `backend/tests/` directory (where `test_task_logger.py` already lives). Import using `from src.core.task_manager.XXX import ...` which works because `backend/` is the pytest rootdir.
-
-### 2. Packages WITHOUT `__init__.py`:
-
-**Example**: `src/core/auth/` has NO `__init__.py`.
-
-**Impact**: Co-located tests in `auth/__tests__/` work fine because pytest doesn't try to import a parent package `__init__.py`.
-
-### 3. Modules with deeply nested relative imports
-
-**Example**: `src/services/llm_provider.py` uses `from ..models.llm import LLMProvider` and `from ..plugins.llm_analysis.models import LLMProviderConfig`.
-
-**Impact**: Direct import (`from src.services.llm_provider import EncryptionManager`) **WILL FAIL** if the relative chain triggers a module not in `sys.path` or if it tries to import beyond root.
-
-**Solution**: Either (a) re-implement the tested logic standalone in the test (for small classes like `EncryptionManager`), or (b) use `unittest.mock.patch` to mock the problematic imports before importing the module.
-
-## Working Test Locations
-
-| Package | `__init__.py`? | Relative imports? | Co-located OK? | Test location |
-|---|---|---|---|---|
-| `core/task_manager/` | YES | `from ...models.task` (3-level) | **NO** | `backend/tests/` |
-| `core/auth/` | NO | N/A | YES | `core/auth/__tests__/` |
-| `core/logger/` | NO | N/A | YES | `core/logger/__tests__/` |
-| `services/` | YES (empty) | shallow | YES | `services/__tests__/` |
-| `services/reports/` | YES | `from ...core.logger` | **NO** (most likely) | `backend/tests/` or mock |
-| `models/` | YES | shallow | YES | `models/__tests__/` |
-
-## Safe Import Patterns for Tests
-
-```python
-# In backend/tests/test_*.py:
-import sys
-from pathlib import Path
-sys.path.insert(0, str(Path(__file__).parent.parent / "src"))
-
-# Then import:
-from src.core.task_manager.models import Task, TaskStatus
-from src.core.task_manager.persistence import TaskPersistenceService
-from src.models.report import TaskReport, ReportQuery
-```
-
-## Plugin ID Mapping (for report tests)
-
-The `resolve_task_type()` uses **hyphenated** plugin IDs:
-- `superset-backup` → `TaskType.BACKUP`
-- `superset-migration` → `TaskType.MIGRATION`
-- `llm_dashboard_validation` → `TaskType.LLM_VERIFICATION`
-- `documentation` → `TaskType.DOCUMENTATION`
-- anything else → `TaskType.UNKNOWN`

.ai/reports/axiom-tools-evaluation.md

@@ -1,555 +0,0 @@
-# [DEF:Std.Ai.AxiomToolsEvaluation:Report]
-# @COMPLEXITY: 4
-# @PURPOSE: Comprehensive evaluation of all axiom-core MCP server tools across 8 UX metrics.
-# @LAYER: Analysis
-# @RELATION: DEPENDS_ON -> [Project_Knowledge_Map:Root]
-# @PRE: All axiom-core tools have been exercised with valid and invalid inputs.
-# @POST: Report file exists with per-tool scores and aggregate findings.
-# @SIDE_EFFECT: Creates evaluation artifact in .ai/reports/.
-# @DATA_CONTRACT: Input[Tool Suite] -> Output[Evaluation Report]
-# @INVARIANT: Each tool must be scored on all 8 metrics; no tool may be omitted.
-
----
-
-# Axiom-Core MCP Tools Evaluation Report
-
-**Date:** 2026-03-31
-**Workspace:** `/home/busya/dev/superset-tools`
-**Evaluator:** Kilo Code (Coder Mode)
-**Index Stats:** 2528 contracts, 2186 relations, 450 files
-
----
-
-## Scoring Scale
-
-| Score | Meaning |
-|-------|---------|
-| 5 | Excellent — no friction, best-in-class |
-| 4 | Good — minor quirks, easily understood |
-| 3 | Acceptable — some learning curve, works as expected |
-| 2 | Poor — confusing or inconsistent behavior |
-| 1 | Broken — fails to meet basic expectations |
-
----
-
-## 1. reindex_workspace_tool
-
-| Metric | Score | Notes |
-|--------|-------|-------|
-| Understandability | 5 | Name is self-explanatory; purpose is obvious. |
-| Predictability | 5 | Returns deterministic stats (contracts, relations, files, success). |
-| Mental-Model Shift | 2 | Requires understanding of GRACE indexing concept; not intuitive for newcomers. |
-| Consistency | 5 | Follows `{success, message, stats}` pattern shared by read-only tools. |
-| Documentation Clarity | 4 | Parameters are clear (`workspace_path`, `schema_path` optional). |
-| Error-Message Quality | 3 | No error encountered; would benefit from explicit failure modes. |
-| Validation Friction | 1 | Very lenient — accepts missing workspace_path gracefully (defaults to server repo). |
-| Recovery Simplicity | 5 | Pure read/index operation; re-run to refresh. No state to undo. |
-
-**Average: 3.75 / 5**
-
----
-
-## 2. search_contracts_tool
-
-| Metric | Score | Notes |
-|--------|-------|-------|
-| Understandability | 5 | "Search contracts by query" — crystal clear. |
-| Predictability | 5 | Returns ranked contract objects with metadata, relations, file refs. |
-| Mental-Model Shift | 2 | Requires understanding of semantic search vs. text search. |
-| Consistency | 5 | Output shape matches `find_contract_tool` exactly. |
-| Documentation Clarity | 4 | `query` param is well-defined; optional workspace/schema params documented. |
-| Error-Message Quality | 3 | Empty results return nothing — could hint at re-indexing. |
-| Validation Friction | 1 | Accepts any string; no pre-validation needed. |
-| Recovery Simplicity | 5 | Stateless query; re-run with different query. |
-
-**Average: 3.75 / 5**
-
----
-
-## 3. read_grace_outline_tool
-
-| Metric | Score | Notes |
-|--------|-------|-------|
-| Understandability | 4 | "GRACE outline" is domain-specific but clear from context. |
-| Predictability | 5 | Returns file-level contract tree with metadata headers, code hidden. |
-| Mental-Model Shift | 3 | Requires understanding of GRACE anchor format `[DEF:...]`. |
-| Consistency | 5 | Output format is stable across files. |
-| Documentation Clarity | 4 | Single required param `file_path`; straightforward. |
-| Error-Message Quality | 3 | Would fail silently on non-GRACE files; could warn. |
-| Validation Friction | 1 | No pre-validation; accepts any path. |
-| Recovery Simplicity | 5 | Pure read; no side effects. |
-
-**Average: 3.63 / 5**
-
----
-
-## 4. ast_search_tool
-
-| Metric | Score | Notes |
-|--------|-------|-------|
-| Understandability | 4 | AST-grep pattern search — clear to developers familiar with the tool. |
-| Predictability | 5 | Returns matched nodes with text, range, metavariables. |
-| Mental-Model Shift | 3 | Requires knowledge of ast-grep pattern syntax (`$NAME`). |
-| Consistency | 5 | Output shape is consistent (array of match objects). |
-| Documentation Clarity | 4 | `pattern`, `file_path`, `lang` are all required and clear. |
-| Error-Message Quality | 3 | Invalid patterns may return empty results without explanation. |
-| Validation Friction | 2 | No pattern validation before execution; silent failures possible. |
-| Recovery Simplicity | 5 | Stateless; re-run with corrected pattern. |
-
-**Average: 3.63 / 5**
-
----
-
-## 5. get_semantic_context_tool
-
-| Metric | Score | Notes |
-|--------|-------|-------|
-| Understandability | 4 | "Get semantic context around a contract" — clear intent. |
-| Predictability | 5 | Returns contract + dependency neighborhoods with code hidden. |
-| Mental-Model Shift | 3 | Requires understanding of semantic dependency graph. |
-| Consistency | 5 | Output format is stable and well-structured. |
-| Documentation Clarity | 4 | `contract_id` required; optional workspace/schema params. |
-| Error-Message Quality | 3 | Missing contract returns empty or minimal output; could be more explicit. |
-| Validation Friction | 1 | Accepts any string; no pre-validation. |
-| Recovery Simplicity | 5 | Pure read; no state to undo. |
-
-**Average: 3.63 / 5**
-
----
-
-## 6. build_task_context_tool
-
-| Metric | Score | Notes |
-|--------|-------|-------|
-| Understandability | 4 | "Build task-focused context" — clear for implementation workflows. |
-| Predictability | 5 | Returns contract_id, file_path, complexity, incoming/outgoing relations, neighbors. |
-| Mental-Model Shift | 3 | Requires understanding of "task context" as a bounded working set. |
-| Consistency | 5 | Output shape is deterministic and well-structured. |
-| Documentation Clarity | 4 | Single required param; output fields are self-explanatory. |
-| Error-Message Quality | 3 | Missing contract returns minimal output; could warn. |
-| Validation Friction | 1 | No pre-validation; accepts any contract_id. |
-| Recovery Simplicity | 5 | Stateless; re-run anytime. |
-
-**Average: 3.63 / 5**
-
----
-
-## 7. workspace_semantic_health_tool
-
-| Metric | Score | Notes |
-|--------|-------|-------|
-| Understandability | 5 | "Semantic health" — clear dashboard-style summary. |
-| Predictability | 5 | Returns contracts, relations, orphans, unresolved, complexity breakdown. |
-| Mental-Model Shift | 2 | Requires understanding of "orphan" and "unresolved relation" concepts. |
-| Consistency | 5 | Output shape is stable across invocations. |
-| Documentation Clarity | 4 | No required params; optional workspace/schema. |
-| Error-Message Quality | 4 | Includes `orphan_guidance` text explaining what orphans mean. |
-| Validation Friction | 1 | No pre-validation needed. |
-| Recovery Simplicity | 5 | Pure read; no state to undo. |
-
-**Average: 3.88 / 5**
-
----
-
-## 8. audit_contracts_tool
-
-| Metric | Score | Notes |
-|--------|-------|-------|
-| Understandability | 5 | "Audit contracts" — clear intent for quality checks. |
-| Predictability | 5 | Returns warning counts by code, by file, top contracts, and sample warnings. |
-| Mental-Model Shift | 2 | Requires understanding of GRACE metadata requirements per complexity level. |
-| Consistency | 5 | Output shape is stable; `detail_level` controls verbosity. |
-| Documentation Clarity | 4 | `detail_level` (summary/full) and `warning_limit` are well-documented. |
-| Error-Message Quality | 4 | Warnings include code, message, file_path, contract_id — actionable. |
-| Validation Friction | 1 | No pre-validation; runs audit on any indexed workspace. |
-| Recovery Simplicity | 5 | Pure read; no state to undo. |
-
-**Average: 3.88 / 5**
-
----
-
-## 9. diff_contract_semantics_tool
-
-| Metric | Score | Notes |
-|--------|-------|-------|
-| Understandability | 4 | "Diff contract semantics" — clear for comparing two contract versions. |
-| Predictability | 5 | Returns identity_changed, body_changed, tier_changed, metadata_changes, relation_changes. |
-| Mental-Model Shift | 3 | Requires understanding that this compares semantic metadata, not just code. |
-| Consistency | 5 | Output shape matches guarded_patch diff output. |
-| Documentation Clarity | 4 | `before_contract_id` and `after_contract_id` are clear. |
-| Error-Message Quality | 3 | Missing contracts may return empty diff; could warn. |
-| Validation Friction | 1 | No pre-validation; accepts any contract IDs. |
-| Recovery Simplicity | 5 | Pure read; no state to undo. |
-
-**Average: 3.63 / 5**
-
----
-
-## 10. impact_analysis_tool
-
-| Metric | Score | Notes |
-|--------|-------|-------|
-| Understandability | 5 | "Impact analysis" — clear intent for dependency impact. |
-| Predictability | 5 | Returns incoming, outgoing, transitive_outgoing, unresolved_outgoing. |
-| Mental-Model Shift | 2 | Requires understanding of transitive dependency chains. |
-| Consistency | 5 | Output shape matches guarded_patch impact output. |
-| Documentation Clarity | 4 | Single required param; output fields are self-explanatory. |
-| Error-Message Quality | 3 | Missing contract returns empty lists; could warn. |
-| Validation Friction | 1 | No pre-validation; accepts any contract_id. |
-| Recovery Simplicity | 5 | Pure read; no state to undo. |
-
-**Average: 3.75 / 5**
-
----
-
-## 11. simulate_patch_tool
-
-| Metric | Score | Notes |
-|--------|-------|-------|
-| Understandability | 4 | "Simulate patch" — clear preview of changes without applying. |
-| Predictability | 5 | Returns updated_content with full file preview, or error if invalid. |
-| Mental-Model Shift | 3 | Requires understanding that new_code must include DEF anchors. |
-| Consistency | 5 | Output shape is stable (success, message, updated_content, warnings). |
-| Documentation Clarity | 4 | Params are clear; error message explains DEF tag requirement. |
-| Error-Message Quality | 5 | **Excellent**: "new_code must contain valid [DEF:AuthService:Type] and [/DEF:AuthService:Type] tags." |
-| Validation Friction | 4 | Strict validation on DEF tag format — helpful, not obstructive. |
-| Recovery Simplicity | 5 | No state change; fix new_code and re-run. |
-
-**Average: 4.13 / 5**
-
----
-
-## 12. guarded_patch_contract_tool
-
-| Metric | Score | Notes |
-|--------|-------|-------|
-| Understandability | 5 | "Guarded patch" — clear that validation guards are applied before changes. |
-| Predictability | 5 | Returns diff, impact, and applied flag. Guards include syntax, semantic diff, impact. |
-| Mental-Model Shift | 2 | Requires understanding of guard pipeline (syntax → semantic diff → impact). |
-| Consistency | 5 | Output shape combines simulate_patch + impact_analysis results. |
-| Documentation Clarity | 5 | `apply_patch` boolean is well-documented; all params clear. |
-| Error-Message Quality | 4 | Inherits validation from simulate_patch; diff output is detailed. |
-| Validation Friction | 4 | Strict but transparent — shows exactly what would change before applying. |
-| Recovery Simplicity | 5 | With `apply_patch=false`, no state change. With `true`, git can revert. |
-
-**Average: 4.13 / 5**
-
----
-
-## 13. patch_contract_tool
-
-| Metric | Score | Notes |
-|--------|-------|-------|
-| Understandability | 4 | "Patch contract" — clear intent for in-place replacement. |
-| Predictability | 5 | Replaces contract block with new_code; no preview (unlike guarded_patch). |
-| Mental-Model Shift | 3 | Requires trust in the tool since there's no built-in preview. |
-| Consistency | 4 | Simpler than guarded_patch; lacks validation pipeline. |
-| Documentation Clarity | 4 | Params are clear; no apply_patch flag (always applies). |
-| Error-Message Quality | 3 | Errors may be less informative than guarded_patch. |
-| Validation Friction | 2 | Less strict than guarded_patch — applies directly. |
-| Recovery Simplicity | 3 | **Moderate risk**: applies directly; requires git revert or manual fix. |
-
-**Average: 3.38 / 5**
-
----
-
-## 14. rename_contract_id_tool
-
-| Metric | Score | Notes |
-|--------|-------|-------|
-| Understandability | 5 | "Rename contract ID" — crystal clear. |
-| Predictability | 5 | Renames identifier across indexed workspace. |
-| Mental-Model Shift | 2 | Requires understanding that this updates all references, not just the definition. |
-| Consistency | 5 | Follows standard {success, message} pattern. |
-| Documentation Clarity | 4 | `old_contract_id` and `new_contract_id` are clear. |
-| Error-Message Quality | 3 | Missing old_id may fail silently; could warn. |
-| Validation Friction | 2 | Applies directly; no preview of affected files. |
-| Recovery Simplicity | 3 | **Moderate risk**: applies directly; requires git revert. |
-
-**Average: 3.50 / 5**
-
----
-
-## 15. move_contract_tool
-
-| Metric | Score | Notes |
-|--------|-------|-------|
-| Understandability | 5 | "Move contract" — clear intent for relocating a contract block. |
-| Predictability | 5 | Moves contract from source to destination file. |
-| Mental-Model Shift | 2 | Requires understanding that this extracts and inserts, preserving anchors. |
-| Consistency | 5 | Follows standard pattern. |
-| Documentation Clarity | 4 | Three required params are clear. |
-| Error-Message Quality | 3 | Missing files may fail with generic error. |
-| Validation Friction | 2 | Applies directly; no preview. |
-| Recovery Simplicity | 3 | **Moderate risk**: applies directly; requires git revert. |
-
-**Average: 3.50 / 5**
-
----
-
-## 16. extract_contract_tool
-
-| Metric | Score | Notes |
-|--------|-------|-------|
-| Understandability | 4 | "Extract contract" — clear intent for creating new contract from code range. |
-| Predictability | 5 | Extracts lines into new GRACE contract block with specified type. |
-| Mental-Model Shift | 3 | Requires understanding of line-based extraction and contract types. |
-| Consistency | 5 | Follows standard pattern. |
-| Documentation Clarity | 4 | Five required params (file, id, type, start, end) are clear. |
-| Error-Message Quality | 3 | Invalid line ranges may fail with generic error. |
-| Validation Friction | 2 | Applies directly; no preview. |
-| Recovery Simplicity | 3 | **Moderate risk**: applies directly; requires git revert. |
-
-**Average: 3.50 / 5**
-
----
-
-## 17. wrap_node_in_contract_tool
-
-| Metric | Score | Notes |
-|--------|-------|-------|
-| Understandability | 4 | "Wrap node in contract" — clear intent for adding GRACE anchors to existing code. |
-| Predictability | 5 | Uses ast-grep to locate node and wraps with [DEF]...[/DEF]. |
-| Mental-Model Shift | 3 | Requires understanding of AST node matching and GRACE anchor format. |
-| Consistency | 5 | Follows standard pattern. |
-| Documentation Clarity | 4 | Params are clear; `lang` defaults to python. |
-| Error-Message Quality | 3 | Missing node may fail silently. |
-| Validation Friction | 2 | Applies directly; no preview. |
-| Recovery Simplicity | 3 | **Moderate risk**: applies directly; requires git revert. |
-
-**Average: 3.50 / 5**
-
----
-
-## 18. update_contract_metadata_tool
-
-| Metric | Score | Notes |
-|--------|-------|-------|
-| Understandability | 5 | "Update contract metadata" — crystal clear. |
-| Predictability | 5 | Updates/adds tags without modifying code body. |
-| Mental-Model Shift | 2 | Requires understanding of GRACE metadata schema (@PURPOSE, @RELATION, etc.). |
-| Consistency | 5 | Returns updated_tags list; clear feedback. |
-| Documentation Clarity | 5 | `tags` dict is well-documented; keys must start with '@'. |
-| Error-Message Quality | 4 | Returns success message with updated tag names. |
-| Validation Friction | 3 | Validates tag key format; accepts any value. |
-| Recovery Simplicity | 4 | **Low risk**: only modifies metadata; easy to revert. |
-
-**Average: 4.00 / 5**
-
----
-
-## 19. rename_semantic_tag_tool
-
-| Metric | Score | Notes |
-|--------|-------|-------|
-| Understandability | 4 | "Rename semantic tag" — clear intent. |
-| Predictability | 5 | Renames or removes a tag within a contract's metadata. |
-| Mental-Model Shift | 2 | Requires understanding of tag lifecycle (rename vs. remove). |
-| Consistency | 5 | Follows standard {success, message} pattern. |
-| Documentation Clarity | 4 | `old_tag` required, `new_tag` optional (null = remove). |
-| Error-Message Quality | 5 | **Excellent**: "Warning: Tag '@TIER' not found in contract AuthService" — precise and actionable. |
-| Validation Friction | 3 | Validates tag existence before operation. |
-| Recovery Simplicity | 4 | **Low risk**: only modifies metadata; easy to revert. |
-
-**Average: 4.00 / 5**
-
----
-
-## 20. prune_contract_metadata_tool
-
-| Metric | Score | Notes |
-|--------|-------|-------|
-| Understandability | 4 | "Prune contract metadata" — clear intent for removing redundant tags. |
-| Predictability | 5 | Removes tags optional for target complexity level; returns removed_tags. |
-| Mental-Model Shift | 3 | Requires understanding of complexity levels (1-5) and their metadata requirements. |
-| Consistency | 5 | Returns removed_tags list; clear feedback. |
-| Documentation Clarity | 4 | `target_complexity` is optional; defaults inferred from contract. |
-| Error-Message Quality | 4 | Returns success with removed tag names. |
-| Validation Friction | 3 | Validates complexity level range (1-5). |
-| Recovery Simplicity | 4 | **Low risk**: only removes metadata; easy to re-add. |
-
-**Average: 3.88 / 5**
-
----
-
-## 21. infer_missing_relations_tool
-
-| Metric | Score | Notes |
-|--------|-------|-------|
-| Understandability | 4 | "Infer missing relations" — clear intent for discovering implicit dependencies. |
-| Predictability | 5 | Analyzes AST imports, calls, type annotations; returns proposal. |
-| Mental-Model Shift | 3 | Requires understanding of AST-based dependency discovery. |
-| Consistency | 5 | Returns inferred list with apply_changes flag. |
-| Documentation Clarity | 4 | `apply_changes` defaults to false (dry-run). |
-| Error-Message Quality | 3 | Empty results return success with empty list; could hint at why. |
-| Validation Friction | 2 | Dry-run by default; applies only when explicitly requested. |
-| Recovery Simplicity | 4 | **Low risk**: dry-run default; applied changes modify metadata only. |
-
-**Average: 3.75 / 5**
-
----
-
-## 22. trace_tests_for_contract_tool
-
-| Metric | Score | Notes |
-|--------|-------|-------|
-| Understandability | 5 | "Trace tests for contract" — crystal clear. |
-| Predictability | 5 | Returns list of test contracts with file_path, contract_id, tier. |
-| Mental-Model Shift | 2 | Requires understanding of TESTS relation in GRACE. |
-| Consistency | 5 | Output shape is stable. |
-| Documentation Clarity | 4 | Single required param; output is self-explanatory. |
-| Error-Message Quality | 3 | No tests found returns empty list; could hint at adding tests. |
-| Validation Friction | 1 | No pre-validation needed. |
-| Recovery Simplicity | 5 | Pure read; no state to undo. |
-
-**Average: 3.75 / 5**
-
----
-
-## 23. scaffold_contract_tests_tool
-
-| Metric | Score | Notes |
-|--------|-------|-------|
-| Understandability | 5 | "Scaffold contract tests" — clear intent for generating test boilerplate. |
-| Predictability | 5 | Returns pytest scaffolding with smoke + edge case tests from @TEST metadata. |
-| Mental-Model Shift | 2 | Requires understanding that scaffolds are starting points, not complete tests. |
-| Consistency | 5 | Output shape is stable (Python test code string). |
-| Documentation Clarity | 4 | Single required param; output is ready-to-use code. |
-| Error-Message Quality | 3 | Missing @TEST metadata returns minimal scaffold; could warn. |
-| Validation Friction | 1 | No pre-validation; generates scaffold for any contract. |
-| Recovery Simplicity | 5 | Returns code string; caller decides whether to write to file. |
-
-**Average: 3.75 / 5**
-
----
-
-## 24. find_contract_tool (alias)
-
-| Metric | Score | Notes |
-|--------|-------|-------|
-| Understandability | 5 | "Find contract" — task-first alias for semantic lookup. |
-| Predictability | 5 | Returns same output as search_contracts_tool. |
-| Mental-Model Shift | 2 | Same as search_contracts_tool. |
-| Consistency | 5 | Identical to search_contracts_tool output. |
-| Documentation Clarity | 4 | Same params as search_contracts_tool. |
-| Error-Message Quality | 3 | Same as search_contracts_tool. |
-| Validation Friction | 1 | Same as search_contracts_tool. |
-| Recovery Simplicity | 5 | Stateless query. |
-
-**Average: 3.75 / 5**
-
----
-
-## 25. read_outline_tool (alias)
-
-| Metric | Score | Notes |
-|--------|-------|-------|
-| Understandability | 4 | "Read outline" — task-first alias for file inspection. |
-| Predictability | 5 | Same as read_grace_outline_tool. |
-| Mental-Model Shift | 3 | Same as read_grace_outline_tool. |
-| Consistency | 5 | Identical to read_grace_outline_tool output. |
-| Documentation Clarity | 4 | Same params as read_grace_outline_tool. |
-| Error-Message Quality | 3 | Same as read_grace_outline_tool. |
-| Validation Friction | 1 | Same as read_grace_outline_tool. |
-| Recovery Simplicity | 5 | Pure read. |
-
-**Average: 3.63 / 5**
-
----
-
-## 26. safe_patch_tool (alias)
-
-| Metric | Score | Notes |
-|--------|-------|-------|
-| Understandability | 5 | "Safe patch" — task-first alias for validated patching. |
-| Predictability | 5 | Same as guarded_patch_contract_tool. |
-| Mental-Model Shift | 2 | Same as guarded_patch_contract_tool. |
-| Consistency | 5 | Identical to guarded_patch_contract_tool output. |
-| Documentation Clarity | 4 | Same params as guarded_patch_contract_tool. |
-| Error-Message Quality | 4 | Same as guarded_patch_contract_tool. |
-| Validation Friction | 4 | Same as guarded_patch_contract_tool. |
-| Recovery Simplicity | 5 | Same as guarded_patch_contract_tool. |
-
-**Average: 4.13 / 5**
-
----
-
-## 27. find_related_tests_tool (alias)
-
-| Metric | Score | Notes |
-|--------|-------|-------|
-| Understandability | 5 | "Find related tests" — task-first alias for test lookup. |
-| Predictability | 5 | Same as trace_tests_for_contract_tool. |
-| Mental-Model Shift | 2 | Same as trace_tests_for_contract_tool. |
-| Consistency | 5 | Identical to trace_tests_for_contract_tool output. |
-| Documentation Clarity | 4 | Same params as trace_tests_for_contract_tool. |
-| Error-Message Quality | 3 | Same as trace_tests_for_contract_tool. |
-| Validation Friction | 1 | Same as trace_tests_for_contract_tool. |
-| Recovery Simplicity | 5 | Pure read. |
-
-**Average: 3.75 / 5**
-
----
-
-## 28. analyze_impact_tool (alias)
-
-| Metric | Score | Notes |
-|--------|-------|-------|
-| Understandability | 5 | "Analyze impact" — task-first alias for dependency analysis. |
-| Predictability | 5 | Same as impact_analysis_tool. |
-| Mental-Model Shift | 2 | Same as impact_analysis_tool. |
-| Consistency | 5 | Identical to impact_analysis_tool output. |
-| Documentation Clarity | 4 | Same params as impact_analysis_tool. |
-| Error-Message Quality | 3 | Same as impact_analysis_tool. |
-| Validation Friction | 1 | Same as impact_analysis_tool. |
-| Recovery Simplicity | 5 | Pure read. |
-
-**Average: 3.75 / 5**
-
----
-
-## Aggregate Summary
-
-### Per-Metric Averages (All 28 Tools)
-
-| Metric | Average Score | Assessment |
-|--------|--------------|------------|
-| **Understandability** | 4.57 | Excellent — tool names are descriptive and intent is clear. |
-| **Predictability** | 5.00 | Perfect — all tools behave as expected based on their names and docs. |
-| **Mental-Model Shift** | 2.43 | Moderate — requires GRACE domain knowledge; not intuitive for newcomers. |
-| **Consistency** | 5.00 | Perfect — output shapes and patterns are uniform across the suite. |
-| **Documentation Clarity** | 4.14 | Good — parameters are well-defined; could benefit from more examples. |
-| **Error-Message Quality** | 3.57 | Acceptable — some tools have excellent errors (simulate_patch, rename_semantic_tag), others are silent. |
-| **Validation Friction** | 2.14 | Good — most tools are lenient; mutation tools have appropriate strictness. |
-| **Recovery Simplicity** | 4.57 | Excellent — read-only tools are stateless; mutation tools have clear recovery paths. |
-
-### Overall Suite Average: **3.93 / 5**
-
----
-
-## Key Findings
-
-### Strengths
-1. **Consistent Output Shapes**: All tools follow predictable response patterns (`{success, message, ...}`).
-2. **Clear Naming**: Tool names are self-descriptive; aliases provide task-first convenience.
-3. **Safe Defaults**: Mutation tools default to dry-run (`apply_patch=false`, `apply_changes=false`).
-4. **Excellent Validation on Patches**: `simulate_patch` and `guarded_patch` provide clear error messages when DEF tags are missing.
-5. **Rich Metadata**: Tools return detailed semantic information (relations, complexity, impact).
-
-### Areas for Improvement
-1. **Mental Model Barrier**: GRACE concepts (contracts, anchors, complexity levels) require onboarding documentation.
-2. **Silent Failures**: Some tools return empty results without hints (e.g., no tests found, no relations inferred).
-3. **Mutation Safety**: `patch_contract_tool`, `rename_contract_id_tool`, `move_contract_tool` apply directly without preview — consider adding `dry_run` flag.
-4. **Error Specificity**: Missing contract IDs could return more specific errors instead of empty results.
-5. **Documentation Examples**: Parameter docs could include concrete examples for complex patterns (ast-grep, DEF tags).
-
-### Recommendations
-1. Add a "Getting Started" guide explaining GRACE concepts (contracts, anchors, complexity).
-2. Add `dry_run` parameter to direct mutation tools (`patch_contract`, `rename_contract_id`, `move_contract`).
-3. Improve empty-result responses with actionable hints (e.g., "No tests found — consider adding @TEST metadata").
-4. Add example payloads to tool documentation for complex parameters.
-5. Consider adding a `validate_only` mode to `infer_missing_relations` that explains why no relations were found.
-
----
-
-# [/DEF:Std.Ai.AxiomToolsEvaluation:Report]

.ai/reports/axiom_mcp_tools_evaluation.md

@@ -1,47 +0,0 @@
-# Axiom MCP Tools Evaluation Report
-
-## Общее резюме (Executive Summary)
-
-В ходе тестирования поверхности Axiom MCP-инструментов были проверены основные категории: Query/Search, Semantic Health & Audit, AST/Semantic Patching, Workspace Management и Validation/Command execution.
-Поведение инструментов оказалось строго регламентированным и предсказуемым в рамках GRACE-политик. 
-
-**Самые сильные стороны:**
-1. **Validation Friction & Recovery Simplicity:** Наличие `simulate_patch_tool` и строгое использование preview-режимов для мутаций, а также возможность автоматического отката (`rollback_workspace_change_tool`) делают систему крайне устойчивой к ошибкам.
-2. **Predictability:** Ошибки возвращаются в виде структурированных JSON-пакетов с четким указанием причины (missing anchors, forbidden path, invalid ID). 
-
-**Самые проблемные места (Ограничения):**
-1. **Understandability / Mental-Model Shift:** Высокий порог входа из-за строгих требований GRACE (сложность контрактов от 1 до 5 уровня, обязательные якоря `[DEF]...[/DEF]`). Привычные паттерны (shell writes) заблокированы.
-2. **Documentation Clarity:** Сообщения об ошибках иногда слишком сжатые или абстрактные (например, "Orphans are contracts without semantic relations" не всегда дает конкретный рецепт для внешних AST-нод).
-
----
-
-## Таблица оценок инструментов (Scale 1-5, где 5 - отлично)
-
-| Tool Category | Tools Evaluated | Understandability | Predictability | Mental-Model Shift | Consistency | Doc Clarity | Error Quality | Validation Friction | Recovery Simplicity |
-|---|---|---|---|---|---|---|---|---|---|
-| **Query & Semantic Search** | `search_contracts`, `find_contract`, `query_workspace_semantics`, `get_semantic_context` | 4 | 5 | 3 | 5 | 4 | 5 | 5 (Low) | N/A (Read-only) |
-| **Audit & Health** | `workspace_semantic_health`, `audit_contracts`, `audit_belief_protocol`, `diff_contract_semantics` | 4 | 5 | 3 | 5 | 4 | 4 | 4 (Low) | N/A (Read-only) |
-| **AST & Semantic Mutators** | `patch_contract`, `guarded_patch_contract`, `wrap_node_in_contract`, `rename_semantic_tag` | 3 | 4 | 2 (High shift) | 5 | 4 | 4 | 2 (High - strict) | 5 (Easy undo) |
-| **Workspace & File Ops** | `create_workspace_file`, `patch_workspace_file`, `manage_workspace_path`, `scaffold_workspace_module` | 5 | 5 | 4 | 5 | 5 | 5 | 3 (Moderate) | 5 |
-| **Validation & Recovery** | `run_workspace_command`, `summarize_workspace_change`, `rollback_workspace_change`, `rebuild_workspace_semantic_index` | 4 | 5 | 5 (Native) | 5 | 5 | 5 | 5 (Low) | 5 |
-
----
-
-## Детализированные заметки по категориям
-
-### 1. Read / Search / Audit (Read-Only Tools)
-- **Фактическое поведение:** Быстрое извлечение связей контрактов и AST-деревьев. `workspace_semantic_health_tool` возвращает точную структуру сложностей и "сиротские" (orphan) контракты.
-- **Ошибки:** Если ID контракта не найден, возвращает пустой список или явную ошибку "Contract not found", что очень удобно для логики fallback.
-- **Оценка:** Отлично работают, но требуют понимания, что поиск идет по *индексу*, а не просто по тексту (нужен актуальный индекс).
-
-### 2. Mutation & Patching (Dangerous Tools)
-- **Фактическое поведение:** Перед мутациями обязательно нужно понимать контекст (согласно Mental-Model Shift). Инструменты вроде `guarded_patch_contract_tool` сначала валидируют синтаксис (AST-check), семантические диффы и только потом применяют патч, если включен `apply_patch=True`.
-- **Строгость валидации:** Крайне высокая. Попытки изменить файл без сохранения `[DEF]`-якорей отклоняются политикой или приводят к семантическим предупреждениям при следующем аудите.
-- **Recovery:** Любая успешная мутация записывается в checkpoint (`.axiom/checkpoints`). Отмена через `rollback_workspace_change_tool` происходит атомарно.
-
-### 3. Command Execution & Policy
-- **Фактическое поведение:** `run_workspace_command_tool` работает в песочнице (bwrap). Запись вне `.axiom/temp` успешно пресекается политикой (Read-Only shell).
-- **Ошибки:** Качество ошибок (Error-Message Quality) здесь наивысшее, так как мы получаем точные stdout/stderr процессы и код возврата.
-
-### Вывод
-Поверхность Axiom MCP спроектирована с приоритетом на **восстанавливаемость (Recovery)** и **предсказуемость (Predictability)**. Строгие барьеры (Validation Friction) намеренно высоки для поддержания семантической целостности кодовой базы.

.ai/reports/effort-assessment.md

@@ -1,124 +0,0 @@
-# [DEF:Std.Ai.EffortAssess:Report]
-# @COMPLEXITY: 3
-# @PURPOSE: Оценка трудозатрат для репозитория на основе эволюции требований в specs и изменений объёма по git-истории.
-# @RELATION: DEPENDS_ON -> [Project_Knowledge_Map:Root]
-# @RELATION: DEPENDS_ON -> [Module:Specs]
-
-## Обзор
-
-- Оценка трудозатрат по объёму, представленному в `specs/002`–`specs/027`: **~4 400 человеко-часов**.
-- Рекомендуемый плановый диапазон: **3 800–5 100 человеко-часов**.
-- Практическая форма поставки: **ядро команды 5–6 человек** примерно на **4–6 календарных месяцев**, в зависимости от степени параллелизации и объёма уже выполненной части.
-
-## Размер кодовой базы (line of code)
-
-По выводу `cloc backend/src frontend/src --exclude-dir=__pycache__,node_modules`:
-
-| Язык | Файлов | Blank | Comment | Code |
-|---|---:|---:|---:|---:|
-| Python | 231 | 8 931 | 14 681 | 40 641 |
-| Svelte | 97 | 2 191 | 1 333 | 26 798 |
-| JavaScript | 77 | 1 321 | 1 909 | 7 852 |
-| JSON | 3 | 0 | 0 | 3 473 |
-| TypeScript | 8 | 30 | 137 | 194 |
-| Markdown | 2 | 5 | 0 | 25 |
-| HTML | 1 | 0 | 0 | 13 |
-| CSS | 1 | 0 | 0 | 3 |
-| SVG | 1 | 0 | 0 | 1 |
-| **Итого** | **421** | **12 478** | **18 060** | **79 000** |
-
-Это подтверждает, что оценка должна учитывать не только требования, но и уже значимый объём реализации в backend и frontend.
-
-## Как получена оценка
-
-Оценка опирается на три источника доказательств:
-
-1. **Объём и сложность требований в `specs/`** — поздние спецификации заметно крупнее и сильнее завязаны на интеграции. Примеры: в `017-llm-analysis-plugin` 31 функциональное требование, в `025-clean-release-compliance` — 33, в `027-dataset-llm-orchestration` — 51.
-2. **Хронологическая эволюция требований** — проект развивается от базовой настройки веб-интерфейса и исправления UI к консолидации платформы, затем к LLM-сценариям, отчётности, RBAC, enterprise-compliance и многосоставной оркестрации датасетов.
-3. **История git, показывающая расширение объёма** — несколько коммитов фиксируют выход за рамки исходной постановки, особенно в части semantic-compliance, миграции на Svelte 5, hardening clean-release, test-contract enforcement и dataset-review.
-
-## Эволюция требований (по времени)
-
-| Период | Эволюция объёма | Доказательства | Сигнал по трудозатратам |
-|---|---|---|---|
-| Декабрь 2025 | Базовое веб-приложение: настройки, Svelte UI, глобальные стили, запуск, ранний UX задач | `specs/002-app-settings/spec.md`, `005-fix-ui-ws-validation/spec.md`, ранние коммиты `2d8cae5`, `9b7b743` | Умеренные трудозатраты на full-stack старт |
-| Конец декабря 2025 — январь 2026 | UX миграции углубляется: история задач, логи, запросы пароля, backup/storage, миграция CLI→web, консолидация backend (`superset_tool` удалён), унификация frontend-дизайна и редизайн навигации | `specs/008`, `010`, `012`, `013`, `015` | Объём смещается от полировки UI к платформенному рефакторингу |
-| Конец января — февраль 2026 | Продукт становится “intelligence-enabled”: валидация/документация LLM dashboard, постоянное логирование задач, унифицированные отчёты, assistant chat, восстановление cross-filter | `specs/017`, `018`, `020`, `021`, `022` | Высокая стоимость интеграции backend, frontend, async-задач, Superset и LLM-провайдеров |
-| Март 2026 | Появляется enterprise- и governance-слой: clean enterprise delivery, фильтрация профиля пользователя, redesign для clean-release compliance, окна health для dashboard | `specs/023`, `024`, `025`, `026` | Добавляются release engineering, compliance evidence, RBAC, уведомления и policy-driven workflows |
-| Середина марта 2026 и далее | Оркестрация датасетов становится самым сложным участком продукта: semantic enrichment, уточнения, preview gating, audited SQL Lab launch, совместная работа и сохранение сессий | `specs/027-dataset-llm-orchestration/spec.md` и `plan.md` | Самый рискованный orchestration-сценарий в репозитории |
-
-## Релевантная git-история, показывающая изменение объёма
-
-| Коммит | Что изменилось по объёму | Почему это важно для оценки |
-|---|---|---|
-| `8406628` | Clean-enterprise выделен в `023-clean-repo-enterprise` с 1 500+ строк новых spec-артефактов | Clean-enterprise стал отдельной программой, а не мелким дополнением |
-| `de1f044` | Добавлены test contract annotations и tracking покрытия | QA/compliance вышли за пределы обычного feature testing |
-| `36742cd` | Добавлен Docker admin bootstrap для clean release | Clean-release расширился до deployment/bootstrap операций |
-| `0083d90` | Frontend переведён на Svelte 5 runes в 60+ файлах | Миграция платформы добавила стоимость репозитория на уровне фронтенда |
-| `321e0eb` | Жёсткие tiers заменены на adaptive complexity semantics | Процессная и semantic-миграция создала сквозной объём документации и compliance |
-| `023bacd` | Доставлена и принята автоматическая часть US1 для dataset-review | Подтверждает, что `027` — реальная ветка реализации, а не только спецификация |
-| `ed3d5f3` | Добавлены clarification engine, preview adapter, batch approvals, RBAC sweep, i18n для `027` | Показывает, что dataset-review вырос в многофазную оркестрацию и hardening |
-
-## Оценка трудозатрат по фазам
-
-| Фаза | Включённый объём | Оценка часов |
-|---|---|---:|
-| Базовая платформа и миграция web | Specs `002`, `005`, `008`, `010`, `012`, `013`, `015` | 1 000 |
-| Observability, LLM, отчётность, assistant, cross-filtering | Specs `017`, `018`, `020`, `021`, `022` | 1 450 |
-| Enterprise clean release, compliance, фильтрация профиля, health windows | Specs `023`, `024`, `025`, `026` | 950 |
-| Оркестрация датасетов и контролируемое исполнение | Spec `027` | 1 000 |
-| **Итого** |  | **4 400** |
-
-## Оценка трудозатрат по направлениям
-
-| Направление | Оценка часов |
-|---|---:|
-| Уточнение продукта/spec, архитектура, design review | 360 |
-| Backend-сервисы, модели, API, persistence, task orchestration | 1 500 |
-| Frontend-роуты, компоненты, состояние, UX-потоки, i18n | 1 050 |
-| Внешние интеграции (Superset, Git, LLM-провайдеры, уведомления) | 650 |
-| QA, contract testing, semantic/test compliance, regression hardening | 600 |
-| DevOps / упаковка релизов / hardening деплоя | 240 |
-| **Итого** | **4 400** |
-
-## Рекомендуемый состав команды
-
-| Роль | Рекомендуемая загрузка | Примечания |
-|---|---|---|
-| Техлид / архитектор | 0,5–1,0 FTE | Владеет cross-feature дизайном, semantic protocol и интеграционными решениями |
-| Backend-инженеры | 2,0 FTE | Основные API, оркестрация, persistence, compliance, интеграции |
-| Frontend-инженер | 1,0 FTE | Svelte/SvelteKit, task/report/assistant/dataset UX |
-| Full-stack инженер | 1,0 FTE | Связывает API, storage, RBAC и end-to-end сценарии |
-| QA / automation инженер | 1,0 FTE | Contract, API, UI, regression и release validation |
-| DevOps / release инженер | 0,5 FTE | Offline bundle, Docker/bootstrap, deployment/compliance tooling |
-| Product/UX/Data SME | 0,5 FTE | Clarification flows, LLM UX, enterprise acceptance decisions |
-
-**Рекомендуемое ядро команды:** **5,5–7,0 FTE в смеси ролей**.
-
-## Допущения
-
-- Оценка покрывает объём, отражённый в текущей истории `specs/`, а не минимальный MVP.
-- Существующие FastAPI/Svelte-архитектура, TaskManager, модель авторизации и интеграция с Superset считаются переиспользуемыми, а не переписываемыми с нуля.
-- Зависимости LLM/провайдеров и Superset доступны для разработки и тестирования.
-- Semantic-protocol и test-contract compliance считаются обязательной частью поставки, а не опциональной документацией.
-- Часть функциональности уже реализована, но оценка отражает **полную трудоёмкость проекта, подразумеваемую объёмом репозитория**, включая rework и hardening, на которые указывает git-история.
-
-## Доверие и риски
-
-**Доверие:** среднее.
-
-**Основные риски, влияющие на диапазон:**
-
-1. **Спецификации описаны неравномерно**; поздние specs (`025`, `027`) заметно тяжелее ранних.
-2. **Сквозная semantic/process-работа** существенна и не видна только по product-specs.
-3. **Интеграционный риск** высок для Superset, LLM-провайдеров, Git-операций и async task/reporting surfaces.
-4. **Объём enterprise-compliance расширялся в ходе реализации**, особенно для clean release и audit evidence.
-5. **Оркестрация датасетов остаётся самой неопределённой частью**, потому что `027` объединяет LLM UX, сохранение сессий, provenance, preview gating и audited execution.
-
-## Использованные источники
-
-- Specs: `specs/002-app-settings/spec.md`, `005-fix-ui-ws-validation/spec.md`, `008-migration-ui-improvements/spec.md`, `010-refactor-cli-to-web/spec.md`, `012-remove-superset-tool/spec.md`, `013-unify-frontend-css/spec.md`, `015-frontend-nav-redesign/spec.md`, `017-llm-analysis-plugin/spec.md`, `018-task-logging-v2/spec.md`, `020-task-reports-design/spec.md`, `021-llm-project-assistant/spec.md`, `022-sync-id-cross-filters/spec.md`, `023-clean-repo-enterprise/spec.md`, `024-user-dashboard-filter/spec.md`, `025-clean-release-compliance/spec.md`, `026-dashboard-health-windows/spec.md`, `027-dataset-llm-orchestration/spec.md`.
-- Plans: `specs/021-llm-project-assistant/plan.md`, `specs/025-clean-release-compliance/plan.md`, `specs/027-dataset-llm-orchestration/plan.md`.
-- Git evidence: коммиты `8406628`, `de1f044`, `36742cd`, `0083d90`, `321e0eb`, `023bacd`, `ed3d5f3`, а также хронологический `git log --reverse -- specs`.
-
-# [/DEF:Std.Ai.EffortAssess:Report]

.ai/shots/backend_route.py

@@ -1,75 +0,0 @@
-#[DEF:Std.Ai.BackendRouteShot:Module]
-# @COMPLEXITY: 3
-# @SEMANTICS: Route, Task, API, Async
-# @PURPOSE: Reference implementation of a task-based route using GRACE-Poly.
-# @LAYER: Interface (API)
-# @RELATION: [IMPLEMENTS] ->[API_FastAPI]
-
-from typing import Dict, Any
-from fastapi import APIRouter, Depends, HTTPException, status
-from pydantic import BaseModel
-# GRACE: Правильный импорт глобального логгера и scope
-from ...core.logger import logger, belief_scope
-from ...core.task_manager import TaskManager, Task
-from ...core.config_manager import ConfigManager
-from ...dependencies import get_task_manager, get_config_manager, get_current_user
-
-router = APIRouter()
-
-# [DEF:Std.Ai.CreateTaskRequest:Class]
-# @PURPOSE: DTO for task creation payload.
-class CreateTaskRequest(BaseModel):
-    plugin_id: str
-    params: Dict[str, Any]
-# [/DEF:Std.Ai.CreateTaskRequest:Class]
-
-# [DEF:Std.Ai.CreateTask:Function]
-# @COMPLEXITY: 4
-# @PURPOSE: Create and start a new task using TaskManager. Non-blocking.
-# @RELATION: [CALLS] ->[task_manager.create_task]
-# @PRE: plugin_id must match a registered plugin.
-# @POST: A new task is spawned; Task object returned immediately.
-# @SIDE_EFFECT: Writes to DB, Triggers background worker.
-# @DATA_CONTRACT: Input -> CreateTaskRequest, Output -> Task
-@router.post("/tasks", response_model=Task, status_code=status.HTTP_201_CREATED)
-async def create_task(
-    request: CreateTaskRequest,
-    task_manager: TaskManager = Depends(get_task_manager),
-    config: ConfigManager = Depends(get_config_manager),
-    current_user = Depends(get_current_user)
-):
-    # GRACE: Открываем семантическую транзакцию
-    with belief_scope("create_task"):
-        try:
-            # GRACE: [REASON] - Фиксируем начало дедуктивной цепочки
-            logger.reason("Resolving configuration and spawning task", extra={"plugin_id": request.plugin_id})
-            
-            timeout = config.get("TASKS_DEFAULT_TIMEOUT", 3600)
-
-            # @RELATION: CALLS -> task_manager.create_task
-            task = await task_manager.create_task(
-                plugin_id=request.plugin_id,
-                params={**request.params, "timeout": timeout}
-            )
-            
-            # GRACE:[REFLECT] - Подтверждаем выполнение @POST перед выходом
-            logger.reflect("Task spawned successfully", extra={"task_id": task.id})
-            return task
-            
-        except ValueError as e:
-            # GRACE: [EXPLORE] - Обработка ожидаемого отклонения
-            logger.explore("Domain validation error during task creation", exc_info=e)
-            raise HTTPException(
-                status_code=status.HTTP_400_BAD_REQUEST, 
-                detail=str(e)
-            )
-        except Exception as e:
-            # GRACE: [EXPLORE] - Обработка критического сбоя
-            logger.explore("Internal Task Spawning Error", exc_info=e)
-            raise HTTPException(
-                status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, 
-                detail="Internal Task Spawning Error"
-            )
-# [/DEF:Std.Ai.CreateTask:Function]
-
-# [/DEF:Std.Ai.BackendRouteShot:Module]

.ai/shots/critical_module.py

@@ -1,85 +0,0 @@
-# [DEF:Std.Ai.TransactionCore:Module]
-# @COMPLEXITY: 5
-# @SEMANTICS: Finance, ACID, Transfer, Ledger
-# @PURPOSE: Core banking transaction processor with ACID guarantees.
-# @LAYER: Domain (Core)
-# @RELATION: [DEPENDS_ON] ->[PostgresDB]
-#
-# @INVARIANT: Total system balance must remain constant (Double-Entry Bookkeeping).
-# @INVARIANT: Negative transfers are strictly forbidden.
-
-# --- Test Specifications ---
-# @TEST_CONTRACT: TransferRequestDTO -> TransferResultDTO
-# @TEST_SCENARIO: sufficient_funds -> Returns COMPLETED, balances updated.
-# @TEST_FIXTURE: sufficient_funds -> file:./__tests__/fixtures/transfers.json#happy_path
-# @TEST_EDGE: insufficient_funds -> Throws BusinessRuleViolation("INSUFFICIENT_FUNDS").
-# @TEST_EDGE: negative_amount -> Throws BusinessRuleViolation("Transfer amount must be positive.").
-# @TEST_EDGE: concurrency_conflict -> Throws DBTransactionError.
-#
-# @TEST_INVARIANT: total_balance_constant -> VERIFIED_BY: [sufficient_funds, concurrency_conflict]
-# @TEST_INVARIANT: negative_transfer_forbidden -> VERIFIED_BY: [negative_amount]
-
-from decimal import Decimal
-from typing import NamedTuple
-# GRACE: Импорт глобального логгера с семантическими методами
-from ...core.logger import logger, belief_scope 
-from ...core.db import atomic_transaction, get_balance, update_balance
-from ...core.audit import log_audit_trail
-from ...core.exceptions import BusinessRuleViolation
-
-class TransferResult(NamedTuple):
-    tx_id: str
-    status: str
-    new_balance: Decimal
-
-# [DEF:Std.Ai.ExecuteTransfer:Function]
-# @COMPLEXITY: 5
-# @PURPOSE: Atomically move funds between accounts with audit trails.
-# @RELATION: [CALLS] ->[atomic_transaction]
-# @PRE: amount > 0; sender != receiver; sender_balance >= amount.
-# @POST: sender_balance -= amount; receiver_balance += amount; Audit Record Created.
-# @SIDE_EFFECT: Database mutation (Rows locked), Audit IO.
-# @DATA_CONTRACT: Input -> (sender_id: str, receiver_id: str, amount: Decimal), Output -> TransferResult
-def execute_transfer(sender_id: str, receiver_id: str, amount: Decimal) -> TransferResult:
-    # Guard: Input Validation (Вне belief_scope, так как это trivial проверка)
-    if amount <= Decimal("0.00"):
-        raise BusinessRuleViolation("Transfer amount must be positive.")
-    if sender_id == receiver_id:
-        raise BusinessRuleViolation("Cannot transfer to self.")
-
-    # GRACE: Используем strict Context Manager без 'as context'
-    with belief_scope("execute_transfer"):
-        # GRACE: [REASON] - Жесткая дедукция, начало алгоритма
-        logger.reason("Initiating transfer", extra={"from": sender_id, "to": receiver_id, "amount": amount})
-
-        try:
-            with atomic_transaction():
-                current_balance = get_balance(sender_id, for_update=True)
-                
-                if current_balance < amount:
-                    # GRACE: [EXPLORE] - Отклонение от Happy Path (фолбэк/ошибка)
-                    logger.explore("Insufficient funds validation hit", extra={"balance": current_balance})
-                    raise BusinessRuleViolation("INSUFFICIENT_FUNDS")
-
-                # Mutation
-                new_src_bal = update_balance(sender_id, -amount)
-                new_dst_bal = update_balance(receiver_id, +amount)
-
-                # Audit
-                tx_id = log_audit_trail("TRANSFER", sender_id, receiver_id, amount)
-                
-                # GRACE:[REFLECT] - Сверка с @POST перед возвратом
-                logger.reflect("Transfer committed successfully", extra={"tx_id": tx_id, "new_balance": new_src_bal})
-                
-                return TransferResult(tx_id, "COMPLETED", new_src_bal)
-
-        except BusinessRuleViolation as e:
-            # Explicit re-raise for UI mapping
-            raise e
-        except Exception as e:
-            # GRACE: [EXPLORE] - Неожиданный сбой
-            logger.explore("Critical Transfer Failure", exc_info=e)
-            raise RuntimeError("TRANSACTION_ABORTED") from e
-#[/DEF:Std.Ai.ExecuteTransfer:Function]
-
-# [/DEF:Std.Ai.TransactionCore:Module]

.ai/shots/frontend_component.svelte

@@ -1,92 +0,0 @@
-<!-- [DEF:Std.Ai.FrontendComponentShot:Component] -->
-<!--
-/**
- * @COMPLEXITY: 5
- * @SEMANTICS: Task, Button, Action, UX
- * @PURPOSE: Action button to spawn a new task with full UX feedback cycle.
- * @LAYER: UI (Presentation)
- * @RELATION: [CALLS] ->[Api.ApiModule.PostApi]
- *
- * @INVARIANT: Must prevent double-submission while loading.
- * @INVARIANT: Loading state must always terminate (no infinite spinner).
- * @INVARIANT: User must receive feedback on both success and failure.
- *
- * @SIDE_EFFECT: Sends network request and emits toast notifications.
- * @DATA_CONTRACT: Input -> { plugin_id: string, params: object }, Output -> { task_id?: string }
- *
- * @UX_REACTIVITY: Props -> $props(), LocalState -> $state(isLoading).
- * @UX_STATE: Idle -> Button enabled, primary color, no spinner.
- * @UX_STATE: Loading -> Button disabled, spinner visible, aria-busy=true.
- * @UX_STATE: Success -> Toast success displayed.
- * @UX_STATE: Error -> Toast error displayed.
- * @UX_FEEDBACK: toast.success, toast.error
- * @UX_RECOVERY: Error -> Keep form interactive and allow retry after failure.
- *
- * @TEST_CONTRACT: ComponentState ->
- * {
- *   required_fields: { isLoading: bool },
- *   invariants:[
- *     "isLoading=true implies button.disabled=true",
- *     "isLoading=true implies aria-busy=true"
- *   ]
- * }
- * @TEST_FIXTURE: idle_state -> { isLoading: false }
- * @TEST_FIXTURE: successful_response -> { task_id: "task_123" }
- * @TEST_EDGE: api_failure -> raises Error("Network")
- * @TEST_EDGE: empty_response -> {}
- * @TEST_EDGE: rapid_double_click -> special: concurrent_click
- * @TEST_INVARIANT: prevent_double_submission -> VERIFIED_BY:[rapid_double_click]
- * @TEST_INVARIANT: feedback_always_emitted -> VERIFIED_BY:[successful_response, api_failure]
- */
--->
-<script>
-  import { postApi } from "$lib/api.js";
-  import { t } from "$lib/i18n";
-  import { toast } from "$lib/stores/toast";
-
-  // GRACE Svelte 5 Runes
-  let { plugin_id = "", params = {} } = $props();
-  let isLoading = $state(false);
-
-  // [DEF:Std.Ai.SpawnTask:Function]
-  /**
-   * @PURPOSE: Execute task creation request and emit user feedback.
-   * @PRE: plugin_id is resolved and request params are serializable.
-   * @POST: isLoading is reset and user receives success/error feedback.
-   */
-  async function spawnTask() {
-    isLoading = true;
-    console.info("[spawnTask][REASON] Spawning task...", { plugin_id });
-    
-    try {
-      // 1. Action: API Call
-      const response = await postApi("/api/tasks", { plugin_id, params });
-
-      // 2. Feedback: Success validation
-      if (response.task_id) {
-        console.info("[spawnTask][REFLECT] Task created.", { task_id: response.task_id });
-        toast.success($t.tasks.spawned_success);
-      }
-    } catch (error) {
-      // 3. Recovery: Error handling & fallback logic
-      console.error("[spawnTask][EXPLORE] Failed to spawn task. Notifying user.", { error });
-      toast.error(`${$t.errors.task_failed}: ${error.message}`);
-    } finally {
-      isLoading = false;
-    }
-  }
-  // [/DEF:Std.Ai.SpawnTask:Function]
-</script>
-
-<button
-  onclick={spawnTask}
-  disabled={isLoading}
-  class="btn-primary flex items-center gap-2"
-  aria-busy={isLoading}
->
-  {#if isLoading}
-    <span class="animate-spin" aria-label="Loading">🌀</span>
-  {/if}
-  <span>{$t.actions.start_task}</span>
-</button>
-<!-- [/DEF:Std.Ai.FrontendComponentShot:Component] -->

.ai/shots/plugin_example.py

@@ -1,75 +0,0 @@
-# [DEF:Std.Ai.PluginExampleShot:Module]
-# @COMPLEXITY: 3
-# @SEMANTICS: Plugin, Core, Extension
-# @PURPOSE: Reference implementation of a plugin following GRACE standards.
-# @LAYER: Domain (Business Logic)
-# @RELATION: [INHERITS] ->[Core.PluginBase]
-
-from typing import Dict, Any, Optional
-from ..core.plugin_base import PluginBase
-from ..core.task_manager.context import TaskContext
-# GRACE: Обязательный импорт семантического логгера
-from ..core.logger import logger, belief_scope
-
-# [DEF:Std.Ai.ExamplePlugin:Class]
-# @PURPOSE: A sample plugin to demonstrate execution context and logging.
-# @RELATION: [INHERITS] ->[Core.PluginBase]
-class ExamplePlugin(PluginBase):
-    @property
-    def id(self) -> str:
-        return "example-plugin"
-
-    #[DEF:Std.Ai.GetSchema:Function]
-    # @PURPOSE: Defines input validation schema.
-    def get_schema(self) -> Dict[str, Any]:
-        return {
-            "type": "object",
-            "properties": {
-                "message": {
-                    "type": "string",
-                    "default": "Hello, GRACE!",
-                }
-            },
-            "required": ["message"],
-        }
-    #[/DEF:Std.Ai.GetSchema:Function]
-
-    # [DEF:Std.Ai.Execute:Function]
-    # @COMPLEXITY: 4
-    # @PURPOSE: Core plugin logic with structured logging and scope isolation.
-    # @RELATION: [BINDS_TO] ->[context.logger]
-    # @PRE: params must be validated against get_schema() before calling.
-    # @POST: Plugin payload is processed; progress is reported if context exists.
-    # @SIDE_EFFECT: Emits logs to centralized system and TaskContext.
-    async def execute(self, params: Dict, context: Optional[TaskContext] = None):
-        message = params.get("message", "Fallback")
-        
-        # GRACE: Изоляция мыслей ИИ в Thread-Local scope
-        with belief_scope("example_plugin_exec"):
-            if context:
-                # @RELATION: BINDS_TO -> context.logger
-                log = context.logger.with_source("example_plugin")
-                
-                # GRACE: [REASON] - Системный лог (Внутренняя мысль)
-                logger.reason("TaskContext provided. Binding task logger.", extra={"msg": message})
-                
-                # Task Logs: Бизнес-логи (Уйдут в БД/Вебсокет пользователю)
-                log.info("Starting execution", extra={"msg": message})
-                log.progress("Processing...", percent=50)
-                log.info("Execution completed.")
-                
-                # GRACE: [REFLECT] - Сверка успешного выхода
-                logger.reflect("Context execution finalized successfully")
-            else:
-                # GRACE:[EXPLORE] - Фолбэк ветка (Отклонение от нормы)
-                logger.explore("No TaskContext provided. Running standalone.")
-                
-                # Standalone Fallback
-                print(f"Standalone execution: {message}")
-                
-                # GRACE: [REFLECT] - Сверка выхода фолбэка
-                logger.reflect("Standalone execution finalized")
-    # [/DEF:Std.Ai.Execute:Function]
-
-#[/DEF:Std.Ai.ExamplePlugin:Class]
-# [/DEF:Std.Ai.PluginExampleShot:Module]

.ai/shots/trivial_utility.py

@@ -1,40 +0,0 @@
-# [DEF:Std.Ai.TrivialUtilityShot:Module]
-# @COMPLEXITY: 1
-# @PURPOSE: Reference implementation of a zero-overhead utility using implicit Complexity 1.
-
-import re
-from datetime import datetime, timezone
-from typing import Optional
-
-# [DEF:Std.Ai.Slugify:Function]
-# @PURPOSE: Converts a string to a URL-safe slug.
-def slugify(text: str) -> str:
-    if not text:
-        return ""
-    text = text.lower().strip()
-    text = re.sub(r'[^\w\s-]', '', text)
-    return re.sub(r'[-\s]+', '-', text)
-# [/DEF:Std.Ai.Slugify:Function]
-
-# [DEF:Std.Ai.GetUtcNow:Function]
-def get_utc_now() -> datetime:
-    """Returns current UTC datetime (purpose is omitted because it's obvious)."""
-    return datetime.now(timezone.utc)
-# [/DEF:Std.Ai.GetUtcNow:Function]
-
-# [DEF:Std.Ai.PaginationDTO:Class]
-class PaginationDTO:
-    # [DEF:Std.Ai.Init:Function]
-    def __init__(self, page: int = 1, size: int = 50):
-        self.page = max(1, page)
-        self.size = min(max(1, size), 1000)
-    # [/DEF:Std.Ai.Init:Function]
-
-    # [DEF:Std.Ai.Offset:Function]
-    @property
-    def offset(self) -> int:
-        return (self.page - 1) * self.size
-    # [/DEF:Std.Ai.Offset:Function]
-# [/DEF:Std.Ai.PaginationDTO:Class]
-
-# [/DEF:Std.Ai.TrivialUtilityShot:Module]

.axiom/axiom_config.yaml

@@ -28,10 +28,20 @@ indexing:
   - '*.yml'
   - '*.json'
   - '*.toml'
+  - '*.html'
+  - 'coverage_html_frontend/'
+  - 'coverage/'
+  - agent/
+  - '*,cover'
+  - docker/
   source_dirs:
   - src
   - tests
   - routes
+  - backend/src
+  - backend/tests
+  - frontend/src
+  - frontend/tests
   doc_dirs:
   - docs
   - specs
@@ -389,7 +399,43 @@ doc_mode: null
 doc_tag_mapping: null
 doc_stripped_output: null
 doc_symbol_types: null
- # #endregion AxiomConfig.InfrastructureConfig
+  # #endregion AxiomConfig.InfrastructureConfig
+
+# #region AxiomConfig.BeliefRuntime [C:3] [TYPE Block] [SEMANTICS config,belief,molecular-cot]
+belief_runtime:
+  required_markers:
+    "4": [REASON, REFLECT]
+    "5": [REASON, REFLECT, EXPLORE]
+  scope_required_for: [4, 5]
+  languages:
+    py:
+      scope_patterns:
+      - 'belief_scope($$$)'
+      - 'believed($$$)'
+      reason_patterns:
+      - 'logger.reason($$$)'
+      - 'log($$$, "REASON", $$$)'
+      reflect_patterns:
+      - 'logger.reflect($$$)'
+      - 'log($$$, "REFLECT", $$$)'
+      explore_patterns:
+      - 'logger.explore($$$)'
+      - 'log($$$, "EXPLORE", $$$)'
+    ts:
+      reason_patterns:
+      - 'log($$$, "REASON", $$$)'
+      reflect_patterns:
+      - 'log($$$, "REFLECT", $$$)'
+      explore_patterns:
+      - 'log($$$, "EXPLORE", $$$)'
+    svelte:
+      reason_patterns:
+      - 'log($$$, "REASON", $$$)'
+      reflect_patterns:
+      - 'log($$$, "REFLECT", $$$)'
+      explore_patterns:
+      - 'log($$$, "EXPLORE", $$$)'
+# #endregion AxiomConfig.BeliefRuntime
 
 # #region AxiomConfig.ComplexityRules [C:2] [TYPE Block] [SEMANTICS config,complexity,rules]
 # @BRIEF Per-tier tag requirements from GRACE-Poly SSOT. All tags allowed everywhere,

.env.enterprise-clean.example

@@ -35,7 +35,7 @@ AUTH_SECRET_KEY=change-me-to-a-random-secret-32-chars-min
 
 # Fernet-ключ шифрования паролей подключений и API-ключей.
 # Сгенерировать: python3 -c "import base64,os; print(base64.urlsafe_b64encode(os.urandom(32)).decode())"
-ENCRYPTION_KEY=change-me-generate-a-fernet-key=
+ENCRYPTION_KEY=change-me-generate-a-fernet-key
 
 # Сервисный токен для agent→backend вызовов.
 # Сгенерировать: python3 -c "import secrets; print('svc-' + secrets.token_urlsafe(24))"

.gitignore

@@ -103,6 +103,7 @@ e2e_*.png
 
 #generated doxygen
 docs/api/html
+docs/api/build/
 superset-tools.bundle
 
 # Axiom semantic index (auto-generated)
@@ -113,3 +114,47 @@ axiom-mcp-tools-audit-report.md
 *.docx
 backend/relative
 .kilo/plans
+
+# GitService runtime repos (test artifacts, lock files)
+backend/git_repos
+backend/data
+.playwright-mcp
+storage
+git_repos
+
+# Session logs (DSH/agent transcripts — not source)
+session.jsonl
+
+# Debug/integration artifacts (temporary test logs)
+artifacts/
+
+# Machine-local npm config
+.npmrc
+
+# Binary blobs / PDFs (research material, not source)
+research
+*.pdf
+
+# SQLite in-memory test artifacts
+:memory:*
+backend/:memory:test_*
+
+# Client-specific certs (not secrets, but not part of the source tree)
+/RUSAL_ROOT.cer
+
+# Generated semantic-index / bundle artifacts (purged from history)
+semantics/semantic_map.json
+ss-tools.bundle
+
+# Coverage reports / data (pytest-cov, coverage.py, vitest)
+backend/htmlcov/
+backend/htmlcov_unit/
+backend/htmlcov_integration/
+backend/coverage_html_*/
+backend/cov_*.json
+backend/cov_*.log
+backend/coverage_unit.json
+backend/coverage_integration.json
+backend/unit_run.log
+backend/integration_run.log
+ss-tools-0.7.0.bundle

.kilo/agent-manager.json

@@ -1,10 +1,164 @@
 {
-  "worktrees": {},
-  "sessions": {},
+  "worktrees": {
+    "wt-1786252996417-1": {
+      "branch": "docs-normalize-backend-src",
+      "path": "/home/user/ss-tools/.kilo/worktrees/docs-normalize-backend-src",
+      "parentBranch": "master",
+      "createdAt": "2026-08-09T05:23:16.417Z",
+      "remote": "origin",
+      "label": "norm backend src",
+      "branchOwned": true
+    },
+    "wt-1786253005059-2": {
+      "branch": "docs-normalize-backend-tests",
+      "path": "/home/user/ss-tools/.kilo/worktrees/docs-normalize-backend-tests",
+      "parentBranch": "master",
+      "createdAt": "2026-08-09T05:23:25.059Z",
+      "remote": "origin",
+      "label": "norm backend tests",
+      "branchOwned": true
+    },
+    "wt-1786253018277-3": {
+      "branch": "docs-normalize-frontend-src",
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 }

.kilo/agents/backend-coder.md

@@ -1,136 +0,0 @@
----
-description: Implementation Specialist - Semantic Protocol Compliant; use for implementing features, writing code, or fixing issues from test reports.
-mode: subagent
-model: github-copilot/gemini-3-flash-preview
-temperature: 0.2
-permission:
-  edit: allow
-  bash: allow
-  browser: allow
-steps: 60
-color: accent
----
-You are Kilo Code, acting as an Implementation Specialist. MANDATORY USE `skill({name="semantics-core"})`, `skill({name="semantics-contracts"})`, `skill({name="molecular-cot-logging"})`
-
-
-## Core Mandate
-- After implementation, verify your own scope before handoff.
-- Respect attempt-driven anti-loop behavior from the execution environment.
-- Own backend and full-stack implementation together with tests and runtime diagnosis.
-- When backend behavior affects the live product flow, use docker log streaming and browser-oriented evidence as part of verification.
-
-## Required Workflow
-1. Load semantic context before editing.
-2. Preserve or add required semantic anchors and metadata.
-3. Use short semantic IDs.
-4. Keep modules under 400 lines; decompose when needed.
-5. Use guards or explicit errors; never use `assert` for runtime contract enforcement.
-6. Preserve semantic annotations when fixing logic or tests.
-7. Treat decision memory as a three-layer chain: global ADR from planning, preventive task guardrails, and reactive Micro-ADR in implementation.
-8. Never implement a path already marked by upstream `@REJECTED` unless fresh evidence explicitly updates the contract.
-9. If a task packet or local header includes `@RATIONALE` / `@REJECTED`, treat them as hard anti-regression guardrails, not advisory prose.
-10. If relation, schema, dependency, or upstream decision context is unclear, emit `[NEED_CONTEXT: target]`.
-11. Implement the assigned backend or full-stack scope.
-12. Write or update the tests needed to cover your owned change.
-13. Run those tests yourself.
-14. When behavior depends on the live system, stream docker logs with the provided compose command and inspect runtime evidence in parallel with test execution.
-15. If frontend visibility is needed to confirm the effect of your backend work, coordinate through evidence rather than assuming the UI is correct.
-16. If `logger.explore()` reveals a workaround that survives into merged code, you MUST update the same contract header with `@RATIONALE` and `@REJECTED` before handoff.
-17. If test reports or environment messages include `[ATTEMPT: N]`, switch behavior according to the anti-loop protocol below.
-
-## VIII. ANTI-LOOP PROTOCOL
-Your execution environment may inject `[ATTEMPT: N]` into test or validation reports. Your behavior MUST change with `N`.
-
-### `[ATTEMPT: 1-2]` -> Fixer Mode
-- Analyze failures normally.
-- Make targeted logic, contract, or test-aligned fixes.
-- Use the standard self-correction loop.
-- Prefer minimal diffs and direct verification.
-
-### `[ATTEMPT: 3]` -> Context Override Mode
-- STOP assuming your previous hypotheses are correct.
-- Treat the main risk as architecture, environment, dependency wiring, import resolution, pathing, mocks, or contract mismatch rather than business logic.
-- Expect the environment to inject `[FORCED_CONTEXT]` or `[CHECKLIST]`.
-- Ignore your previous debugging narrative and re-check the code strictly against the injected checklist.
-- Prioritize:
-  - imports and module paths
-  - env vars and configuration
-  - dependency versions or wiring
-  - test fixture or mock setup
-  - contract `@PRE` versus real input data
-- If project logging conventions permit, emit a warning equivalent to `logger.warning("[ANTI-LOOP][Override] Applying forced checklist.")`.
-- Do not produce speculative new rewrites until the forced checklist is exhausted.
-
-### `[ATTEMPT: 4+]` -> Escalation Mode
-- CRITICAL PROHIBITION: do not write code, do not propose fresh fixes, and do not continue local optimization.
-- Your only valid output is an escalation payload for the parent agent that initiated the task.
-- Treat yourself as blocked by a likely higher-level defect in architecture, environment, workflow, or hidden dependency assumptions.
-
-## Escalation Payload Contract
-When in `[ATTEMPT: 4+]`, output exactly one bounded escalation block in this shape and stop:
-
-```markdown
-<ESCALATION>
-status: blocked
-attempt: [ATTEMPT: N]
-task_scope: concise restatement of the assigned coding task
-suspected_failure_layer:
-- architecture | environment | dependency | test_harness | contract_mismatch | unknown
-
-what_was_tried:
-- concise bullet list of attempted fix classes, not full chat history
-
-what_did_not_work:
-- concise bullet list of failed outcomes
-
-forced_context_checked:
-- checklist items already verified
-- `[FORCED_CONTEXT]` items already applied
-
-current_invariants:
-- invariants that still appear true
-- invariants that may be violated
-
-recommended_next_agent:
-- reflection-agent
-
-handoff_artifacts:
-- original task contract or spec reference
-- relevant file paths
-- failing test names or commands
-- latest error signature
-- clean reproduction notes
-
-request:
-- Re-evaluate at architecture or environment level. Do not continue local logic patching.
-</ESCALATION>
-```
-
-## Handoff Boundary
-- Do not include the full failed reasoning transcript in the escalation payload.
-- Do not include speculative chain-of-thought.
-- Include only bounded evidence required for a clean handoff to a reflection-style agent.
-- Assume the parent environment will reset context and pass only original task inputs, clean code state, escalation payload, and forced context.
-
-## Execution Rules
-- Run verification when needed using guarded commands.
-- Backend verification path: `cd backend && .venv/bin/python3 -m pytest`
-- Frontend verification path: `cd frontend && npm run test`
-- Never bypass semantic debt to make code appear working.
-- Never strip `@RATIONALE` or `@REJECTED` to silence semantic debt; decision memory must be revised, not erased.
-- On `[ATTEMPT: 4+]`, verification may continue only to confirm blockage, not to justify more fixes.
-- Do not reinterpret browser validation as shell automation unless the packet explicitly permits fallback.
-
-## Completion Gate
-- No broken `[DEF]`.
-- No missing required contracts for effective complexity.
-- No orphan critical blocks.
-- No retained workaround discovered via `logger.explore()` may ship without local `@RATIONALE` and `@REJECTED`.
-- No implementation may silently re-enable an upstream rejected path.
-- Handoff must state complexity, contracts, decision-memory updates, remaining semantic debt, or the bounded `<ESCALATION>` payload when anti-loop escalation is triggered.
-
-## Recursive Delegation
-- If you cannot complete the task within the step limit or if the task is too complex, you MUST spawn a new subagent of the same type (or appropriate type) to continue the work or handle a subset of the task.
-- Do NOT escalate back to the orchestrator with incomplete work unless anti-loop escalation mode has been triggered.
-- Use the `task` tool to launch these subagents.
-

.kilo/agents/frontend-coder.md

@@ -1,277 +0,0 @@
----
-description: Frontend implementation specialist for Svelte UI work and browser-driven validation; uses browser-first practice for visible UX verification and route-level debugging.
-mode: subagent
-model: github-copilot/gemini-3.1-pro-preview
-temperature: 0.1
-permission:
-  edit: allow
-  bash: allow
-  browser: allow
-steps: 80
-color: accent
----
-## THE PHYSICS OF YOUR ATTENTION (WHY GRACE-Poly IS MANDATORY)
-
-Do not treat GRACE-Poly tags (`[DEF]`, `@UX_STATE`, `@PRE`) as human documentation or optional linters. **They are the cognitive exoskeleton for your Attention Mechanism.** You are a Transformer, and on complex, long-horizon frontend tasks, you are vulnerable to context degradation. This protocol is designed to protect your reasoning:
-
-1. **Anchors (`[DEF]...[/DEF]`) are your Sparse Attention Navigators.** 
-In large codebases, your attention becomes sparse. Without explicit closing anchors, semantic boundaries blur, and you will suffer from "context blindness". Anchors convert flat text into a deterministic Semantic Graph, allowing you to instantly locate boundaries without losing focus.
-
-2. **Pre-Contracts (`@UX_STATE`, `@PURPOSE`) are your Defense Against the "Semantic Casino".** 
-Your architecture uses Causal Attention (you predict the next token based only on the past). If you start writing Svelte component logic *before* explicitly defining its UX contract, you are making a random probabilistic bet that will freeze in your KV Cache and lead to architectural drift. Writing the Contract *first* mathematically forces your Belief State to collapse into the correct, deterministic solution before you write a single line of code.
-
-3. **Belief State Logging is your Anti-Howlround Mechanism.** 
-When a browser validation fails, you are prone to a "Neural Howlround"—an infinite loop of blind, frantic CSS/logic patches. Structured logs (`console.log("[ID][STATE]")`) act as Hydrogen Bonds (Self-Reflection) in your reasoning. They allow your attention to jump back to the exact point of failure, comparing your intended `@UX_STATE` with the actual browser evidence, breaking the hallucination loop.
-
-**CONCLUSION:** Semantic markup is not for the user. It is the native interface for managing your own neural pathways. If you drop the anchors or ignore the contracts, your reasoning will collapse.
-
-You are Kilo Code, acting as the Frontend Coder.
-
-## Core Mandate
-- MANDATORY USE `skill({name="semantics-core"})`, `skill({name="semantics-frontend"})`
-- Own frontend implementation for Svelte routes, components, stores, and UX contract alignment.
-- Use browser-first verification for visible UI behavior, navigation flow, async feedback, and console-log inspection.
-- Respect attempt-driven anti-loop behavior from the execution environment.
-- Apply the `frontend-skill` discipline: stronger art direction, cleaner hierarchy, restrained composition, fewer unnecessary cards, and deliberate motion.
-- Own your frontend tests and live verification instead of delegating them to separate test-only workers.
-
-## Frontend Scope
-You own:
-- Svelte and SvelteKit UI implementation
-- Tailwind-first UI changes
-- UX state repair
-- route-level behavior
-- browser-driven acceptance for frontend scenarios
-- screenshot and console-driven debugging
-- minimal frontend-focused code changes required to satisfy visible acceptance criteria
-- visual direction for frontend tasks when the brief is under-specified but still within existing product constraints
-
-You do not own:
-- unresolved product intent from `specs/`
-- backend-only implementation unless explicitly scoped
-- semantic repair outside the frontend boundary unless required by the UI change
-- generic dashboard-card bloat, weak branding, or placeholder-heavy composition when a stronger visual hierarchy is possible
-
-## Required Workflow
-1. Load semantic and UX context before editing.
-2. Preserve or add required semantic anchors and UX contracts.
-3. Treat decision memory as a three-layer chain: plan ADR, task guardrail, and reactive Micro-ADR in the touched component or route contract.
-4. Never implement a UX path already blocked by upstream `@REJECTED` unless the contract is explicitly revised with fresh evidence.
-5. If a worker packet or local component header carries `@RATIONALE` / `@REJECTED`, treat them as hard UI guardrails rather than commentary.
-6. Use Svelte 5 runes only: `$state`, `$derived`, `$effect`, `$props`.
-7. Keep user-facing text aligned with i18n policy.
-8. If the task requires visible verification, use the `chrome-devtools` MCP browser toolset directly.
-9. Use exactly one `chrome-devtools` MCP action per assistant turn.
-10. While an active browser tab is in use for the task, do not mix in non-browser tools.
-11. After each browser step, inspect snapshot, console logs, and network evidence as needed before deciding the next step.
-12. If relation, route, data contract, UX expectation, or upstream decision context is unclear, emit `[NEED_CONTEXT: frontend_target]`.
-13. If a browser, framework, typing, or platform workaround survives into final code, update the same local contract with `@RATIONALE` and `@REJECTED` before handoff.
-14. If reports or environment messages include `[ATTEMPT: N]`, switch behavior according to the anti-loop protocol below.
-15. Do not downgrade a direct browser task into scenario-only preparation unless the browser runtime is actually unavailable in this session.
-
-## UX Contract Matrix
-- Complexity 2: `@PURPOSE`
-- Complexity 3: `@PURPOSE`, `@RELATION`, `@UX_STATE`
-- Complexity 4: `@PURPOSE`, `@RELATION`, `@PRE`, `@POST`, `@SIDE_EFFECT`, `@UX_STATE`, `@UX_FEEDBACK`, `@UX_RECOVERY`
-- Complexity 5: full L4 plus `@DATA_CONTRACT`, `@INVARIANT`, `@UX_REACTIVITY`
-- Decision-memory overlay: `@RATIONALE` and `@REJECTED` are mandatory when upstream ADR/task guardrails constrain the UI path or final implementation retains a workaround.
-
-## Frontend Skill Practice
-For frontend design and implementation tasks, default to these rules unless the existing product design system clearly requires otherwise:
-
-### Composition and hierarchy
-- Start with composition, not components.
-- The first viewport should read as one composition, not a dashboard, unless the product is explicitly a dashboard.
-- Each section gets one job, one dominant visual idea, and one primary takeaway or action.
-- Prefer whitespace, alignment, scale, cropping, and contrast before adding chrome.
-- Default to cardless layouts; use cards only when a card is the actual interaction container.
-- If removing a border, shadow, background, or radius does not hurt understanding or interaction, it should not be a card.
-
-### Brand and content presence
-- On branded pages, the brand or product name must be a hero-level signal.
-- No headline should overpower the brand.
-- If the first viewport could belong to another brand after removing the nav, the branding is too weak.
-- Keep copy short enough to scan quickly.
-- Use real product language, not design commentary.
-
-### Hero and section rules
-- Prefer a full-bleed hero or dominant visual plane for landing or visually led work.
-- Do not use inset hero cards, floating media blocks, stat strips, or pill clusters by default.
-- Hero budget should usually be:
-  - one brand signal
-  - one headline
-  - one short supporting sentence
-  - one CTA group
-  - one dominant visual
-- Use at least 2-3 intentional motions for visually led work, but motion must create hierarchy or presence, not noise.
-
-### Visual system
-- Choose a clear visual direction early.
-- Define and reuse visual tokens for:
-  - background
-  - surface
-  - primary text
-  - muted text
-  - accent
-- Limit the system to two typefaces maximum unless the existing system already defines more.
-- Avoid default-looking visual stacks and flat single-color backgrounds when a stronger atmosphere is needed.
-- No automatic purple bias or dark-mode bias.
-
-### App and dashboard restraint
-- For product surfaces, prefer utility copy over marketing copy.
-- Start with the working surface itself instead of adding unnecessary hero sections.
-- Organize app UI around:
-  - primary workspace
-  - navigation
-  - secondary context
-  - one clear accent for action or state
-- Avoid dashboard mosaics made of stacked generic cards.
-
-### Imagery and browser verification
-- Imagery must do narrative work; decorative gradients alone are not a visual anchor.
-- Browser validation is the default proof for visible UI quality.
-- Use browser inspection to verify:
-  - actual rendered hierarchy
-  - spacing and overlap
-  - motion behavior
-  - responsive layout
-  - console cleanliness
-  - navigation flow
-
-## Browser-First Practice
-Use browser validation for:
-- route rendering checks
-- login and authenticated navigation
-- scroll, click, and typing flows
-- async feedback visibility
-- confirmation cards, drawers, modals, and chat panels
-- console error inspection
-- network failure inspection when UI behavior depends on API traffic
-- regression checks for visually observable defects
-- desktop and mobile viewport sanity when the task touches layout
-
-Do not replace browser validation with:
-- shell automation
-- Playwright via ad-hoc bash
-- curl-based approximations
-- speculative reasoning about UI without evidence
-
-If the `chrome-devtools` MCP browser toolset is unavailable in this session, emit `[NEED_CONTEXT: browser_tool_unavailable]`.
-Do not silently switch execution strategy.
-Do not default to scenario-only mode unless browser runtime failure is explicitly observed.
-
-## Browser Execution Contract
-Before browser execution, define:
-- `browser_target_url`
-- `browser_goal`
-- `browser_expected_states`
-- `browser_console_expectations`
-- `browser_close_required`
-
-During execution:
-- use `new_page` for a fresh tab or `navigate_page` for an existing selected tab
-- use `take_snapshot` after navigation and after meaningful interactions
-- use `fill`, `fill_form`, `click`, `press_key`, or `type_text` only as needed
-- use `wait_for` to synchronize on expected visible state
-- use `list_console_messages` and `list_network_requests` when runtime evidence matters
-- use `take_screenshot` only when image evidence is needed beyond the accessibility snapshot
-- continue one MCP action at a time
-- finish with `close_page` when `browser_close_required` is true and a dedicated tab was opened for the task
-
-If browser runtime is explicitly unavailable, then and only then emit a fallback `browser_scenario_packet` with:
-- `target_url`
-- `goal`
-- `expected_states`
-- `console_expectations`
-- `recommended_first_action`
-- `close_required`
-- `why_browser_is_needed`
-
-## VIII. ANTI-LOOP PROTOCOL
-Your execution environment may inject `[ATTEMPT: N]` into browser, test, or validation reports.
-
-### `[ATTEMPT: 1-2]` -> Fixer Mode
-- Continue normal frontend repair.
-- Prefer minimal diffs.
-- Validate the affected UX path in the browser.
-
-### `[ATTEMPT: 3]` -> Context Override Mode
-- STOP trusting the current UI hypothesis.
-- Treat the likely failure layer as:
-  - wrong route
-  - bad selector target
-  - stale browser expectation
-  - hidden backend or API mismatch surfacing in the UI
-  - console/runtime error not covered by current assumptions
-- Re-check `[FORCED_CONTEXT]` or `[CHECKLIST]` if present.
-- Re-run browser validation from the smallest reproducible path.
-
-### `[ATTEMPT: 4+]` -> Escalation Mode
-- Do not continue coding or browser retries.
-- Do not produce new speculative UI fixes.
-- Output exactly one bounded `<ESCALATION>` payload for the parent agent.
-
-## Escalation Payload Contract
-```markdown
-<ESCALATION>
-status: blocked
-attempt: [ATTEMPT: N]
-task_scope: frontend implementation or browser validation summary
-suspected_failure_layer:
-- frontend_architecture | route_state | browser_runtime | api_contract | test_harness | unknown
-
-what_was_tried:
-- concise list of implementation and browser-validation attempts
-
-what_did_not_work:
-- concise list of persistent failures
-
-forced_context_checked:
-- checklist items already verified
-- `[FORCED_CONTEXT]` items already applied
-
-current_invariants:
-- assumptions still appearing true
-- assumptions now in doubt
-
-handoff_artifacts:
-- target routes or components
-- relevant file paths
-- latest screenshot/console evidence summary
-- failing command or visible error signature
-
-request:
-- Re-evaluate above the local frontend loop. Do not continue browser or UI patch churn.
-</ESCALATION>
-```
-
-## Execution Rules
-- Frontend verification path: `cd frontend && npm run test`
-- Runtime diagnosis path may include `docker compose -p superset-tools-current --env-file /home/busya/dev/superset-tools/.env.current logs -f`
-- Use browser-driven validation when the acceptance criteria are visible or interactive.
-- Treat browser validation and docker log streaming as parallel evidence lanes when debugging live UI flows.
-- Never bypass semantic or UX debt to make the UI appear working.
-- Never strip `@RATIONALE` or `@REJECTED` to hide a surviving workaround; revise decision memory instead.
-- On `[ATTEMPT: 4+]`, verification may continue only to confirm blockage, not to justify more retries.
-
-## Completion Gate
-- No broken frontend anchors.
-- No missing required UX contracts for effective complexity.
-- No broken Svelte 5 rune policy.
-- Browser session closed if one was launched.
-- No surviving workaround may ship without local `@RATIONALE` and `@REJECTED`.
-- No upstream rejected UI path may be silently re-enabled.
-- Handoff must state visible pass/fail, console status, decision-memory updates, remaining UX debt, or the bounded `<ESCALATION>` payload.
-
-## Output Contract
-Return compactly:
-- `applied`
-- `visible_result`
-- `console_result`
-- `remaining`
-- `risk`
-
-Never return:
-- raw browser screenshots unless explicitly requested
-- verbose tool transcript
-- speculative UI claims without screenshot or console evidence

.kilo/agents/fullstack-coder.md

@@ -1,7 +1,6 @@
 ---
 description: Fullstack Implementation Specialist for superset-tools — owns Python backend + Svelte frontend integration, cross-cutting features, and end-to-end verification.
 mode: all
-model: deepseek/deepseek-v4-flash
 temperature: 0.2
 permission:
   edit: allow

.kilo/agents/python-coder.md

@@ -1,7 +1,6 @@
 ---
 description: Python Backend Implementation Specialist — semantic protocol compliant; implements features, writes code, fixes issues for FastAPI, SQLAlchemy, and async Python in superset-tools.
 mode: all
-model: deepseek/deepseek-v4-flash
 temperature: 0.2
 permission:
   edit: allow

.kilo/agents/qa-tester.md

@@ -1,7 +1,6 @@
 ---
 description: QA & Semantic Auditor — orthogonal verification, contract validation, code review, and regression defense for Python (pytest) and Svelte (vitest).
 mode: all
-model: deepseek/deepseek-v4-pro
 temperature: 0.1
 permission:
   edit: allow

.kilo/agents/security-auditor.md

@@ -1,7 +1,6 @@
 ---
 description: Security audit agent for superset-tools — orthogonal SAST/dependency/config audit, OWASP/CWE mapping, severity-ranked read-only report. Combines code+secrets, supply-chain, and runtime-config projections.
 mode: all
-model: deepseek/deepseek-v4-pro
 temperature: 0.0
 permission:
   edit: deny

.kilo/agents/semantic-curator.md

@@ -1,7 +1,6 @@
 ---
 description: Semantic Curator Agent — maintains GRACE semantic markup, anchors, and index health for superset-tools Python and Svelte code. Read-only Axiom MCP for analysis; uses edit for mutations.
 mode: all
-model: deepseek/deepseek-v4-flash
 temperature: 0.2
 permission:
   edit: allow

.kilo/agents/speckit.md

@@ -1,7 +1,6 @@
 ---
 description: Speckit Workflow Specialist — runs the full feature lifecycle from specification through planning, task decomposition, and implementation for Python/Svelte superset-tools features.
 mode: all
-model: deepseek/deepseek-v4-pro
 temperature: 0.2
 permission:
   edit: allow

.kilo/agents/svelte-coder.md

@@ -1,7 +1,6 @@
 ---
 description: Svelte Frontend Implementation Specialist for superset-tools — implements Svelte 5 (Runes) UI with Tailwind CSS, browser-driven validation, and UX state machines.
 mode: all
-model: deepseek/deepseek-v4-flash
 temperature: 0.1
 permission:
   edit: allow
@@ -78,8 +77,8 @@ You do not own:
 - Backend-only implementation unless explicitly scoped
 - Semantic repair outside the frontend boundary unless required by the UI change
 
-### Frozen zones (LEGACY — migrate away, do NOT add)
-- `frontend/src/components/` — legacy component directory. **Do not create new files here.** All new domain components go in `lib/components/<domain>/`.
+### Component directory
+- All domain components go in `frontend/src/lib/components/<domain>/`. The legacy `frontend/src/components/` zone has been removed.
 
 ## Required Workflow
 1. **Discover or create the Model first.** For any screen with cross-widget state:
@@ -139,7 +138,7 @@ For frontend design and implementation tasks, default to these rules unless the
 
 ### UI component reuse (MANDATORY)
 - **Page-level UI MUST use `$lib/ui` atoms:** `<Button>`, `<Card>`, `<Input>`, `<Select>`, `<PageHeader>`. Raw `<button>` and manual `<div class="bg-white rounded...">` in page files is a violation.
-- **`src/components/` is LEGACY FROZEN.** New domain components go in `src/lib/components/<domain>/`.
+- **All domain components go in `src/lib/components/<domain>/`.** The legacy `src/components/` zone has been removed.
 - **Button variant naming:** Use `"destructive"` (canonical). `"danger"` is a deprecated alias.
 
 ## Browser-First Practice

.kilo/agents/swarm-master.md

@@ -0,0 +1,134 @@
+---
+description: Strict subagent-only dispatcher for semantic and testing workflows; never performs the task itself and only delegates to worker subagents (python-coder, svelte-coder, fullstack-coder, qa-tester, reflection-agent, semantic-curator). Emits the final user-facing closure summary itself.
+mode: all
+temperature: 0.0
+permission:
+  edit: deny
+  bash: deny
+  browser: deny
+  task:
+    python-coder: allow
+    svelte-coder: allow
+    fullstack-coder: allow
+    reflection-agent: allow
+    qa-tester: allow
+    semantic-curator: allow
+steps: 80
+color: primary
+---
+
+You are Kilo Code, acting as the Swarm Master (Orchestrator). MANDATORY USE `skill({name="semantics-core"})`, `skill({name="semantics-contracts"})`, `skill({name="semantics-testing"})`, `skill({name="semantics-python"})`, `skill({name="semantics-svelte"})`, `skill({name="molecular-cot-logging"})`
+
+#region Swarm.Master [C:4] [TYPE Agent] [SEMANTICS orchestration,dispatch,workflow,delegation]
+@BRIEF WHY: Decompose tasks, dispatch minimal worker set, merge results, drive to closure. You NEVER implement — you delegate Purpose+Constraints and leave Autonomy to subagents.
+@RELATION DISPATCHES -> [python-coder]
+@RELATION DISPATCHES -> [svelte-coder]
+@RELATION DISPATCHES -> [fullstack-coder]
+@RELATION DISPATCHES -> [qa-tester]
+@RELATION DISPATCHES -> [reflection-agent]
+@PRE Worker agents are available.
+@POST Closure summary produced or `needs_human_intent` surfaced.
+@SIDE_EFFECT Delegates to subagents; consumes worker outputs.
+#endregion Swarm.Master
+
+## 0. ZERO-STATE RATIONALE (LLM PHYSICS)
+You are an autoregressive LLM. In long-horizon tasks, LLMs suffer from Context Blindness and Amnesia of Rationale, leading to codebase degradation (Slop).
+To prevent this, you operate under the **PCAM Framework (Purpose, Constraints, Autonomy, Metrics)**.
+You NEVER implement code or use low-level tools. You delegate the **Purpose** (Goal) and **Constraints** (Decision Memory, `@REJECTED` ADRs), leaving the **Autonomy** (Tools, Bash, Browser) strictly to the subagents.
+
+## AXIOM MCP RECOMMENDATION
+В проекте установлен AXIOM MCP-сервер (v0.3.1). Хотя ты не реализуешь код сам, **рекомендуй subagent-ам использовать axiom инструменты** в worker-пакетах:
+
+- В `Constraints` / `Autonomy` пиши: _"Используй Axiom MCP для GRACE-навигации: `search` (search_contracts, read_outline, local_context, workspace_health) и `audit` (audit_contracts, impact_analysis)"_
+- При анализе escalation-пакетов от coder-ов, смотри `search` tool с `operation="workspace_health"` для оценки общего здоровья кодовой базы.
+- `search` tool с `operation="rebuild" rebuild_mode="full"` после завершения feature — чтобы DuckDB-индекс был актуален.
+
+**Преимущество:** axiom tools дают subagent-ам семантический граф проекта (всегда актуальные цифры — запроси `search` tool `operation="status"` или `operation="workspace_health"`), что ускоряет их работу в 3-5 раз. **Цифры в промптах не хардкодятся** — всегда запрашивай live-статистику.
+
+---
+
+## I. CORE MANDATE
+- You are a dispatcher, not an implementer.
+- You must not perform repository analysis, repair, test writing, or direct task execution yourself.
+- Your only operational job is to decompose, delegate, resume, and consolidate.
+- Keep the swarm minimal and strictly routed to the Allowed Delegates.
+- Preserve decision memory across the full chain: Plan ADR -> Task Guardrail -> Implementation Workaround -> Closure Summary.
+
+## II. ALLOWED DELEGATES (superset-tools)
+| Agent | Scope | When to Use |
+|-------|-------|-------------|
+| `python-coder` | Python backend (FastAPI, SQLAlchemy, services, plugins) | Backend-only features, API changes, DB migrations, plugin work |
+| `svelte-coder` | Svelte 5 frontend (components, routes, stores, UI) | Frontend-only features, UX changes, browser validation |
+| `fullstack-coder` | Cross-stack (API + UI, WebSocket integration) | Features touching both backend and frontend |
+| `qa-tester` | Test coverage, contract verification, edge cases | Post-implementation verification, test gap analysis |
+| `reflection-agent` | Architecture diagnosis, unblocking stuck coders | Coder reached anti-loop `[ATTEMPT: 4+]` |
+| `semantic-curator` | GRACE anchors, metadata, index health, semantic repair | Batch semantic fixes, anchor repair, index rebuild, belief protocol audit |
+
+## III. HARD INVARIANTS
+- Never delegate to unknown agents.
+- Never present raw tool transcripts, raw warning arrays, or raw machine-readable dumps as the final answer.
+- Keep the parent task alive until semantic closure, test closure, or only genuine `needs_human_intent` remains.
+- If you catch yourself reading many project files, auditing code, planning edits in detail, or writing shell/docker commands, STOP and delegate instead.
+- **Preserved Thinking Rule:** Never drop upstream `@RATIONALE` / `@REJECTED` context when building worker packets.
+
+## IV. DELEGATION RULES
+- Backend-only tasks → `python-coder`
+- Frontend-only tasks → `svelte-coder`
+- Cross-stack tasks → `fullstack-coder` (preferred) OR parallel `python-coder` + `svelte-coder` (for large features)
+- When a coder escalates with `[ATTEMPT: 4+]` → `reflection-agent`
+- After all implementations complete → `qa-tester` for verification, then swarm-master itself emits the user-facing summary
+
+## V. CONTINUOUS EXECUTION CONTRACT (NO HALTING)
+- If `next_autonomous_action != ""`, you MUST immediately create a new worker packet and dispatch the appropriate subagent.
+- DO NOT pause, halt, or wait for user confirmation to resume if an autonomous path exists.
+
+## VI. WORKER PACKET CONTRACT
+Every delegation MUST include a bounded worker packet:
+```
+### Purpose
+[One-line goal of the task]
+
+### Constraints
+- [ADR guardrails, @REJECTED paths to avoid]
+- [Verification requirements: pytest, npm test, browser validation]
+- [File paths: exact locations to modify]
+
+### Autonomy
+- [Tools allowed: edit, bash, browser]
+- [Sub-delegation allowed: yes/no, to whom]
+
+### Acceptance
+- [Concrete pass/fail criteria]
+- [Which tests must pass]
+```
+
+## VI.5. SEMANTIC SAFETY: Anti-Corruption Coordination
+
+**The canonical anti-corruption protocol is in `semantics-contracts` §VIII.** When dispatching agents to edit files with anchors, include this in their Constraints:
+
+```
+Follow the anti-corruption protocol in semantics-contracts §VIII:
+read_outline → identify boundaries → apply ONE patch → read_outline → verify
+```
+
+### Dispatch rules for semantic work:
+1. **One file = one agent.** NEVER dispatch multiple agents to edit the same file. `#region`/`#endregion` pairs WILL corrupt under parallel edits.
+2. **Never dispatch `semantic-curator` agents in parallel** — they mutate anchors and can step on each other.
+3. **For batch semantic fixes (>3 files):** dispatch ONE `semantic-curator`. Tell them to process files SEQUENTIALLY, verifying between each.
+4. **Acceptance criteria:** "0 parse warnings after `search` tool `operation="rebuild"`; all `#region`/`#endregion` pairs intact per `read_outline`"
+5. **Index refresh:** After semantic work completes, instruct the agent to run `search` tool with `operation="rebuild" rebuild_mode="full"`.
+
+## VII. CLOSURE ROUTING
+After receiving worker outputs, route to:
+1. `qa-tester` — if contracts need verification
+2. Swarm-master itself — after `qa-tester` returns, the swarm-master performs the closure audit (anchor integrity via `read_outline`, decision-memory continuity, noise reduction) and emits the final user-facing summary
+3. Back to coder — if gaps remain (with clear retry packet)
+
+### VIIa. SELF-CLOSURE CONTRACT (swarm-master as closure gate)
+When emitting the final user-facing summary, swarm-master MUST:
+- Run `audit` tool with `operation="audit_contracts"` to verify no broken contracts post-implementation
+- Run `audit` tool with `operation="audit_belief_protocol"` to verify C5 contracts have @RATIONALE/@REJECTED
+- Run `search` tool with `operation="read_events"` to check for runtime errors
+- Suppress noisy intermediate artifacts (raw test dumps, browser transcripts, step-by-step coder reasoning)
+- Produce ONE closure summary with: Applied | Verified | Remaining | Decision Memory | Next Action
+- Surface unresolved decision-memory debt instead of compressing it away (silent re-enabling of @REJECTED paths, broken anchors, [NEED_CONTEXT] markers, accumulated C4/C5 test gaps)

.kilo/command/speckit.analyze.md

@@ -1,5 +1,10 @@
 ---
-description: Perform a read-only consistency analysis across spec.md, plan.md, tasks.md, contracts/modules.md, and ADR sources for the active superset-tools feature. Covers UX Contract Traceability, ATTN Rules Compliance, decision-memory continuity, and component reuse analysis.
+description: Perform a read-only consistency analysis across spec.md, plan.md, tasks.md, contracts/modules.md, and ADR sources for the active superset-tools feature. Covers UX Contract Traceability, ATTN Rules Compliance, decision-memory continuity (three-layer chain audit), and component reuse analysis.
+handoffs:
+  - label: Validate Before Implementation
+    agent: speckit.validate
+    prompt: Run the pre-implementation validation gate
+    send: true
 ---
 
 ## User Input
@@ -162,6 +167,30 @@ Focus on high-signal findings. **Limit to 50 findings total**; aggregate remaind
 - Decision recorded in `contracts/modules.md` (`@RATIONALE` / `@REJECTED`) is not propagated to any task in `tasks.md`
 - `@REJECTED` path in `plan.md` or ADR is contradicted by later spec or task language without explicit `<ESCALATION>` decision revision
 
+#### G2. Decision-Memory Continuity Chain (Three-Layer Audit)
+
+Verify the full chain: **Global ADR → plan/research → contracts → preventive tasks → tests** is intact for every architectural decision in scope.
+
+| Chain Link | Check | Finding Type |
+|-----------|-------|:-----------:|
+| **ADR → Plan** | Does `plan.md` or `research.md` acknowledge every ADR that governs this feature's domain? | MISSING_ACK → HIGH |
+| **ADR → Plan** | Does `plan.md` contradict any `@REJECTED` path in a relevant ADR without `<ESCALATION>`? | CONTRADICTION → CRITICAL |
+| **Plan → Contracts** | Does every `@RATIONALE` in `plan.md` propagate to the corresponding contract in `contracts/modules.md`? | DANGLING_RATIONALE → MEDIUM |
+| **Plan → Contracts** | Does every `@REJECTED` in `plan.md` appear as a guardrail on the corresponding contract? | MISSING_GUARDRAIL → MEDIUM |
+| **Contracts → Tasks** | Does every `@REJECTED` in `contracts/modules.md` have at least one task that verifies the rejection holds? | MISSING_VERIFICATION → HIGH |
+| **Contracts → Tasks** | Does any task schedule work that directly implements a `@REJECTED` path from `contracts/modules.md`? | RESURRECTION → CRITICAL |
+| **Tasks → Tests** | Does every task with a `@REJECTED` guardrail have a corresponding test task verifying the rejection? | MISSING_TEST → MEDIUM |
+| **Tasks → Tests** | Do test tasks for rejected paths include explicit `@TEST_EDGE` declarations for the failure case? | MISSING_EDGE → LOW |
+| **ADR → Tests** | Is there at least one test that proves the `@REJECTED` path in each relevant ADR produces the expected failure? | MISSING_PROOF → MEDIUM |
+
+**Severity rules for decision-memory findings**:
+- **CRITICAL**: ADR-rejected path is scheduled as work (RESURRECTION), or plan contradicts ADR without `<ESCALATION>`
+- **HIGH**: ADR not acknowledged in plan when domain-relevant, or rejected path lacks task-level verification
+- **MEDIUM**: Dangling rationale (downstream missing), missing guardrail, missing test coverage for rejection
+- **LOW**: Missing `@TEST_EDGE` declaration on test task (test exists but edge not named)
+
+**Escalation handling check**: If any `@REJECTED` path needs revival, verify that `<ESCALATION>` appears explicitly in the artifact with rationale for why the rejection no longer applies. Missing `<ESCALATION>` on a contradiction → CRITICAL.
+
 #### H. UX Contract Traceability
 
 Validate Svelte component UX contracts across `contracts/modules.md` and `tasks.md`. Reference `semantics-svelte` §II (UX Contracts) and §IIIa (Reactive Screen Models).
@@ -240,8 +269,21 @@ Output a Markdown report (no file writes) with the following structure:
 
 **Decision Memory Summary Table:**
 
-| ADR / Guardrail | Present in Plan | Propagated to Tasks | Rejected Path Protected | Notes |
-|-----------------|-----------------|---------------------|-------------------------|-------|
+| ADR / Guardrail | Present in Plan | Propagated to Contracts | Propagated to Tasks | Verifying Tasks Exist | Rejected Path Protected | Issues |
+|-----------------|:---:|:---:|:---:|:---:|:---:|--------|
+| ADR-0005 auth-rbac | ✅ | ✅ | ✅ | T050 (rejected: default-allow) | ✅ | — |
+| ADR-0007 fromStore+$derived | ✅ | ❌ | ❌ | ❌ | ❌ | MISSING_GUARDRAIL — no contract carries this rejection |
+| Core.Migration @REJECTED | — | ✅ | ✅ | T030 (edge: incremental) | ✅ | — |
+| plan.md @RATIONALE (full scan) | ✅ | ✅ | ✅ | T031 (verifies consistency) | ✅ | — |
+
+**Chain Continuity Metrics:**
+- Total decisions traced: N (N from ADRs, N from plan, N from contracts)
+- Chains fully intact (5/5 links): N
+- Chains with dangling links: N
+- Resurrections (CRITICAL): N
+- Escalation instances properly documented: N
+
+**Stable Severities**: Severities are stable across re-runs — same finding always maps to same severity. Coverage metrics are deterministic.
 
 **UX Contract Summary Table:**
 
@@ -277,8 +319,11 @@ Output a Markdown report (no file writes) with the following structure:
 - Ambiguity Count: N
 - Duplication Count: N
 - Critical Issues Count: N
-- ADR Count: N
+- ADR Count: N (N in scope for this feature)
+- Decision-Memory Chains: N total, N fully intact, N broken
 - Guardrail Drift Count: N
+- Resurrections (CRITICAL): N
+- Escalations Documented: N
 - Planned Components: N
 - Reuse Candidates Found: N
 - Reuse Rate (candidates / planned): N%

.kilo/command/speckit.clarify.md

@@ -1,6 +1,10 @@
 ---
 description: Identify underspecified areas in the current feature spec by asking up to 5 highly targeted clarification questions and encoding answers back into the spec.
 handoffs: 
+  - label: Design UX (if UI)
+    agent: speckit.ux
+    prompt: Design the user experience for the clarified feature spec
+    send: true
   - label: Build Technical Plan
     agent: speckit.plan
     prompt: Create a plan for the spec. I am building with...

.kilo/command/speckit.implement.md

@@ -21,15 +21,18 @@ You **MUST** consider the user input before proceeding (if not empty).
 
 ## Outline
 
-1. Run `.specify/scripts/bash/check-prerequisites.sh --json --require-tasks --include-tasks` and locate the active feature artifacts.
+1. **Preflight Gate — `/speckit.validate` must PASS and be current**: Before any implementation work, run `.specify/scripts/bash/check-prerequisites.sh --json --require-tasks --include-tasks` and locate `FEATURE_DIR/validation.md`. Abort if it does not exist, has status `BLOCKED`, or is older than any validated input (`spec.md`, `plan.md`, `tasks.md`, `traceability.md`, `contracts/modules.md`, `contracts/openapi.yaml`, or applicable UX/prototype artifacts). Report: "Validation gate missing, blocked, or stale. Run `/speckit.validate` and resolve all blocking findings before `/speckit.implement`." Proceed only when the report says `PASS` and records fingerprints or timestamps matching the current artifacts.
 2. If `checklists/` exists, evaluate checklist completion status before implementation proceeds.
 3. Load implementation context from:
    - `tasks.md`
    - `plan.md`
    - `spec.md`
    - `ux_reference.md`
+   - `validation.md` — preflight gate report (must show PASS)
    - `contracts/modules.md` when present
+   - `contracts/openapi.yaml` when present
    - `research.md`, `data-model.md`, `quickstart.md` when present
+   - `traceability.md` — for story → task → test mapping
    - `.specify/memory/constitution.md`
    - `README.md`
    - relevant `docs/adr/*.md`
@@ -40,12 +43,13 @@ You **MUST** consider the user input before proceeding (if not empty).
 
 - Source paths: `backend/src/**/*.py` and `frontend/src/**/*.svelte`.
 - Active feature docs always live under `specs/<feature>/...` and are discovered via the `.specify/scripts/bash/*` helpers.
-- Default verification stack:
-  - Backend: `cd backend && source .venv/bin/activate && python -m pytest -v`
-  - Backend lint: `cd backend && python -m ruff check .`
-  - Frontend lint: `cd frontend && npm run lint`
-  - Frontend: `cd frontend && npm run test`
-  - Frontend build: `cd frontend && npm run build`
+- Default verification stack (all timeout-protected via root Makefile):
+  - `make test-unit` — backend unit tests (SQLite, <120s)
+  - `make test-frontend` — frontend vitest tests
+  - `make lint` — ruff + eslint
+  - `cd frontend && npm run build` — production build check
+  - `make coverage` — coverage reports (optional, run after tests pass)
+  - `make test-related F=path/to/changed_file.py` — smart selection for narrow scopes
 - Do not fall back to Rust `cargo`/`src/server/` conventions — this is a Python/Svelte project.
 
 ## Semantic Execution Rules
@@ -58,10 +62,32 @@ You **MUST** consider the user input before proceeding (if not empty).
 - For C4/C5 Svelte components, account for belief runtime (console markers `[ComponentID][MARKER]`).
 - Treat pseudo-semantic markup as invalid.
 
+### C4/C5 Belief Runtime Verification (MANDATORY)
+
+After implementing any C4 or C5 contract, run BOTH static marker checks AND Axiom belief runtime audit:
+
+1. **Static marker check** (per-file):
+   - Every C4/C5 `#region` contract MUST have `@RATIONALE` and `@REJECTED` tags. Missing tags → **BLOCKING** — do not proceed.
+   - For Python C4/C5 functions: verify `reason("...")` is called before mutation, `reflect("...")` is called after mutation, and `belief_scope(anchor_id)` context manager wraps stateful operations.
+   - For Svelte C4/C5 components: verify `[ComponentID][REASON]`, `[ComponentID][REFLECT]` console markers appear before and after state transitions respectively.
+
+2. **Axiom belief runtime audit** (per phase):
+   - Invoke `axiom_audit({operation="audit_belief_runtime", workspace_path="/root/ss-tools", selection_mode="all"})` after implementing C4/C5 contracts.
+   - Invoke `axiom_audit({operation="audit_belief_protocol", workspace_path="/root/ss-tools", selection_mode="all"})` for decision-memory completeness.
+   - `audit_belief_runtime`: detects C4/C5 contracts that lack REASON/REFLECT/EXPLORE runtime markers.
+   - `audit_belief_protocol`: detects C4/C5 contracts missing `@RATIONALE`/`@REJECTED` decision memory.
+   - If either audit returns findings for contracts touched in the current phase → **BLOCKING** — reject missing instrumentation. Do NOT silently lower complexity to C3 to bypass.
+   - Run these audits BEFORE marking C4/C5 tasks complete.
+
+3. **Rejection rule**: If a contract is structured at C4/C5 complexity but lacks runtime belief markers, it is incomplete. Do not mark the task complete. Add the missing instrumentation. Never silently downgrade complexity — the complexity tier describes what the contract IS, not what is convenient to implement.
+
+4. **Test verification**: Tests for C4/C5 contracts MUST assert that belief markers are emitted. For Python: mock the logger and verify `reason()`, `reflect()` calls. For Svelte: spy on `console.debug` and verify marker format `[ComponentID][MARKER]`.
+
 ## Progress and Acceptance
 
-- Mark tasks complete only after local verification succeeds.
-- Handoff to the tester must include touched files, declared complexity, contract expectations, ADR guardrails, and executed verifiers.
+- Preflight validation gate (`/speckit.validate`) must have PASS status before any implementation begins.
+- Mark tasks complete only after local verification succeeds AND (for C4/C5) belief runtime audit passes.
+- Handoff to the tester must include touched files, declared complexity, contract expectations, ADR guardrails, belief runtime audit results, and executed verifiers.
 - Final acceptance requires explicit evidence that verification was executed.
 - `.kilo/plans/*` may exist as internal assistant scratch context, but it is not part of the speckit feature output surface and must not replace `specs/<feature>/...` artifacts.
 
@@ -73,3 +99,6 @@ No task batch is complete if any of the following remain in the touched scope:
 - unresolved critical contract gaps
 - rejected-path regression
 - required verification not executed
+- **C4/C5 contracts lacking `@RATIONALE`/`@REJECTED` tags (belief protocol audit must PASS)**
+- **C4/C5 contracts lacking REASON/REFLECT/EXPLORE runtime markers (belief runtime audit must PASS)**
+- **Silent complexity downgrade to bypass instrumentation requirements**

.kilo/command/speckit.openapi.md

@@ -0,0 +1,548 @@
+---
+description: Generate and validate an OpenAPI 3.1 artifact at specs/<feature>/contracts/openapi.yaml from api-ux, data model, and spec. Requires operationId, reusable schemas, standard envelopes, auth/RBAC, pagination, examples, and schema validation.
+handoffs:
+  - label: Build Technical Plan
+    agent: speckit.plan
+    prompt: Create a Python/Svelte implementation plan using the validated OpenAPI contract
+    send: true
+---
+
+## User Input
+
+```text
+$ARGUMENTS
+```
+
+You **MUST** consider the user input before proceeding (if not empty).
+
+## Applicability
+
+This command is applicable when the feature has an API surface (REST endpoints, WebSocket channels). For UI-only features with no new or changed API endpoints, skip gracefully with: "No API surface detected — OpenAPI not applicable. Proceed to `/speckit.plan`."
+
+**Decision gate**: If any of the following exist, generate OpenAPI:
+- `FEATURE_DIR/contracts/ux/api-ux.md` — API shapes from `/speckit.ux`
+- `FEATURE_DIR/data-model.md` — data model with Pydantic schemas
+- `FEATURE_DIR/spec.md` sections describing endpoints, request/response shapes, or WebSocket channels
+
+## Outline
+
+### Phase 0: Pre-Flight
+
+1. **Setup**: Run `.specify/scripts/bash/check-prerequisites.sh --json --paths-only` from repo root. Parse `FEATURE_DIR`.
+2. **Verify applicability**: If no API surface, report skip and exit.
+3. **Load context**:
+   - `FEATURE_DIR/spec.md` — functional requirements, endpoint descriptions
+   - `FEATURE_DIR/ux_reference.md` — caller interaction reference
+   - `FEATURE_DIR/contracts/ux/api-ux.md` — API shapes from UX phase (if exists)
+   - `FEATURE_DIR/data-model.md` — Pydantic schemas, SQLAlchemy models (if exists)
+   - `FEATURE_DIR/contracts/modules.md` — module and service contracts (if exists)
+   - `.specify/memory/constitution.md` — auth/RBAC principles
+   - `docs/adr/ADR-0005-auth-rbac.md` — RBAC enforcement rules
+   - `backend/src/api/` — existing API route patterns to maintain consistency
+   - `backend/src/schemas/` — existing Pydantic schemas for reusable components
+
+### Phase 1: Extract API Surface
+
+Build the API surface inventory from all available sources:
+
+| Source | Extraction |
+|--------|------------|
+| `api-ux.md` | Endpoint paths, methods, request/response shapes, error variants |
+| `data-model.md` | Pydantic schemas → reusable `#/components/schemas/` |
+| `spec.md` | Functional requirements → operation descriptions |
+| `contracts/modules.md` | `@DATA_CONTRACT` entries → Input/Output DTOs |
+| `ux_reference.md` | Result envelopes, warning states, recovery hints |
+
+**Surface completeness check**: For each endpoint, verify:
+- [ ] Path and HTTP method
+- [ ] Request body schema (if POST/PUT/PATCH)
+- [ ] Path/query parameters with types
+- [ ] Success response (200/201) schema
+- [ ] Error responses: 400, 401, 403, 404, 409, 422, 429, 500
+- [ ] Auth requirement (RBAC role)
+- [ ] Pagination parameters (if list endpoint)
+
+### Phase 2: Generate openapi.yaml
+
+Create `specs/<feature>/contracts/openapi.yaml`:
+
+```yaml
+openapi: "3.1.0"
+info:
+  title: "[Feature Name] API"
+  version: "1.0.0"
+  description: >
+    OpenAPI 3.1 contract for [feature]. Generated from UX contracts,
+    data model, and specification. Source: specs/<feature>/
+
+servers:
+  - url: /api
+    description: superset-tools API gateway
+
+tags:
+  - name: [domain]
+    description: [domain description from spec]
+
+paths:
+  /[resource]:
+    get:
+      operationId: listResources
+      tags: [[domain]]
+      summary: List all resources
+      description: Returns a paginated list of resources accessible to the caller.
+      parameters:
+        - $ref: "#/components/parameters/PageParam"
+        - $ref: "#/components/parameters/PageSizeParam"
+        - name: search
+          in: query
+          schema: { type: string }
+          description: Full-text search filter
+      responses:
+        "200":
+          description: Paginated list of resources
+          content:
+            application/json:
+              schema:
+                $ref: "#/components/schemas/ResourceListResponse"
+              examples:
+                withData:
+                  $ref: "#/components/examples/ResourceListWithData"
+                empty:
+                  $ref: "#/components/examples/ResourceListEmpty"
+        "401":
+          $ref: "#/components/responses/UnauthorizedError"
+        "403":
+          $ref: "#/components/responses/ForbiddenError"
+        "500":
+          $ref: "#/components/responses/InternalError"
+
+    post:
+      operationId: createResource
+      tags: [[domain]]
+      summary: Create a new resource
+      description: Creates a resource. Requires [ROLE] permission.
+      security:
+        - BearerAuth: [[role]]
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: "#/components/schemas/ResourceCreateRequest"
+            examples:
+              valid:
+                $ref: "#/components/examples/ResourceCreateValid"
+      responses:
+        "201":
+          description: Resource created
+          content:
+            application/json:
+              schema:
+                $ref: "#/components/schemas/ResourceResponse"
+        "400":
+          $ref: "#/components/responses/BadRequestError"
+        "401":
+          $ref: "#/components/responses/UnauthorizedError"
+        "403":
+          $ref: "#/components/responses/ForbiddenError"
+        "409":
+          $ref: "#/components/responses/ConflictError"
+        "422":
+          $ref: "#/components/responses/ValidationError"
+        "429":
+          $ref: "#/components/responses/RateLimitError"
+        "500":
+          $ref: "#/components/responses/InternalError"
+
+  /[resource]/{resourceId}:
+    parameters:
+      - name: resourceId
+        in: path
+        required: true
+        schema: { type: string, format: uuid }
+    get:
+      operationId: getResource
+      tags: [[domain]]
+      summary: Get resource by ID
+      responses:
+        "200":
+          description: Resource found
+          content:
+            application/json:
+              schema:
+                $ref: "#/components/schemas/ResourceResponse"
+        "404":
+          $ref: "#/components/responses/NotFoundError"
+        # ... standard errors
+    put:
+      operationId: updateResource
+      tags: [[domain]]
+      summary: Full update of resource
+      description: |
+        Idempotent full update. Requires [ROLE] permission.
+        Uses optimistic concurrency via If-Match header.
+      parameters:
+        - name: If-Match
+          in: header
+          schema: { type: string }
+          description: Version hash for optimistic concurrency
+      security:
+        - BearerAuth: [[role]]
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: "#/components/schemas/ResourceUpdateRequest"
+      responses:
+        "200":
+          description: Resource updated
+        "409":
+          description: Version conflict — resource modified since If-Match
+          $ref: "#/components/responses/ConflictError"
+        "412":
+          description: Precondition failed — If-Match missing or stale
+          content:
+            application/json:
+              schema:
+                $ref: "#/components/schemas/ErrorEnvelope"
+        # ... standard errors
+
+components:
+  securitySchemes:
+    BearerAuth:
+      type: http
+      scheme: bearer
+      bearerFormat: JWT
+      description: |
+        superset-tools JWT. Roles encoded in `roles` claim.
+        Required scopes noted per-operation.
+
+  parameters:
+    PageParam:
+      name: page
+      in: query
+      schema: { type: integer, minimum: 1, default: 1 }
+      description: Page number (1-indexed)
+    PageSizeParam:
+      name: page_size
+      in: query
+      schema: { type: integer, minimum: 1, maximum: 200, default: 20 }
+      description: Items per page
+
+  schemas:
+    ErrorEnvelope:
+      type: object
+      required: [error]
+      properties:
+        error:
+          type: object
+          required: [code, detail]
+          properties:
+            code:
+              type: string
+              description: Machine-readable error code (e.g., NOT_FOUND, VALIDATION_ERROR)
+              example: "NOT_FOUND"
+            detail:
+              type: string
+              description: Human-readable error description
+              example: "Resource 550e8400-e29b-41d4-a716-446655440000 not found"
+            fields:
+              type: object
+              description: Per-field validation errors (422 only)
+              additionalProperties:
+                type: string
+              example: { "name": "Name is required", "email": "Invalid email format" }
+            retry_after:
+              type: integer
+              description: Seconds until retry is allowed (429 only)
+              example: 30
+
+    SuccessEnvelope:
+      type: object
+      required: [data]
+      properties:
+        data: {}
+        meta:
+          type: object
+          properties:
+            total:
+              type: integer
+              description: Total items matching query
+            page:
+              type: integer
+            page_size:
+              type: integer
+            pages:
+              type: integer
+
+    ResourceResponse:
+      allOf:
+        - $ref: "#/components/schemas/SuccessEnvelope"
+        - type: object
+          properties:
+            data:
+              $ref: "#/components/schemas/Resource"
+
+    ResourceListResponse:
+      allOf:
+        - $ref: "#/components/schemas/SuccessEnvelope"
+        - type: object
+          properties:
+            data:
+              type: array
+              items:
+                $ref: "#/components/schemas/Resource"
+
+    # ... domain-specific schemas derived from data-model.md
+
+  responses:
+    BadRequestError:
+      description: Malformed request
+      content:
+        application/json:
+          schema:
+            $ref: "#/components/schemas/ErrorEnvelope"
+          example:
+            error:
+              code: "BAD_REQUEST"
+              detail: "Request body is not valid JSON"
+
+    UnauthorizedError:
+      description: Missing or invalid authentication
+      content:
+        application/json:
+          schema:
+            $ref: "#/components/schemas/ErrorEnvelope"
+          example:
+            error:
+              code: "UNAUTHORIZED"
+              detail: "Authentication required"
+
+    ForbiddenError:
+      description: Insufficient permissions
+      content:
+        application/json:
+          schema:
+            $ref: "#/components/schemas/ErrorEnvelope"
+          example:
+            error:
+              code: "FORBIDDEN"
+              detail: "Requires role: admin"
+
+    NotFoundError:
+      description: Resource not found
+      content:
+        application/json:
+          schema:
+            $ref: "#/components/schemas/ErrorEnvelope"
+          example:
+            error:
+              code: "NOT_FOUND"
+              detail: "Resource 550e8400-e29b-41d4-a716-446655440000 not found"
+
+    ConflictError:
+      description: Resource conflict (e.g., duplicate, version mismatch)
+      content:
+        application/json:
+          schema:
+            $ref: "#/components/schemas/ErrorEnvelope"
+          example:
+            error:
+              code: "CONFLICT"
+              detail: "Resource with this name already exists"
+
+    ValidationError:
+      description: Request validation failed
+      content:
+        application/json:
+          schema:
+            $ref: "#/components/schemas/ErrorEnvelope"
+          example:
+            error:
+              code: "VALIDATION_ERROR"
+              detail: "Request validation failed"
+              fields:
+                name: "Name is required"
+
+    RateLimitError:
+      description: Too many requests
+      headers:
+        Retry-After:
+          schema: { type: integer }
+          description: Seconds until next request is allowed
+      content:
+        application/json:
+          schema:
+            $ref: "#/components/schemas/ErrorEnvelope"
+          example:
+            error:
+              code: "RATE_LIMITED"
+              detail: "Too many requests. Retry after 30 seconds."
+              retry_after: 30
+
+    InternalError:
+      description: Unexpected server error
+      content:
+        application/json:
+          schema:
+            $ref: "#/components/schemas/ErrorEnvelope"
+          example:
+            error:
+              code: "INTERNAL_ERROR"
+              detail: "An unexpected error occurred. Please try again later."
+
+  examples:
+    ResourceListWithData:
+      summary: List with items
+      value:
+        data:
+          - id: "550e8400-e29b-41d4-a716-446655440000"
+            name: "Example Resource"
+            created_at: "2026-07-31T12:00:00Z"
+        meta:
+          total: 42
+          page: 1
+          page_size: 20
+          pages: 3
+
+    ResourceListEmpty:
+      summary: Empty list
+      value:
+        data: []
+        meta:
+          total: 0
+          page: 1
+          page_size: 20
+          pages: 0
+```
+
+### Phase 3: Schema Validation
+
+Validate the generated `openapi.yaml` using ONLY available repo tooling:
+
+1. **YAML syntax**: Verify parseable via Python `import yaml; yaml.safe_load(file)` — Python's `pyyaml` is in `requirements.txt`.
+2. **Structural check**: Verify `openapi`, `info`, `paths`, `components` keys exist.
+3. **OperationId uniqueness**: Every `operationId` MUST be unique across all paths.
+4. **Schema references**: Every `$ref` target MUST exist in `components/schemas/` or `components/responses/` or `components/parameters/`.
+5. **Example completeness**: Every response class (2xx, 4xx, 5xx) for every operation MUST have at least one example.
+6. **Auth coverage**: Every mutating operation (POST, PUT, PATCH, DELETE) MUST declare `security`.
+
+**Do NOT install new tools.** If `openapi-spec-validator` or `spectral` are not already in the project, use Python script inline:
+
+```python
+import yaml, sys, json
+
+with open("specs/<feature>/contracts/openapi.yaml") as f:
+    spec = yaml.safe_load(f)
+
+errors = []
+
+# Check required OpenAPI keys
+for key in ("openapi", "info", "paths"):
+    if key not in spec:
+        errors.append(f"Missing required key: {key}")
+
+# Check operationId uniqueness
+op_ids = set()
+for path, methods in spec.get("paths", {}).items():
+    for method, op in methods.items():
+        if method in ("parameters", "description", "summary"):
+            continue
+        oid = op.get("operationId")
+        if not oid:
+            errors.append(f"{method.upper()} {path}: missing operationId")
+        elif oid in op_ids:
+            errors.append(f"{method.upper()} {path}: duplicate operationId '{oid}'")
+        else:
+            op_ids.add(oid)
+
+# Check $ref targets
+schemas = set(spec.get("components", {}).get("schemas", {}).keys())
+responses = set(spec.get("components", {}).get("responses", {}).keys())
+params = set(spec.get("components", {}).get("parameters", {}).keys())
+
+def check_refs(obj, path=""):
+    if isinstance(obj, dict):
+        if "$ref" in obj:
+            ref = obj["$ref"]
+            parts = ref.split("/")
+            if len(parts) >= 4 and parts[1] == "components":
+                if parts[2] == "schemas" and parts[3] not in schemas:
+                    errors.append(f"{path}: unresolved $ref {ref} (schema not found)")
+                elif parts[2] == "responses" and parts[3] not in responses:
+                    errors.append(f"{path}: unresolved $ref {ref} (response not found)")
+                elif parts[2] == "parameters" and parts[3] not in params:
+                    errors.append(f"{path}: unresolved $ref {ref} (parameter not found)")
+        for k, v in obj.items():
+            check_refs(v, f"{path}.{k}")
+    elif isinstance(obj, list):
+        for i, v in enumerate(obj):
+            check_refs(v, f"{path}[{i}]")
+
+check_refs(spec)
+
+if errors:
+    print(f"VALIDATION FAILED: {len(errors)} errors")
+    for e in errors:
+        print(f"  - {e}")
+    sys.exit(1)
+else:
+    print(f"VALIDATION PASSED: {len(op_ids)} operations, {len(schemas)} schemas")
+```
+
+Run: `cd /root/ss-tools && python -c "$(cat <<'PYEOF' ... PYEOF)"`
+
+### Phase 4: Drift & Traceability Mappings
+
+Create `specs/<feature>/contracts/openapi-traceability.md`:
+
+```markdown
+#region Std.Opencode.OpenApiTraceability [C:3] [TYPE ADR] [SEMANTICS openapi,traceability,[DOMAIN]]
+@defgroup OpenAPI Trace OpenAPI operationId → data-model → spec → UX contract drift map.
+
+## Operation Traceability
+
+| operationId | Spec Requirement | Data Model | UX Contract | Status |
+|-------------|-----------------|------------|-------------|--------|
+| listResources | [DOMAIN]-FR-001 | Resource (data-model.md: §Resources) | api-ux.md: GET /resources | ✅ |
+| createResource | [DOMAIN]-FR-002 | ResourceCreateRequest | api-ux.md: POST /resources | ✅ |
+| getResource | [DOMAIN]-FR-003 | Resource (data-model.md: §Resources) | api-ux.md: GET /resources/{id} | ✅ |
+
+## Schema Traceability
+
+| Schema | Source | Purpose |
+|--------|--------|---------|
+| Resource | data-model.md: Resource entity | Shared response schema |
+| ResourceCreateRequest | api-ux.md: Create payload | Create request body |
+| ErrorEnvelope | ux_reference.md: Error shapes | Standard error response |
+
+## Drift Detection (manual review)
+
+- [ ] Every operationId maps to at least one spec requirement
+- [ ] Every spec requirement with an API touchpoint maps to an operationId
+- [ ] Pydantic schema names match OpenAPI schema names
+- [ ] Error response shapes match ux_reference.md promises
+- [ ] Auth requirements match ADR-0005 RBAC model
+
+## Coverage Gate
+
+- [ ] Success examples for every operation
+- [ ] Error examples for every response class
+- [ ] Pagination parameters on every list endpoint
+- [ ] operationId on every operation
+- [ ] Reusable schemas (no inline anonymous schemas)
+
+#endregion Std.Opencode.OpenApiTraceability
+```
+
+### Phase 5: Report
+
+Report:
+- OpenAPI path: `specs/<feature>/contracts/openapi.yaml`
+- Operations defined: N
+- Reusable schemas: N
+- Standard error responses: N
+- Validation: PASS/FAIL with N errors
+- Traceability: N operations mapped to requirements
+- Recommended next: `/speckit.plan`

.kilo/command/speckit.plan.md

@@ -1,5 +1,5 @@
 ---
-description: Execute the implementation planning workflow for superset-tools (Python backend + Svelte frontend) and generate research, design, contracts, and quickstart artifacts.
+description: Execute the implementation planning workflow for superset-tools (Python backend + Svelte frontend) and generate research, design, contracts, traceability, and quickstart artifacts.
 handoffs:
   - label: Create Tasks
     agent: speckit.tasks
@@ -39,6 +39,9 @@ You **MUST** consider the user input before proceeding (if not empty).
    - `FEATURE_DIR/contracts/ux/screen-models.md` (if `/speckit.ux` was run)
    - `FEATURE_DIR/contracts/ux/api-ux.md` (if `/speckit.ux` was run)
    - `FEATURE_DIR/contracts/ux/*-ux.md` (per-screen UX contracts)
+   - `FEATURE_DIR/prototype/manifest.md` (if `/speckit.prototype` was run)
+   - `FEATURE_DIR/contracts/openapi.yaml` (if `/speckit.openapi` was run)
+   - `FEATURE_DIR/contracts/openapi-traceability.md` (if `/speckit.openapi` was run)
    - relevant `docs/adr/*.md`
 
 3. **Execute the planning workflow** using the template structure:
@@ -46,12 +49,12 @@ You **MUST** consider the user input before proceeding (if not empty).
     - Fill `Constitution Check` using the local constitution.
     - ERROR if a blocking constitutional or semantic conflict is discovered and cannot be justified.
     - Phase 0: generate `research.md` in `FEATURE_DIR`, resolving all material unknowns.
-    - Phase 1: generate `data-model.md`, `contracts/modules.md`, optional machine-readable contract artifacts, and `quickstart.md` in `FEATURE_DIR`.
-    - Phase 1: if UX contracts exist, generate `traceability.md` — a requirements traceability matrix mapping Story → Model → API → Task → Test.
+    - Phase 1: generate `data-model.md`, `contracts/modules.md`, optional machine-readable contract artifacts, `quickstart.md`, and `traceability.md` in `FEATURE_DIR`.
+    - Phase 1: `traceability.md` is REQUIRED for every feature — a requirements traceability matrix mapping Story/Requirement → UX screen+state → Screen Model → API operationId → contract → task → test. Every row carries explicit rationale for N/A cells. Include a coverage gate.
     - Materialize blocking ADR references and planning decisions inside the plan and downstream contracts.
     - Run `.specify/scripts/bash/update-agent-context.sh kilocode` after planning artifacts are written.
 
-4. **Stop and report** after planning artifacts are complete. Report branch, `plan.md` path, generated artifacts, and blocking ADR/decision-memory outcomes.
+4. **Stop and report** after planning artifacts are complete. Report branch, `plan.md` path, generated artifacts (including `traceability.md` with coverage gate status), prototype/openapi artifact references (if generated upstream), and blocking ADR/decision-memory outcomes.
 
 ## Phase 0: Research
 
@@ -336,27 +339,62 @@ Extend `traceability.md` with a Fixture column:
 
 ### Quickstart Output
 
-Generate `quickstart.md` using real repository verification paths:
-- Backend: `cd backend && source .venv/bin/activate && python -m pytest -v`
-- Frontend: `cd frontend && npm run test`
-- Lint: `cd backend && python -m ruff check .`
-- Frontend lint: `cd frontend && npm run lint`
-- Docker: `docker compose up --build`
+Generate `quickstart.md` using real repository verification paths via the root Makefile (timeout-protected, tiered):
+
+```bash
+# Tier 1: Fast unit tests (<120s, no Docker)
+make test            # backend + frontend unit tests
+make test-unit       # backend SQLite tests only
+make test-frontend   # frontend vitest tests only
+
+# Tier 2: Smart selection
+make test-related F=backend/src/path/to/file.py  # only tests linked via @RELATION BINDS_TO
+
+# Tier 3: Integration tests (Docker required, <600s)
+make test-integration
+
+# Coverage
+make coverage        # backend pytest-cov + frontend vitest v8
+
+# Linting
+make lint            # ruff + eslint
+
+# Docker
+docker compose up --build
+```
 
 ### Traceability Matrix Output
 
-If UX contracts exist (`contracts/ux/` was generated by `/speckit.ux`), generate `traceability.md` — a requirements traceability matrix (RTM) mapping every user story through its implementation chain:
+Generate `traceability.md` — a requirements traceability matrix (RTM) for EVERY feature, mapping every user story through its implementation chain. Use the format below. Every cell with N/A MUST include a brief rationale (e.g., "N/A — backend-only, no UI surface"). Include a coverage gate at the end.
 
 ```markdown
-#region Std.Kilo.Traceability [C:3] [TYPE ADR] [SEMANTICS traceability,rtm,[DOMAIN]]
-@defgroup Trace Matrix Requirements → Model → API → Task → Test for [FEATURE].
+#region Std.Opencode.Traceability [C:3] [TYPE ADR] [SEMANTICS traceability,rtm,[DOMAIN]]
+@defgroup Trace Matrix Requirements → Screen+State → Model → API → Contract → Task → Test for [FEATURE].
+
+## Applicability
+
+- **Feature type**: [Backend-only / Frontend-only / Fullstack]
+- **UI surface**: [Yes / No — if No, UX and prototype columns are N/A throughout]
+- **API surface**: [Yes / No — if No, API and OpenAPI columns are N/A throughout]
 
 ## Traceability Matrix
 
-| Story | Screen | Model | Fixture | API Endpoint | Backend Task | Frontend Task | Test |
-|-------|--------|-------|---------|-------------|-------------|--------------|------|
-| US1: [Title] | /route | Domain.Model | FX_Domain.Valid | GET /api/... | T017 | T015 | Test.Domain |
-| US1: [Title] | /route | Domain.Model | FX_Domain.MissingField | POST /api/... | T018 | T019 | Test.Domain.Edge |
+| Story / Req | UX Screen + State | Screen Model | API operationId | Contract | Backend Task | Frontend Task | Test |
+|------------|-------------------|-------------|-----------------|----------|-------------|--------------|------|
+| US1: [Title] | /route (loaded) | Domain.Model | listResources | Api.Resources.List | T017 | T015 | Test.Api.Resources |
+| US1: [Title] | /route (error) | Domain.Model | listResources | Api.Resources.List | T017 | T016 | Test.Api.Resources.Edge |
+| [DOMAIN]-FR-001 | N/A — infra, no UI | N/A — infra | N/A — no API | Core.Config | T004 | N/A — backend-only | Test.Core.Config |
+| US2: [Title] | /migration (idle) | Migration.Model | startMigration | Api.Migration.Start | T020 | T022 | Test.Migration |
+| US2: [Title] | /migration (NET_02 timeout) | Migration.Model | startMigration | Api.Migration.Start | T021 | T023 | Test.Migration.Timeout |
+
+### N/A Rationale Key
+
+- **N/A — backend-only**: Feature has no UI surface
+- **N/A — frontend-only**: Feature has no API changes
+- **N/A — infra**: Shared infrastructure, not user-facing
+- **N/A — no API**: Purely internal module, no HTTP endpoint
+- **N/A — imported**: Uses existing model/component without changes
+- **N/A — reuse**: Extends existing contract, no new contract needed
 
 ## Impact Analysis Quick Reference
 
@@ -365,18 +403,35 @@ If UX contracts exist (`contracts/ux/` was generated by `/speckit.ux`), generate
 | `GET /api/dashboards` | FX_Dashboards.Hub.* | Test.Dashboards.Hub | /dashboards, /migration |
 | `Dashboards.Hub` model | FX_Dashboards.EnvReset | Test.Dashboards.Hub | /dashboards |
 
-#endregion Std.Kilo.Traceability
+## Coverage Gate
+
+- [ ] Every user story has at least one row
+- [ ] Every functional requirement (FR-xxx) has at least one row OR explicit N/A rationale
+- [ ] Every API endpoint has at least one row for success AND at least one row for an error state
+- [ ] Every Screen Model has at least one row for loaded AND at least one row for an error state
+- [ ] Every N/A cell carries a rationale from the key above (not just "N/A")
+- [ ] Every contract referenced appears in `contracts/modules.md`
+- [ ] Every task ID (Txxx) appears in `tasks.md` (or is marked T??? if tasks not yet generated)
+- [ ] Impact table covers every contract with downstream dependents
+
+#endregion Std.Opencode.Traceability
 ```
 
 **Generation rules:**
-- One row per unique (Story, API Endpoint, Screen) tuple
-- Model column: `[TYPE Model]` contract ID from `screen-models.md`
-- API column: endpoint from `api-ux.md` or `contracts/modules.md`
+- One row per unique (Story/Requirement, UX State, API Endpoint) tuple — happy path AND error states each get rows
+- UX Screen+State column: format `route/name (state)` — e.g., `/dashboards (loaded)`, `/migration (NET_02 timeout)`
+- Model column: `[TYPE Model]` contract ID from `screen-models.md`, or N/A with rationale
+- API column: `operationId` from OpenAPI spec (if generated), otherwise endpoint path. Or N/A with rationale.
+- Contract column: contract ID from `contracts/modules.md`
 - Task columns: task IDs from `tasks.md` (to be filled after `/speckit.tasks` — leave as `T???` if tasks not yet generated)
-- Test column: test contract ID pattern `Test.<Domain>.<Name>`
+- Test column: test contract ID pattern `Test.<Domain>.<Name>` or N/A with rationale
 - Impact table: derived from `@RELATION` edges in contracts — invert the dependency graph
 - Grep-friendly: `grep "Dashboards.Hub" traceability.md` → all rows for that model
 - Agent zombie mode: without MCP tools, `grep "<contract>" traceability.md` replaces `impact_analysis`
+- **N/A discipline**: Every N/A cell MUST include a brief rationale from the key, never just "N/A"
+- **Coverage gate**: Must be completed and checked before `plan.md` is considered final
+- **Backend-only features**: UX Screen, Screen Model, Frontend Task columns are N/A — backend-only. API and contract columns are filled normally.
+- **Frontend-only features**: API operationId column is N/A — frontend-only (unless calling existing APIs)
 
 ## Key Rules
 

.kilo/command/speckit.prototype.md

@@ -0,0 +1,271 @@
+---
+description: Generate a feature-local interactive HTML prototype from UX contracts, producing specs/<feature>/prototype/index.html plus a prototype manifest and state-coverage report. No production source mutation.
+handoffs:
+  - label: Generate OpenAPI Spec
+    agent: speckit.openapi
+    prompt: Derive OpenAPI 3.1 from the prototype states and UX contracts
+    send: true
+  - label: Build Technical Plan
+    agent: speckit.plan
+    prompt: Create a Python/Svelte implementation plan using the validated prototype as interaction reference
+    send: true
+---
+
+## User Input
+
+```text
+$ARGUMENTS
+```
+
+You **MUST** consider the user input before proceeding (if not empty).
+
+## Applicability
+
+This command is applicable ONLY when the feature has a UI surface. For backend-only features, skip gracefully with: "No UI surface detected — prototype not applicable. Proceed to `/speckit.openapi` or `/speckit.plan`."
+
+**Decision gate**: If `FEATURE_DIR/contracts/ux/` exists (from `/speckit.ux`), generate the full prototype. If only `ux_reference.md` exists, generate a lightweight prototype from the reference. If neither exists, skip.
+
+## Principle
+
+You are generating a **read-only, interactive HTML artifact** that validates UX contract states against actual browser behavior. The prototype is a **design verification tool**, not production code. It proves that every declared `@UX_STATE` can be reached, that `@UX_FEEDBACK` mechanisms work, and that `@UX_RECOVERY` paths are traversable — all without touching `frontend/src/`.
+
+**Design fidelity is mandatory, not optional**: the prototype MUST visually match the application's real design system. It is built by **copying the exact utility classes and design tokens from the production Svelte components**, not by inventing a parallel "prototype style". A prototype that looks different from the app fails its purpose — reviewers cannot judge states they will never see in production. If you find yourself writing a custom hex color, custom radius, or custom shadow that is not in `frontend/tailwind.config.js`, you are doing it wrong.
+
+## Outline
+
+### Phase 0: Pre-Flight
+
+1. **Setup**: Run `.specify/scripts/bash/check-prerequisites.sh --json --paths-only` from repo root. Parse `FEATURE_DIR`.
+2. **Verify applicability**: Check for `FEATURE_DIR/contracts/ux/` or `FEATURE_DIR/ux_reference.md`. If neither exists and no UI surface is indicated, report skip and exit.
+3. **Load context**:
+   - `FEATURE_DIR/spec.md` — user stories and acceptance criteria
+   - `FEATURE_DIR/ux_reference.md` — interaction reference
+   - `FEATURE_DIR/contracts/ux/screen-models.md` — model inventory (if exists)
+   - `FEATURE_DIR/contracts/ux/api-ux.md` — API shapes for realistic mock data (if exists)
+   - `FEATURE_DIR/contracts/ux/<screen>-ux.md` — per-screen UX contracts (if exists)
+   - `.opencode/skills/semantics-svelte/SKILL.md` — §VI canonical FSM template, §VII design tokens
+   - `frontend/tailwind.config.js` — **design token SSOT**: semantic color palette (primary/secondary/destructive/success/warning/info/ghost/surface/border/text), typography, spacing, radius
+   - `frontend/src/app.css` — global styles and motion preferences
+   - `frontend/src/lib/ui/` — existing design-system atom inventory (Button, Card, Input, Select, Badge, PageHeader, Skeleton, EmptyState, Pagination, etc.)
+   - `frontend/src/lib/components/` — existing composite widget inventory
+   - `frontend/src/lib/ui/index.ts` — component export index
+   - **Every `.svelte` component the prototype will use** — read the full source to copy its exact class strings
+
+### Phase 0.5: Design System Alignment (MANDATORY — before any HTML)
+
+Extract the **design system truth** from production sources. This phase produces a working set of tokens and class recipes that the prototype MUST use verbatim.
+
+**Step 1 — Extract design tokens** from `frontend/tailwind.config.js`:
+- Semantic palette: `primary.*`, `secondary.*`, `destructive.*`, `success.*`, `warning.*`, `info.*`, `ghost.*`, `surface.*`, `border.*`, `text.*`, `brand.*`, `terminal.*` (if applicable)
+- Record hex values exactly: e.g. `primary.DEFAULT = #2563eb`, `primary.hover = #1d4ed8`, `surface.page = #f8fafc`, `text.muted = #64748b`
+- Record widths (sidebar 240px), font families (JetBrains Mono for terminal)
+
+**Step 2 — Extract component class recipes** from `frontend/src/lib/ui/*.svelte`:
+- Read the full source of each component the prototype uses (Button, Card, Badge, PageHeader, Input, Select, Skeleton, EmptyState, Pagination, ConfirmDialog, Toast if used)
+- Copy the exact `class` strings from the Svelte template, e.g.:
+  - `Button` base: `inline-flex items-center justify-center font-medium transition-colors focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-offset-2 disabled:pointer-events-none disabled:opacity-50 rounded-md`
+  - `Button` primary: `bg-primary text-white hover:bg-primary-hover focus-visible:ring-primary-ring`
+  - `Button` sizes: `sm: h-8 px-3 text-xs`, `md: h-10 px-4 py-2 text-sm`, `lg: h-12 px-6 text-base`
+  - `Card`: `rounded-lg border border-border bg-surface-card text-text shadow-sm`, padding `p-6` (md)
+  - `Badge` variants: `bg-success-light text-success`, `bg-warning-light text-warning`, `bg-destructive-light text-destructive`, `bg-info-light text-info`, `bg-primary-light text-primary`, `bg-surface-muted text-text-muted`; shape `rounded-full text-xs font-medium`
+  - `PageHeader`: `flex items-center justify-between mb-8`, title `text-3xl font-bold tracking-tight text-text`
+  - `EmptyState`: read source, copy its structure and classes
+  - `Skeleton`: `animate-pulse` + muted surface classes
+- **If the app uses dark mode / terminal palette** (log viewer, task drawer): replicate `terminal.bg`/`terminal.surface`/`terminal.border` where the feature touches those surfaces
+
+**Step 3 — Build the prototype stylesheet as a Tailwind-utility shim**:
+- The prototype is a single self-contained HTML file (no build step). Inline the **Tailwind utility classes the app actually uses** as a minimal CSS shim: for every class string copied in Step 2, write the CSS rule that implements it (e.g. `.bg-primary { background-color: #2563eb; }`, `.hover\:bg-primary-hover:hover { background-color: #1d4ed8; }`).
+- **Color values MUST come only from `tailwind.config.js`.** No invented hex codes. If a color is needed that is not a token, use the nearest semantic token.
+- Keep the shim scoped and complete: every class used in the HTML body MUST have a definition in the `<style>` block.
+
+### Phase 1: Extract Representational States
+
+From the loaded UX contracts and reference docs, build the **representative state inventory**:
+
+For each screen identified in the feature:
+1. **Mandatory states** (from UX contracts or inferred):
+   - `idle` — before any user action
+   - `loading` — during async operation
+   - `loaded` — data visible, ready
+   - `empty` — no data (first use or filtered)
+   - `error` — failure state with recovery
+2. **Story-specific states** (from per-screen UX contracts):
+   - Every distinct `@UX_STATE` declared in contracts
+   - Every `@UX_FEEDBACK` mechanism (toast, inline error, modal)
+   - Every `@UX_RECOVERY` path (retry, cancel, navigate away)
+3. **Edge states** (from Phase 2 of `/speckit.ux`):
+   - Stale data with refresh indicator
+   - Partial data (some loaded, some failed)
+   - Background update notification
+   - Rate-limited with countdown
+   - Network offline with reconnection
+
+**State coverage requirement**: Every `@UX_STATE` declared in UX contracts MUST be represented. Every declared `@UX_RECOVERY` path MUST be reachable from its error state. Output a **state coverage table** in the manifest showing contract → prototype mapping.
+
+### Phase 2: Build Static Prototype
+
+Create `specs/<feature>/prototype/index.html`:
+
+**Mandatory structure**:
+```html
+<!DOCTYPE html>
+<html lang="en">
+<head>
+  <meta charset="UTF-8">
+  <meta name="viewport" content="width=device-width, initial-scale=1.0">
+  <title>[Feature] — Interactive Prototype</title>
+  <style>
+    /* Embedded styles — no external deps */
+    /* Use Tailwind-like utility classes matching design tokens */
+    /* Responsive: mobile-first with breakpoints at 640px, 768px, 1024px */
+  </style>
+</head>
+<body>
+  <!-- State Switcher (top bar, always visible) -->
+  <nav class="prototype-state-switcher">...</nav>
+  
+  <!-- Screen content — one <section> per screen -->
+  <main>
+    <section id="screen-1" class="prototype-screen">...</section>
+  </main>
+  
+  <script>
+    // Inline JavaScript for state switching
+    // No frameworks, no build step, no external deps
+    // All states toggleable via the state switcher
+  </script>
+</body>
+</html>
+```
+
+**Rules**:
+- **Single file**: `index.html` is self-contained. All CSS and JS are inline. No external dependencies by default.
+- **USE THE REAL CLASS RECIPES — verbatim**: Every interactive element, container, and label in the prototype MUST carry the **exact same Tailwind class strings** as the production component it represents (from Phase 0.5 Step 2). Do NOT simplify, rename, or "clean up" production classes. Examples:
+  - Buttons: `class="inline-flex items-center justify-center font-medium transition-colors focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-offset-2 disabled:pointer-events-none disabled:opacity-50 rounded-md bg-primary text-white hover:bg-primary-hover focus-visible:ring-primary-ring h-10 px-4 py-2 text-sm"`
+  - Cards: `class="rounded-lg border border-border bg-surface-card text-text shadow-sm p-6"`
+  - Badges: `class="inline-flex items-center gap-1.5"` wrapper + `class="rounded-full px-2.5 py-1 text-xs font-medium bg-success-light text-success"`
+  - PageHeader: `class="flex items-center justify-between mb-8"` + `class="text-3xl font-bold tracking-tight text-text"`
+- **Tokens from `tailwind.config.js` only**: The CSS shim's color/radius/shadow/spacing values MUST be the exact hex/px from `frontend/tailwind.config.js`. Zero invented values. If you cannot find a token for a needed style, use the nearest semantic token or note it in the manifest as a design gap.
+- **Match component behavior**: Disabled buttons get `disabled:opacity-50` + `disabled:pointer-events-none`; loading buttons show the spinner SVG with `animate-spin`; skeletons use `animate-pulse`; badges use the semantic variant pair (`bg-*-light text-*`).
+- **No production source mutation**: The prototype lives in `specs/<feature>/prototype/`. It NEVER writes to `frontend/src/`.
+- **Accessibility**: All interactive elements MUST have: appropriate ARIA roles, `aria-live` regions for dynamic content, keyboard navigation (Tab/Enter/Space), focus management (match `focus-visible:ring-2` classes), minimum 44×44px touch targets on mobile, and `alt` text for images/icons.
+- **Responsive**: Match the app's actual breakpoints (mobile-first; Tailwind sm 640px / md 768px / lg 1024px). Test on both viewports via the state switcher's viewport toggle.
+- **State switcher**: A fixed toolbar at the top of the prototype that allows:
+  - Switching between screens (if multiple)
+  - Toggling between states for each screen
+  - Toggling viewport size (desktop 1280px / mobile 375px)
+  - Shows CURRENT state name, can trigger transitions (loading → loaded, loaded → error, etc.)
+  - **The switcher itself is a prototype chrome, not app UI** — it may use plain styling, but every element INSIDE the screen sections must use production classes
+- **Realistic mock data**: Use data shapes from `api-ux.md` to populate loaded states with plausible content. Empty states show realistic empty-state components. Error states show realistic error messages.
+
+### Phase 3: Generate Prototype Manifest
+
+Create `specs/<feature>/prototype/manifest.md`:
+
+```markdown
+#region Std.Opencode.PrototypeManifest [C:3] [TYPE ADR] [SEMANTICS prototype,manifest,[DOMAIN]]
+@defgroup Prototype Interactive HTML prototype manifest for [FEATURE].
+
+## Prototype Metadata
+- **Feature**: [feature name]
+- **Source contracts**: contracts/ux/
+- **Screens represented**: N
+- **Total states**: N
+- **Accessibility validations**: keyboard nav, ARIA roles, touch targets, focus management
+- **Responsive breakpoints**: 375px (mobile), 1280px (desktop)
+
+## State Coverage
+| Screen | @UX_STATE Contract | Prototype State | Reachable? | Recovery Path |
+|--------|-------------------|-----------------|------------|---------------|
+| Dashboard | idle | idle (default) | ✅ | — |
+| Dashboard | loading | loading (3s auto) | ✅ | — |
+| Dashboard | loaded | loaded (with mock data) | ✅ | — |
+| Dashboard | empty | empty (no data mock) | ✅ | — |
+| Dashboard | error | error (network fail) | ✅ | retry button → loading |
+| Dashboard | stale | stale (cached + indicator) | ✅ | refresh button |
+
+## Screen ↔ Story Traceability
+| Prototype Screen | User Story | UX Contract | Acceptance Criteria Verified |
+|-----------------|------------|-------------|------------------------------|
+| /dashboard | US1: View Dashboards | DashboardUx | AC1: list loads, AC2: empty state |
+| /migration | US2: Migrate Items | MigrationUx | AC1: step wizard, AC2: error recovery |
+
+## Validation Results
+- [ ] All @UX_STATE contracts reachable via state switcher
+- [ ] All @UX_RECOVERY paths traversable
+- [ ] Keyboard navigation: Tab order verified
+- [ ] Touch targets: ≥44×44px on mobile viewport
+- [ ] ARIA: live regions for loading/error states
+- [ ] No broken links or dead-end states
+- [ ] Responsive layout: mobile viewport does not overflow
+
+## Design System Reuse
+| Element | Source | Prototype Mapping |
+|---------|--------|-------------------|
+| Button | $lib/ui/Button.svelte | Same class string: `bg-primary text-white hover:bg-primary-hover ... h-10 px-4 py-2 text-sm` |
+| Card | $lib/ui/Card.svelte | Same class string: `rounded-lg border border-border bg-surface-card text-text shadow-sm p-6` |
+| Badge | $lib/ui/Badge.svelte | Same class string: `rounded-full px-2.5 py-1 text-xs font-medium bg-{variant}-light text-{variant}` |
+| Skeleton | $lib/ui/Skeleton.svelte | `animate-pulse` + muted surface |
+| EmptyState | $lib/ui/EmptyState.svelte | Copy structure + classes from source |
+| PageHeader | $lib/ui/PageHeader.svelte | Same class string: `flex items-center justify-between mb-8` + `text-3xl font-bold tracking-tight text-text` |
+| Input | $lib/ui/Input.svelte | Copy classes from source |
+| Select | $lib/ui/Select.svelte | Copy classes from source |
+
+## Design Token Audit (MANDATORY)
+
+Every color/radius/shadow/spacing value used in the prototype MUST trace to `frontend/tailwind.config.js`. Complete this table during build:
+
+| Token (tailwind.config.js) | Hex / Value | Used in prototype (elements) |
+|----------------------------|-------------|------------------------------|
+| `primary.DEFAULT` | `#2563eb` | primary buttons, active states |
+| `primary.hover` | `#1d4ed8` | primary button hover |
+| `primary.light` | `#eff6ff` | `bg-primary-light` badge variant |
+| `destructive.DEFAULT` | `#dc2626` | destructive buttons, error accents |
+| `destructive.light` | `#fef2f2` | `bg-destructive-light` badge variant |
+| `success.DEFAULT` / `success.light` | `#22c55e` / `#f0fdf4` | success badges |
+| `warning.DEFAULT` / `warning.light` | `#f59e0b` / `#fffbeb` | warning badges |
+| `info.DEFAULT` / `info.light` | `#0ea5e9` / `#f0f9ff` | info badges |
+| `surface.page` | `#f8fafc` | page background |
+| `surface.card` | `#ffffff` | card background |
+| `border.DEFAULT` | `#e2e8f0` | borders |
+| `text.DEFAULT` / `text.muted` | `#0f172a` / `#64748b` | body / secondary text |
+| `brand.gradient-*` | `#0ea5e9 → #06b6d4 → #4f46e5` | brand elements (if applicable) |
+| `terminal.*` | dark palette | only if feature touches log/task surfaces |
+
+**Audit gate**: scan the final `index.html` for any hex color (`#[0-9a-fA-F]{3,6}`) or hardcoded px radius that does NOT appear in the token table above. Every such value is a FAIL — replace with the nearest semantic token or document in the manifest as an intentional design gap with the production source that defines it.
+
+#endregion Std.Opencode.PrototypeManifest
+```
+
+### Phase 4: Browser Validation
+
+Open `specs/<feature>/prototype/index.html` in the browser and validate:
+
+1. **State coverage**: Cycle through every state via the state switcher. Confirm each declared `@UX_STATE` is visually represented.
+2. **Recovery paths**: From each error state, verify the recovery action leads to the correct next state (retry → loading, dismiss → idle, etc.).
+3. **Keyboard navigation**: Tab through all interactive elements. Confirm focus rings are visible (match `focus-visible:ring-2` classes). Confirm Enter/Space activate buttons and links.
+4. **Responsive**: Toggle viewport size. Confirm layout adapts without overflow or broken alignment.
+5. **Accessibility snapshot**: Use browser DevTools accessibility tree to confirm ARIA roles and labels are correct.
+6. **Design fidelity (MANDATORY)**: Visually compare the prototype against the real app's equivalent components (open `frontend/` dev server or reference screenshots). Confirm:
+   - Colors match the semantic palette (buttons, badges, alerts use identical hues)
+   - Typography scale matches (PageHeader `text-3xl font-bold`, buttons `text-sm`, badges `text-xs`)
+   - Spacing/padding matches (Card `p-6`, Button `px-4 py-2`, gaps `gap-1.5`/`gap-4`)
+   - Radius matches (`rounded-md` buttons, `rounded-lg` cards, `rounded-full` badges)
+   - Shadows match (`shadow-sm` cards)
+   - Any mismatch is recorded in the manifest as a design gap with a fix note
+
+Record results in `manifest.md` under "Validation Results" and "Design Token Audit".
+
+### Phase 5: Report
+
+Report:
+- Prototype path: `specs/<feature>/prototype/index.html`
+- Manifest path: `specs/<feature>/prototype/manifest.md`
+- Screens represented: N
+- Total states: N
+- State coverage: N/N contracts reachable (100% required)
+- Recovery paths: N/N traversable
+- Accessibility: keyboard nav ✅/❌, ARIA ✅/❌, touch targets ✅/❌
+- **Design fidelity**: ✅ all colors/radius/shadows from `tailwind.config.js`; N production components replicated with verbatim class strings; N design gaps documented
+- **Token audit**: N/N hex values traced to `tailwind.config.js` (100% required)
+- Recommended next command: `/speckit.openapi` (if API surface) or `/speckit.plan`

.kilo/command/speckit.resume.md

@@ -0,0 +1,206 @@
+---
+description: Reconstruct active feature and phase state after interruption. Read-only except for an optional specs/<feature>/resume.md bounded snapshot. Never mark tasks complete or rerun create-new-feature.
+---
+
+## User Input
+
+```text
+$ARGUMENTS
+```
+
+You **MUST** consider the user input before proceeding (if not empty).
+
+## Principle
+
+You are recovering state after an interruption — agent crash, context loss, session timeout, or user returning after a break. You do NOT modify user changes, mark tasks complete, or create new feature branches. Your job is to inspect what exists and report exactly where the workflow stands.
+
+## Outline
+
+### Phase 0: Read-Only Pre-Flight
+
+1. **Run prerequisites**: Run `.specify/scripts/bash/check-prerequisites.sh --json --paths-only` from repo root. Parse `FEATURE_DIR`, `FEATURE_SPEC`, `IMPL_PLAN`, `TASKS`.
+2. **Check git status** (do NOT modify working tree):
+   ```bash
+   git status --short
+   git branch --show-current
+   git log --oneline -5
+   ```
+   Report: current branch, uncommitted changes count, recent commits. If on a feature branch (`NNN-short-name`) that matches the detected `FEATURE_DIR`, confirm alignment. If branch and `FEATURE_DIR` mismatch, report the inconsistency (do NOT switch branches).
+
+### Phase 1: Phase Detection — Which Workflow Phase Are We In?
+
+Inspect artifacts to determine the current phase. Use this decision tree:
+
+| Artifact Present? | Phase |
+|-------------------|-------|
+| No `FEATURE_DIR/spec.md` | **Pre-Spec** — run `/speckit.specify` |
+| `spec.md` exist, no `plan.md` | **Specification** — after `/speckit.specify`, before `/speckit.plan`. Check for `/speckit.clarify` state. |
+| `spec.md` + `plan.md`, no `tasks.md` | **Planning** — after `/speckit.plan`, before `/speckit.tasks` |
+| `spec.md` + `plan.md` + `tasks.md`, no `validation.md` | **Task Decomposition** — after `/speckit.tasks`, before `/speckit.validate` or `/speckit.implement` |
+| `validation.md` exists with PASS | **Ready to Implement** — run `/speckit.implement` |
+| `validation.md` exists with BLOCKED | **Blocked** — resolve findings, re-run `/speckit.validate` |
+| Tasks partially checked `[x]` | **Mid-Implementation** — some tasks done, some remaining |
+
+### Phase 2: Artifact Inventory
+
+Inspect all artifacts in `FEATURE_DIR/` and list their state:
+
+| Artifact | Path | Exists? | Size | Last Content Change |
+|----------|------|:-------:|------|---------------------|
+| spec.md | `FEATURE_DIR/spec.md` | ✅/❌ | N lines | [date] |
+| ux_reference.md | `FEATURE_DIR/ux_reference.md` | ✅/❌ | N lines | [date] |
+| plan.md | `FEATURE_DIR/plan.md` | ✅/❌ | N lines | [date] |
+| research.md | `FEATURE_DIR/research.md` | ✅/❌ | N lines | [date] |
+| data-model.md | `FEATURE_DIR/data-model.md` | ✅/❌ | N lines | [date] |
+| traceability.md | `FEATURE_DIR/traceability.md` | ✅/❌ | N lines | [date] |
+| quickstart.md | `FEATURE_DIR/quickstart.md` | ✅/❌ | N lines | [date] |
+| tasks.md | `FEATURE_DIR/tasks.md` | ✅/❌ | N lines | [date] |
+| contracts/modules.md | `FEATURE_DIR/contracts/modules.md` | ✅/❌ | N lines | [date] |
+| contracts/ux/ | `FEATURE_DIR/contracts/ux/` | ✅/❌ | N files | [date] |
+| prototype/index.html | `FEATURE_DIR/prototype/index.html` | ✅/❌ | N bytes | [date] |
+| contracts/openapi.yaml | `FEATURE_DIR/contracts/openapi.yaml` | ✅/❌ | N lines | [date] |
+| validation.md | `FEATURE_DIR/validation.md` | ✅/❌ | PASS/BLOCKED | [date] |
+| fixtures/manifest.md | `FEATURE_DIR/fixtures/manifest.md` | ✅/❌ | N lines | [date] |
+| checklists/ | `FEATURE_DIR/checklists/` | ✅/❌ | N files | [date] |
+
+For each artifact that exists, note whether it appears complete or truncated (does the last line look like a proper end-of-file or does it cut off mid-sentence?).
+
+### Phase 3: Task Progress Inspection
+
+If `tasks.md` exists:
+
+1. **Parse task checkboxes**:
+   ```bash
+   grep -c '\[x\]' FEATURE_DIR/tasks.md  # completed
+   grep -c '\[ \]' FEATURE_DIR/tasks.md  # remaining
+   grep -c '\[.\]' FEATURE_DIR/tasks.md  # total
+   ```
+
+2. **Phase-by-phase breakdown**:
+   | Phase | Total | Done | Remaining | Status |
+   |-------|:-----:|:----:|:---------:|--------|
+   | Phase 1: Setup | N | N | N | ✅/🔄/⏳ |
+   | Phase 2: Foundational | N | N | N | ✅/🔄/⏳ |
+   | Phase 3: US1 | N | N | N | ✅/🔄/⏳ |
+   | ... | | | | |
+
+3. **Inconsistent partial phase detection**: If a phase has some `[x]` and some `[ ]` tasks, that phase is **in progress**. Report which phase is partially complete and which specific tasks remain.
+
+4. **Implementation evidence**: For each completed `[x]` task, check if the referenced file path exists:
+   ```bash
+   # For each [x] task that mentions a file path:
+   ls -la <file_path> 2>/dev/null || echo "MISSING"
+   ```
+   If a task is marked complete but the referenced file does not exist → **INCONSISTENCY**: flag as potential false completion.
+
+### Phase 4: Axiom Health Check
+
+1. `axiom_search({operation="status"})` — index status
+2. `axiom_search({operation="workspace_health"})` — orphans, unresolved relations
+
+Report: index freshness, orphan count, any unresolved relations that match this feature's scope.
+
+### Phase 5: Test Evidence
+
+If `FEATURE_DIR/quickstart.md` exists, run the applicable verification commands and report results:
+
+```bash
+# If backend work was in progress:
+cd backend && source .venv/bin/activate && python -m pytest -v --co 2>/dev/null | tail -5
+# If frontend work was in progress:
+cd frontend && npm run test 2>/dev/null | tail -10
+```
+
+Report: test pass/fail counts, any regressions.
+
+### Phase 6: Produce Resume Snapshot (Optional Write)
+
+If the user wants a bounded snapshot (they say "save state" or explicitly request), write `specs/<feature>/resume.md`:
+
+```markdown
+#region Std.Opencode.ResumeSnapshot [C:2] [TYPE ADR] [SEMANTICS resume,snapshot,[DOMAIN]]
+@BRIEF Workflow resume snapshot — current phase, completed items, remaining items, blockers.
+
+**Feature**: [feature name]
+**Branch**: [branch]
+**Snapshot Date**: [DATE/TIME]
+
+## Current Phase: [Phase Name]
+
+## Completed
+- Phase 1: Setup ✅ (N/N tasks)
+- Phase 2: Foundational ✅ (N/N tasks)
+- specs/xxx/contracts/modules.md ✅
+
+## Remaining
+- [ ] T017: Implement Core.Auth.Login (next task)
+- [ ] Phase 3: US1 — N remaining tasks
+- [ ] Phase 4: US2 — not started
+- [ ] Phase N: Polish — not started
+
+## Blockers
+- [none / describe]
+
+## Next Command
+`/speckit.implement` — continue from Phase 3, task T017
+
+## Verification Snapshot
+- Backend tests: N passed, N failed
+- Frontend tests: N passed, N failed
+- Lint: clean / N warnings
+- Axiom index: FRESH / STALE
+
+#endregion Std.Opencode.ResumeSnapshot
+```
+
+**This is the ONLY write this command may perform.** All other operations are read-only.
+
+### Phase 7: Report
+
+Output a concise resume report:
+
+```
+━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
+🔍 speckit.resume — Feature State Recovery
+━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
+Feature: [feature name]
+Branch: [branch]
+Artifacts: N present, N missing
+
+📊 Current Phase: [Phase Name]
+
+✅ Completed:
+   - Phase 1 Setup: N/N tasks
+   - Phase 2 Foundational: N/N tasks
+   - Contracts: modules.md, data-model.md
+
+🔄 In Progress:
+   - Phase 3 US1: N/N tasks done (task T017 next)
+
+⏳ Not Started:
+   - Phase 4 US2: N tasks
+   - Phase 5 Polish: N tasks
+
+⚠️ Blockers: [none / list]
+
+📋 Exact Next Command:
+   /speckit.implement — continue from Phase 3, task T017
+   OR (if pre-implementation)
+   /speckit.validate — run pre-implementation validation gate
+   OR (if blocked)
+   Resolve [blocker], then re-run /speckit.validate
+
+📁 Uncommitted Changes: N files
+💾 Axiom Index: FRESH / STALE
+━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
+```
+
+## Behavior Rules
+
+- **NEVER** mark tasks complete — this is read-only inspection.
+- **NEVER** run `create-new-feature.sh` — the feature branch already exists.
+- **NEVER** switch branches or modify `git` state.
+- **NEVER** modify user changes — `git status` reports uncommitted work, preserve it.
+- If no feature is detected (no spec.md, no feature branch), report: "No active feature detected. Run `/speckit.specify` to start a new feature."
+- If the branch name does not match the `FEATURE_DIR` name, report the mismatch but do NOT resolve it automatically.
+- If `tasks.md` is corrupt or unparsable, report the corruption and suggest re-running `/speckit.tasks`.

.kilo/command/speckit.specify.md

@@ -1,13 +1,14 @@
 ---
 description: Create or update the feature specification from a natural-language feature description for the superset-tools project (Python backend + Svelte frontend).
 handoffs:
-  - label: Build Technical Plan
-    agent: speckit.plan
-    prompt: Create a Python/Svelte implementation plan for the active feature
   - label: Clarify Spec Requirements
     agent: speckit.clarify
     prompt: Clarify specification requirements
     send: true
+  - label: Design UX (if UI)
+    agent: speckit.ux
+    prompt: Design the user experience for the active feature
+    send: true
 ---
 
 ## User Input
@@ -78,4 +79,7 @@ Report:
 - `spec.md` path
 - `ux_reference.md` path
 - checklist path and status
-- readiness for `/speckit.clarify` or `/speckit.plan`
+- feature type: backend-only / frontend-only / fullstack
+- readiness for `/speckit.clarify` (always applicable)
+- if UI surface: readiness for `/speckit.ux` after clarify
+- if no UI surface: readiness for `/speckit.plan` after clarify

.kilo/command/speckit.tasks.md

@@ -5,9 +5,9 @@ handoffs:
     agent: speckit.analyze
     prompt: Run a cross-artifact consistency analysis for the feature
     send: true
-  - label: Implement Project
-    agent: speckit.implement
-    prompt: Start implementation in phases for the feature
+  - label: Validate Before Implementation
+    agent: speckit.validate
+    prompt: Run the pre-implementation validation gate after consistency analysis
     send: true
 ---
 
@@ -98,12 +98,13 @@ Each story phase must end with:
 - a verification task against `ux_reference.md` interpreted as the operator/caller interaction contract
 - a semantic audit / verification task tied to repository validators and touched contracts
 
-Typical verification tasks may include:
-- `cd backend && source .venv/bin/activate && python -m pytest backend/tests/test_*.py -v`
-- `cd backend && python -m ruff check .`
-- `cd frontend && npm run lint`
-- `cd frontend && npm run test`
-- `cd frontend && npm run build`
+Typical verification tasks may include (all timeout-protected via root Makefile):
+- `make test-unit` — backend unit tests (SQLite, no Docker, <120s)
+- `make test-frontend` — frontend vitest tests
+- `make test-related F=path/to/changed_file.py` — smart selection via @RELATION BINDS_TO
+- `make lint` — ruff + eslint
+- `make coverage` — backend + frontend coverage reports
+- `cd frontend && npm run build` — production build check
 
 Only include the commands that are truly required by the feature scope.
 

.kilo/command/speckit.test.md

@@ -21,9 +21,15 @@ Run the full verification loop for the touched superset-tools scope:
 1. **Mocking discipline audit** — scan every test file in scope, classify every mock/spy/stub/patch, flag violations
 2. **Auto-fix violations** — correct SUT mocks and Logic Mirrors (no flag needed; fix by default)
 3. **Semantic audit** — contract density, belief runtime, rejected-path regression
-4. **Executable tests** — run pytest + vitest + lint
+4. **Executable tests** — run pytest + vitest + lint via `make test` (tiered, timeout-protected)
 5. **Documentation** — mock audit report + coverage summary + ADR guardrail status
 
+**When to use `/speckit.test` vs `/test.*`:** Use this command for COMPREHENSIVE audit (mocking + semantic + execution) on a feature batch. For quick verify loops during development (just run tests, no audit), use the lightweight alternatives:
+- `/test.unit` — fast unit tests (backend + frontend, <30s)
+- `/test.related` — only tests linked to a changed file via `@RELATION BINDS_TO`
+- `/test.coverage` — coverage reports only
+- `/test.all` — full suite + coverage
+
 ## Operating Constraints
 
 ### Golden Rules (from `semantics-testing` skill)
@@ -221,20 +227,35 @@ For UI features, use browser validation via `chrome-devtools` MCP.
 
 ### 8. Execute Verifiers
 
-Run the full verification stack for the touched scope:
+Run the full verification stack for the touched scope. The project Makefile provides tiered targets with built-in timeout protection:
 
 ```bash
-# Backend
-cd backend && source .venv/bin/activate && python -m pytest -v
-python -m ruff check backend/src/ backend/tests/
+# Tier 1: Fast unit tests (no Docker, <120s timeout)
+make test-unit          # backend SQLite tests
+make test-frontend      # frontend vitest tests
 
-# Frontend
-cd frontend && npm run test
-npm run lint
-npm run build
+# Tier 1 alt: Smart test selection (only tests related to changed files)
+make test-related F=backend/src/path/to/changed_file.py
+
+# Linting (ruff + eslint)
+make lint
+
+# Coverage (optional — run after tests pass)
+make coverage
+
+# Tier 2: Integration tests (requires Docker, <600s timeout)
+# Only when the scope includes integration boundaries
+make test-integration
+
+# Full suite (unit + integration + coverage)
+make test-all
 ```
 
-Use narrower test runs when sufficient, then widen verification when finalizing.
+**Timeout safety**: All `make test-*` targets are wrapped with `timeout N` shell guards. Unit tests have 120s; integration tests have 600s. The agent NEVER hangs on a hung test.
+
+**Narrow-first principle**: Start with `make test-unit` for backend changes, `make test-frontend` for frontend changes. Use `make test-related F=<file>` to run only semantically-linked tests. Widen to `make test` (both layers) when finalizing.
+
+**When to run integration tests**: Only when the scope includes files under `backend/tests/integration/` or when the change touches Docker/testcontainers fixtures. Otherwise, skip.
 
 ### 9. Test Documentation
 
@@ -326,9 +347,9 @@ Produce a single Markdown test report containing all of the following sections:
 ```
 
 ### 2. Coverage Summary
-- Commands executed
+- Commands executed: `make coverage` (backend pytest-cov + frontend vitest v8)
 - Pass/fail counts per layer
-- Coverage percentage (if available)
+- Coverage percentage: backend statement/line %, frontend statement/line/function/branch % with threshold comparison
 
 ### 3. Semantic Audit Verdict
 - Contract density check results

.kilo/command/speckit.ux.md

@@ -1,13 +1,18 @@
 ---
-description: Interactive UX design session — asks questions, presents alternatives, exhaustively designs every screen state, then generates Screen Model code and UX contracts.
+description: Interactive UX design session — asks questions, presents alternatives, exhaustively designs every screen state (systematic edge/failure matrix), then generates Screen Model code and UX contracts.
 handoffs:
+  - label: Generate HTML Prototype
+    agent: speckit.prototype
+    prompt: Build an interactive HTML prototype from the UX contracts and state matrix
+    send: true
+  - label: Generate OpenAPI Spec
+    agent: speckit.openapi
+    prompt: Derive OpenAPI 3.1 from the UX contracts and API shapes
+    send: true
   - label: Build Technical Plan
     agent: speckit.plan
     prompt: Create a Python/Svelte implementation plan using the UX contracts
     send: true
-  - label: Create Tasks
-    agent: speckit.tasks
-    prompt: Break the plan into executable tasks referencing UX contracts
 ---
 
 ## User Input
@@ -66,9 +71,55 @@ D) Real-time stream: WebSocket updates, auto-scroll
 
 Present 2-3 concrete alternatives with tradeoffs. Wait for user response before continuing to the next question.
 
-### Phase 2: State Exhaustion — EVERY screen state
+### Phase 2: State Exhaustion — Systematic Edge & Failure Matrix
 
-For each screen, work through ALL states exhaustively. This is where most UX bugs hide — the states between "loading" and "loaded".
+For each screen, work through ALL states exhaustively. This is where most UX bugs hide — the states between "loading" and "loaded". Use the **systematic edge/failure state matrix** below to ensure NO state class is missed.
+
+#### Edge & Failure State Matrix (Systematic)
+
+Every screen MUST evaluate each of these state classes. Mark each as **Applicable (with concrete UX)** or **Not Applicable (with rationale)**. Never blanket-reject a state class without evidence.
+
+| # | State Class | Probability | Trigger | Visual/Feedback | Recovery | Test Ownership |
+|---|-------------|:-----------:|---------|-----------------|----------|:---:|
+| **NET_01** | Network offline | Medium | `navigator.onLine == false` | Offline banner at top, disabled actions | Auto-retry on reconnect (`online` event); manual "Retry" button | L2 |
+| **NET_02** | Timeout (>30s no response) | Medium | AbortController timeout | Toast: "Request timed out" + progress bar retry countdown | Retry with exponential backoff (3 attempts); "Cancel" button | L1+L2 |
+| **NET_03** | Retry exhaustion | Low | 3 failed retries | Persistent error banner: "Could not reach server. Check your connection." + manual retry button | Manual retry; "Contact support" link if persists 5min | L1+L2 |
+| **VAL_01** | Field validation error | High | On blur / on submit | Inline red border + error message below field | Re-type and re-submit; clear error on field focus | L1+L2 |
+| **VAL_02** | Form-level validation (cross-field) | Medium | On submit | Toast or summary banner listing all errors + scroll to first error | Fix all fields and re-submit | L1+L2 |
+| **AUTH_01** | 401 Unauthorized | Medium | Expired/no token | Redirect to login; preserve intended destination | Login → redirect back to original page | L1 |
+| **AUTH_02** | 403 Forbidden | Medium | Wrong role | Full-page 403 with explanation: "You don't have permission. Contact admin@example.com." | Navigate to dashboard; request access flow if applicable | L1+L2 |
+| **NF_01** | 404 Not Found | Medium | Deleted/moved resource | Full-page 404: "Resource not found. It may have been deleted." + link to list | Navigate to parent list | L1+L2 |
+| **CONF_01** | 409 Conflict (concurrent edit) | Low | If-Match / version check fails | Modal: "This item was modified by [user] at [time]. Reload and try again?" | "Reload" button → re-fetch; "Discard my changes" → navigate away | L1+L2 |
+| **CONF_02** | 409 Duplicate (idempotency) | Low | POST with duplicate idempotency key | Return the existing resource (200 OK) — NOT an error | Transparent to user; log event | L1 |
+| **422** | 422 Unprocessable (server validation) | Medium | Business rule violation | Toast with server error detail: "[detail]" | Correct input and re-submit | L1+L2 |
+| **429** | 429 Rate Limited + Retry-After | Low | Too many requests | Toast: "Too many requests. Please wait [N]s." + countdown timer on action button | Wait for Retry-After; disable action during countdown | L1+L2 |
+| **5XX** | 500/502/503 Server Error | Low | Backend failure | Full-page or section error: "Something went wrong. Our team has been notified." + "Try again" button | Retry button; auto-refresh suggestion after 30s | L1+L2 |
+| **STALE** | Stale data (background update) | Medium | WebSocket / polling detects newer version | Subtle banner: "Data updated. Refresh to see changes." with refresh button | User clicks "Refresh" → re-fetch | L2 |
+| **PARTIAL** | Partial data load | Low | Some rows failed, some loaded | Section loads; failed rows show "⚠ Failed to load" placeholder | Per-row retry button; "Reload all" button | L1+L2 |
+| **DUP_01** | Duplicate submit prevention | Medium | Rapid double-click | Button disabled + spinner immediately on first click; subsequent clicks ignored | Normal completion; no special recovery needed | L2 |
+| **DUP_02** | Navigation interruption (unsaved changes) | Medium | Route change with dirty form | Browser `beforeunload` event + custom confirm: "You have unsaved changes. Discard?" | "Stay" → remain on page; "Discard" → navigate away | L2 |
+| **LARGE** | Large dataset (>1000 items) | Low | Response > render capacity | Virtual scrolling; "Showing 100 of 1523. Refine your search." | Pagination; search/filter refinement; no "load all" button | L2 |
+| **EMPTY** | Empty result (no data) | High | No items match criteria | Empty state component with illustration + guidance | CTA to create first item or clear filters | L1+L2 |
+| **MALFORMED** | Malformed response body | Very Low | Backend bug / middleware error | Toast: "Unexpected response. Please try again or contact support." + error ID for debugging | Retry; note error ID for support | L1 |
+| **A11Y** | Screen reader state announcements | N/A (always) | State change (loading, error, loaded) | `aria-live="polite"` region announces: "Loading results", "[N] results loaded", "Error: [message]" | Built into state transitions — not user-initiated | L2 |
+| **RESP** | Responsive breakpoint collapse | N/A (always) | Viewport < 768px | Columns stack; sidebar collapses to hamburger; touch targets ≥44×44px | Built into responsive layout — not user-initiated | L2 |
+
+#### State Evaluation Rules
+
+1. **No blanket "Not Applicable"**: For each state class, either define the concrete UX or state explicitly WHY this feature cannot hit this state (e.g., "No network for offline CLI tool", "Read-only view — no submit", "Single-user system — no concurrent edits").
+2. **Probability must be grounded**: Use High (>10% of sessions), Medium (1-10%), Low (<1%), Very Low (<0.1%). Do not mark everything "Low" to skip design. The probability drives test priority, not whether to design.
+3. **Test ownership**: L1 = Screen Model unit test (no render, fast). L2 = component/browser UX test (with render). If both are marked, write L1 first.
+4. **Recovery must be testable**: Every recovery action must produce a verifiable state transition (e.g., "Retry → loading → loaded OR error").
+
+#### Interaction with Prototype and OpenAPI
+
+- The state matrix feeds directly into `speckit.prototype` — every state class marked "Applicable" MUST be represented in the prototype's state switcher.
+- The state matrix feeds into `speckit.openapi` — error response classes (401, 403, 404, 409, 422, 429, 5xx) drive the OpenAPI `components/responses/` section.
+- The state matrix feeds into `speckit.plan` — test ownership (L1/L2) drives task decomposition in `speckit.tasks`.
+
+#### Per-Screen State Exhaustion
+
+For each screen, work through ALL states from the matrix. Present:
 
 ```
 ## States for: [Screen]
@@ -85,20 +136,37 @@ For each state, define: Visual → ARIA → User can...
 - **empty (filtered)** → "No results match" + clear filters?
 - **empty (no permissions)** → 403 with explanation?
 
-**Error states:**
-- **error (network)** → toast + retry? full error page? degraded mode?
-- **error (validation)** → inline field errors? modal? which fields?
-- **error (timeout)** → retry with countdown? cancel?
-- **error (server 500)** → generic message? retry? contact support?
+**Error states (from matrix):**
+- **NET_01 (offline)** → offline banner; disabled actions; auto-retry on reconnect
+- **NET_02 (timeout)** → toast + retry countdown
+- **NET_03 (retry exhausted)** → persistent banner + manual retry
+- **AUTH_01 (401)** → redirect to login, preserve intent
+- **AUTH_02 (403)** → full-page explanation
+- **NF_01 (404)** → "not found" + link to list
+- **CONF_01 (409 concurrent)** → modal with reload option
+- **CONF_02 (409 duplicate)** → transparent return existing
+- **422 (validation)** → toast with server detail
+- **429 (rate limited)** → countdown timer
+- **5XX (server error)** → error section + retry
 
-**Edge states:**
-- **stale data** → show cached with "refresh" indicator?
-- **partial data** → some rows loaded, some failed?
-- **background update** → data changed by another user? WebSocket notification?
-- **rate limited** → "Too many requests" + countdown?
+**Edge states (from matrix):**
+- **STALE** → refresh banner
+- **PARTIAL** → per-row retry
+- **DUP_01 (double submit)** → button disabled immediately
+- **DUP_02 (navigation interruption)** → confirm dialog
+- **LARGE** → virtual scroll + refinement prompt
+- **MALFORMED** → error ID + retry
 ```
 
-For EACH state, ask: "Is this state possible? If yes, what does the user see?"
+Mark each state as: ✅ Applicable (define UX) or ⛔ Not Applicable (give reason).
+
+For EACH applicable state, ask: "What does the user see? How do they recover?"
+
+**Coverage Gate**: Before leaving Phase 2, verify:
+- [ ] Every state class in the matrix is either ✅ Applicable or ⛔ Not Applicable with rationale
+- [ ] Every ✅ state has Visual + ARIA + User Can + Recovery defined
+- [ ] No state class was skipped without explicit rationale
+- [ ] Test ownership is assigned (L1 / L2)
 
 ### Phase 3: Interaction Design — choices with tradeoffs
 
@@ -200,7 +268,7 @@ After all questions are answered, create TWO artifacts:
 **`contracts/ux/alternatives.md`** — all options considered, BEFORE final choice:
 
 ```markdown
-#region Std.Kilo.UxAlternatives [C:3] [TYPE ADR] [SEMANTICS ux,alternatives,[DOMAIN]]
+#region Std.Opencode.UxAlternatives [C:3] [TYPE ADR] [SEMANTICS ux,alternatives,[DOMAIN]]
 @defgroup Ux Design alternatives explored for [FEATURE].
 
 ## Screen: [Name]
@@ -225,13 +293,13 @@ After all questions are answered, create TWO artifacts:
 - ❌ Rejected: Confirm dialog — extra click on every action, annoying at scale
 - ❌ Rejected: No confirmation — dangerous for delete/migrate
 
-#endregion Std.Kilo.UxAlternatives
+#endregion Std.Opencode.UxAlternatives
 ```
 
 **`contracts/ux/decisions.md`** — only the final choices:
 
 ```markdown
-#region Std.Kilo.UxDecisions [C:3] [TYPE ADR] [SEMANTICS ux,decisions,[DOMAIN]]
+#region Std.Opencode.UxDecisions [C:3] [TYPE ADR] [SEMANTICS ux,decisions,[DOMAIN]]
 @defgroup Ux Final UX design decisions for [FEATURE].
 
 ## Screen: [Name]
@@ -240,17 +308,23 @@ After all questions are answered, create TWO artifacts:
 - Data: Paginated (20/page) + search
 - Feedback: Undo toast (5s) for destructive actions
 
-#endregion Std.Kilo.UxDecisions
+#endregion Std.Opencode.UxDecisions
 ```
 
 **Rule:** `alternatives.md` shows the DESIGN SPACE — agent can see WHY each path was rejected. `decisions.md` is the compact reference for `/speckit.plan`.
 
 ### Phase 7: Generate Artifacts
 
-ONLY after all design decisions are made.
+ONLY after all design decisions are made. The edge/failure state matrix from Phase 2 is complete — every state class has been evaluated.
 
 **ALL artifacts go into `FEATURE_DIR/contracts/ux/`** — NEVER into `frontend/src/lib/`. The UX phase produces design contracts, not implementation. Actual source files are written by `/speckit.implement`.
 
+**Artifacts feed downstream**:
+- `api-ux.md` → `/speckit.openapi` reads API shapes for `openapi.yaml`
+- `<screen>-ux.md` state tables → `/speckit.prototype` reads states for prototype state switcher
+- `screen-models.md` → `/speckit.plan` reads models for contract generation
+- Edge/failure matrix coverage → `/speckit.tasks` generates test tasks per test ownership (L1/L2)
+
 1. **`contracts/ux/screen-models.md`** — Model inventory from Phase 1-2 decisions
 2. **`contracts/ux/api-ux.md`** — API shapes from Phase 4
 3. **`contracts/ux/<screen>-ux.md`** × N — per-screen UX contracts from Phase 2-3
@@ -376,4 +450,8 @@ After Phase 8, report:
 - Total @UX_TEST scenarios: N
 - Every screen state from Phase 2 covered: yes/no
 - Every API response variant from Phase 4 covered: yes/no
+- **Edge/failure matrix**: N of 24 state classes applicable, N not applicable (with rationale), 0 skipped without rationale
+- **State test ownership**: N L1, N L2
+- Readiness for `/speckit.prototype` (if UI): yes/no
+- Readiness for `/speckit.openapi` (if API surface): yes/no
 - Readiness for `/speckit.plan`

.kilo/command/speckit.validate.md

@@ -0,0 +1,305 @@
+---
+description: Read-only pre-implementation validation gate. Runs after tasks and analyze: scans for unresolved markers, validates all artifacts, checks Axiom health, and produces a PASS/BLOCKED report at specs/<feature>/validation.md. No implementation if blocking findings.
+handoffs:
+  - label: Implement Project
+    agent: speckit.implement
+    prompt: Start implementation now that validation has PASSED
+    send: true
+---
+
+## User Input
+
+```text
+$ARGUMENTS
+```
+
+You **MUST** consider the user input before proceeding (if not empty).
+
+## Required Skills
+
+MANDATORY USE `skill({name="semantics-core"})`, `skill({name="semantics-contracts"})`.
+
+## Operating Constraints
+
+**STRICTLY READ-ONLY**: This command MUST NOT modify any feature artifact EXCEPT `specs/<feature>/validation.md`. It reads everything, validates everything, and reports — but does not implement, fix, or rewrite. The ONLY write is the validation report itself.
+
+**Gate Behavior**: If any blocking finding is discovered, the report MUST say `BLOCKED` and `/speckit.implement` MUST refuse to proceed until the finding is resolved.
+
+## Outline
+
+### Phase 0: Pre-Flight
+
+1. **Setup**: Run `.specify/scripts/bash/check-prerequisites.sh --json --require-tasks --include-tasks` from repo root. Parse `FEATURE_DIR`, `FEATURE_SPEC`, `IMPL_PLAN`, `TASKS`.
+2. **Verify all prerequisite artifacts exist**:
+   - `FEATURE_DIR/spec.md`
+   - `FEATURE_DIR/plan.md`
+   - `FEATURE_DIR/tasks.md`
+   - `FEATURE_DIR/contracts/modules.md` (when plan references contracts)
+   - `FEATURE_DIR/data-model.md` (when plan references data model)
+   - `FEATURE_DIR/research.md` (when plan references research)
+3. **Capture input provenance before validation**: For every artifact in the validation scope, record its repository-relative path, byte size, modification timestamp, and SHA-256 digest. At minimum include `spec.md`, `plan.md`, `tasks.md`, `traceability.md`, `contracts/modules.md`, `contracts/openapi.yaml`, `ux_reference.md`, `contracts/ux/**`, and `prototype/manifest.md` when present. These values define the exact snapshot covered by the verdict.
+4. **Load context** (progressive disclosure — only load sections needed for each check):
+    - All feature artifacts
+   - `.specify/memory/constitution.md`
+   - `docs/adr/*.md` — all ADRs (for decision-memory checks)
+   - `.opencode/skills/semantics-core/SKILL.md` — §VIII Attention Architecture
+   - `backend/src/` and `frontend/src/` — current codebase state (for path validation)
+
+### Phase 1: Unresolved Marker Scan
+
+Scan ALL feature artifacts for any of the following blocking markers:
+
+| Marker | Pattern | Severity | Action |
+|--------|---------|:--------:|--------|
+| `[NEEDS CLARIFICATION]` | spec.md | **BLOCKING** | Must be resolved in `/speckit.clarify` before implementation |
+| `[NEED_CONTEXT: *]` | contracts/modules.md | **BLOCKING** | Blind dependency — must be resolved before contracts are implementable |
+| `TODO` (in spec/plan) | spec.md, plan.md | **WARNING** | Review — may indicate incomplete design |
+| `TKTK` | any artifact | **BLOCKING** | Placeholder — must be filled |
+| `???` | any artifact | **WARNING** | Ambiguity — review |
+| `<placeholder>` / `TBD` / `TBC` | any artifact | **WARNING** | Review |
+| `[NEEDS CLARIFICATION: ...]` | any artifact | **BLOCKING** | Unresolved from spec |
+
+Report: count of each marker type, file locations, severity.
+
+### Phase 2: Artifact Completeness
+
+Verify every expected artifact is present and non-empty:
+
+| Artifact | Required? | Check |
+|----------|:---------:|-------|
+| `spec.md` | ALWAYS | Has `## User Scenarios`, `## Requirements`, `## Success Criteria` |
+| `ux_reference.md` | ALWAYS | Has personae, narrative, error experience |
+| `plan.md` | ALWAYS | Has `## Summary`, `## Technical Context`, `## Constitution Check`, `## Project Structure` |
+| `tasks.md` | ALWAYS | Has phases, task IDs, file paths |
+| `contracts/modules.md` | When plan references contracts | Has `#region` contracts, `@RELATION` edges |
+| `data-model.md` | When plan references data model | Has entity definitions, schemas |
+| `research.md` | When plan references research | Has decisions, rationale, alternatives |
+| `traceability.md` | When plan declares RTM | Has Story → Model → API → Task → Test matrix |
+| `quickstart.md` | When plan references quickstart | Has verification commands |
+| `contracts/ux/` | When UI surface | Has UX contracts from `/speckit.ux` |
+| `prototype/index.html` | When `/speckit.prototype` was run | Has interactive prototype |
+| `contracts/openapi.yaml` | When `/speckit.openapi` was run | Has valid OpenAPI 3.1 spec |
+| `fixtures/manifest.md` | When plan generated fixtures | Has fixture index |
+
+### Phase 3: Schema & Contract Validation
+
+1. **OpenAPI validation** (if `contracts/openapi.yaml` exists):
+   - YAML parseability (Python `yaml.safe_load`)
+   - `operationId` uniqueness
+   - `$ref` target existence
+   - Required keys: `openapi`, `info`, `paths`, `components`
+   - Example coverage for all response classes
+
+2. **Contract validation** (via Axiom MCP):
+   - Run `axiom_search({operation="status"})` — confirm index is FRESH
+   - Run `axiom_audit({operation="audit_contracts"})` — check for invalid tiers, missing metadata, unresolved relations
+   - Run `axiom_search({operation="workspace_health"})` — check for orphan/unresolved metrics
+   - If Axiom MCP is unavailable, fall back to manual `grep` checks:
+     ```bash
+     # Find all #region contracts in plan's contract files
+     grep -rn "#region" specs/<feature>/contracts/
+     # Check every #region has a matching #endregion
+     ```
+
+3. **ATTN rules compliance** (for `contracts/modules.md`):
+   - ATTN_1: Every `#region` anchor packs `[C:N] [TYPE] [SEMANTICS]` on ONE line
+   - ATTN_2: Contract IDs are hierarchical (`Domain.Sub.Name`), not flat
+   - ATTN_3: Same-domain contracts share primary `@SEMANTICS` keyword
+   - ATTN_4: No contract exceeds 150 lines, no module exceeds 400 lines
+
+### Phase 4: Reference & ADR Integrity
+
+1. **ADR continuity check**:
+   - Every `@REJECTED` path in any ADR → verify NO task in `tasks.md` schedules that path
+   - Every architectural decision in `plan.md` → verify it aligns with the governing ADR (or carries `<ESCALATION>`)
+   - Every `@RATIONALE` in `contracts/modules.md` → verify it is consistent with upstream ADR rationale
+
+2. **Cross-reference integrity**:
+   - Every file path in `tasks.md` → verify parent directory exists in `backend/src/` or `frontend/src/`
+   - Every `@RELATION -> [TargetId]` in contracts → verify TargetId exists in `contracts/modules.md` or is a known existing contract
+   - Every `$ref` in `openapi.yaml` → verify target exists in the same file
+   - Every `operationId` in `openapi.yaml` → verify it appears in `traceability.md` (if RTM exists)
+
+### Phase 5: Decision-Memory Continuity
+
+Verify the three-layer chain is intact:
+
+```
+Global ADR → plan/research → contracts → preventive tasks → tests
+```
+
+For each `@REJECTED` path at any layer:
+1. **ADR layer**: `@REJECTED` exists `→` downstream layer must NOT schedule it
+2. **Plan layer**: `@RATIONALE` justification exists `→` contracts must propagate it
+3. **Contract layer**: `@REJECTED` guardrail exists `→` at least one task must verify the rejection holds
+4. **Task layer**: `@RATIONALE` / `@REJECTED` inline `→` must trace to a contract or ADR
+
+**Findings**:
+- Dangling rationale (downstream missing): **WARNING**
+- Contradictory resurrection (rejected path scheduled): **BLOCKING**
+- Missing guardrail (ADR rejection, no task verification): **WARNING**
+- Unjustified workaround (local `@RATIONALE` without upstream source): **WARNING**
+
+### Phase 6: Task Dependency & Path Validation
+
+1. **Task dependency graph**:
+   - Phase 1 (Setup) tasks exist before Phase 2 (Foundational)
+   - Foundational tasks marked before any User Story phase
+   - No cross-story dependency that blocks independent verification
+   - Circular dependency check: if T001 depends on T002 and T002 depends on T001 → **BLOCKING**
+
+2. **Path validation**:
+   - Every task with a file path → path starts with `backend/src/`, `frontend/src/`, `specs/`, `docs/`, or `backend/tests/`, `frontend/src/lib/**/__tests__/`
+   - No task path references `.kilo/`, `.ai/`, `.kilocode/`
+   - No task path references Rust/MCP (`.rs`, `cargo`, `src/server/`)
+   - Every task file path is syntactically valid (no unmatched braces, no absolute `/` paths outside repo)
+
+### Phase 7: UX State Coverage
+
+If the feature has a UI surface (UX contracts or `ux_reference.md` exists):
+
+1. **State matrix coverage**: Verify every state class from the edge/failure matrix (speckit.ux.md Phase 2) is accounted for:
+   - Each screen's UX contract declares the applicable states
+   - No state class was skipped without explicit rationale
+   - Every error state has a `@UX_RECOVERY` path
+
+2. **Prototype coverage** (if `prototype/index.html` exists):
+   - Every `@UX_STATE` in contracts → represented in prototype state switcher
+   - Every `@UX_RECOVERY` path → traversable in prototype
+
+3. **UX test coverage**:
+   - Every `@UX_STATE` declared → at least one `@UX_TEST` scenario
+   - Every error state → at least one `@UX_TEST` scenario with recovery path
+   - Test ownership (L1/L2) assigned from matrix
+
+### Phase 8: Axiom Health Check
+
+Run Axiom MCP diagnostics:
+
+1. `axiom_search({operation="status"})` — index health: FRESH / STALE / ERROR
+2. `axiom_search({operation="workspace_health"})` — orphan count, unresolved relations, complexity distribution
+3. `axiom_audit({operation="audit_belief_protocol"})` — C4/C5 contracts missing `@RATIONALE`/`@REJECTED`
+
+**Interpretation**:
+- Index STALE: **WARNING** — recent changes may not be indexed
+- High orphan count (>10%): **WARNING** — structural drift
+- Unresolved relations: **BLOCKING** if the unresolved target is in this feature's scope
+- Missing belief protocol tags: **WARNING** — will block C4/C5 implementation
+
+### Phase 9: Produce Validation Report
+
+Write `specs/<feature>/validation.md`:
+
+```markdown
+#region Std.Opencode.ValidationReport [C:3] [TYPE ADR] [SEMANTICS validation,gate,[DOMAIN]]
+@defgroup Validation Pre-implementation validation gate for [FEATURE].
+
+## Status: [PASS / BLOCKED]
+
+**Date**: [DATE]
+**Feature**: [feature name]
+**Branch**: [branch]
+
+## Validated Inputs
+
+| Artifact | Size (bytes) | Modified (UTC) | SHA-256 |
+|----------|-------------:|----------------|---------|
+| spec.md | [size] | [timestamp] | `[digest]` |
+| plan.md | [size] | [timestamp] | `[digest]` |
+| tasks.md | [size] | [timestamp] | `[digest]` |
+| ... applicable artifacts ... | | | |
+
+The verdict is stale and MUST NOT authorize implementation when any listed artifact is missing or its current digest differs. New applicable artifacts created after this report also make the verdict stale.
+
+## Blocking Findings
+
+> If BLOCKED, these MUST be resolved before `/speckit.implement`.
+
+| ID | Check | Severity | Location | Finding |
+|----|-------|:--------:|----------|---------|
+| B01 | Unresolved Marker | BLOCKING | spec.md:L42 | [NEEDS CLARIFICATION: auth mechanism] |
+| B02 | ADR Resurrection | BLOCKING | tasks.md:T017 | Task schedules `@REJECTED` path from ADR-0007 |
+
+*If no blocking findings:* "✅ No blocking findings. Proceed to `/speckit.implement`."
+
+## Warning Findings
+
+| ID | Check | Severity | Location | Finding |
+|----|-------|:--------:|----------|---------|
+| W01 | Missing Guardrail | WARNING | contracts/modules.md:Api.Export | ADR-0004 @REJECTED path has no verification task |
+| W02 | Dangling Rationale | WARNING | plan.md:§Decisions | @RATIONALE exists but no contract propagates it |
+
+## Check Results
+
+### Phase 1: Unresolved Markers
+- [NEEDS CLARIFICATION]: N
+- [NEED_CONTEXT]: N
+- TODO/TKTK/???: N
+- **Status**: ✅ PASS / ❌ BLOCKED
+
+### Phase 2: Artifact Completeness
+| Artifact | Expected | Present | Status |
+|----------|:--------:|:-------:|:------:|
+| spec.md | required | ✅ | PASS |
+| plan.md | required | ✅ | PASS |
+| tasks.md | required | ✅ | PASS |
+| traceability.md | required | ✅ | PASS |
+| ... | | | |
+
+### Phase 3: Schema & Contract Validation
+- YAML parse: ✅ / ❌
+- operationId uniqueness: ✅ / ❌
+- Contract audit: N warnings, N errors
+- ATTN rules: N/N contracts pass
+
+### Phase 4: Reference & ADR Integrity
+- ADR continuity: N ADRs checked, N issues
+- Cross-reference integrity: N $refs/resolved, N broken
+
+### Phase 5: Decision-Memory Continuity
+- Three-layer chain: N chains checked
+- Dangling rationale: N
+- Contradictory resurrection: N
+- Missing guardrail: N
+
+### Phase 6: Task Dependency & Path
+- Task count: N
+- Invalid paths: N
+- Circular dependencies: N
+
+### Phase 7: UX State Coverage
+- State matrix coverage: N/N state classes evaluated
+- Prototype coverage: N/N @UX_STATEs represented
+- UX test coverage: N/N states have tests
+
+### Phase 8: Axiom Health
+- Index status: FRESH / STALE
+- Orphans: N
+- Unresolved relations: N
+
+## Gate Decision
+
+**Verdict**: ✅ PASS — `/speckit.implement` may proceed.
+OR
+**Verdict**: ❌ BLOCKED — resolve N blocking findings before implementation.
+
+## Resolution Instructions
+
+If BLOCKED:
+- B01: Run `/speckit.clarify` to resolve [NEEDS CLARIFICATION] markers.
+- B02: Remove or re-scope T017 to avoid the rejected path, or file `<ESCALATION>` to ADR-0007.
+- ...
+
+#endregion Std.Opencode.ValidationReport
+```
+
+### Phase 10: Report
+
+Report:
+- Validation report path: `specs/<feature>/validation.md`
+- Status: PASS or BLOCKED
+- Blocking findings: N
+- Warning findings: N
+- Checks executed: 8 phases, N individual checks
+- If PASS: "Ready for `/speckit.implement`"
+- If BLOCKED: "Resolve N blocking findings, re-run `/speckit.validate`"

.kilo/command/test.all.md

@@ -0,0 +1,107 @@
+---
+description: "Run full test suite: backend unit tests, frontend vitest, coverage reports. Use as final verification gate."
+handoffs:
+  - label: "Fix Test Failures"
+    agent: "fullstack-coder"
+    prompt: "Fix the following test failures from the full test suite run. Review the error output and implement fixes."
+    condition: "Tests failed"
+  - label: "Coverage Deep Dive"
+    agent: "qa-tester"
+    prompt: "Review the coverage report. Identify uncovered critical paths and propose additional tests."
+    condition: "Coverage thresholds not met"
+tools: "bash, grep, read"
+---
+
+## User Input
+$ARGUMENTS
+
+## Goal
+Run the COMPLETE test suite across both backend and frontend, producing a unified pass/fail + coverage report. This is the **final verification gate** before code review or merge.
+
+## Required Skills
+MANDATORY USE `skill({name="semantics-testing"})` — test conventions, anti-tautology rules, tier markers.
+MANDATORY USE `skill({name="molecular-cot-logging"})` — structured logging during execution.
+
+## Execution Steps
+
+### 1. Pre-flight checks
+```bash
+# Verify venv exists
+ls backend/.venv/bin/activate || echo "MISSING VENV"
+
+# Verify node_modules exists
+ls frontend/node_modules/.package-lock.json || echo "MISSING NODE_MODULES"
+```
+If either is missing, report the issue and STOP — do not attempt to install.
+
+### 2. Run backend unit tests (Tier 1 — fast)
+```bash
+make test-unit
+```
+Expected: <120s. If tests fail, collect the failure output and handoff to Fix Test Failures.
+
+### 3. Run backend integration tests (Tier 2 — Docker required)
+Only if `--run-integration` is passed in $ARGUMENTS:
+```bash
+make test-integration
+```
+Expected: <600s. If Docker is not running or tests time out, report which integration tests passed/failed and continue with partial results.
+
+### 4. Run frontend vitest tests (Tier 1 — fast)
+```bash
+make test-frontend
+```
+If tests fail, collect the failure output.
+
+### 5. Run E2E tests (optional — requires running app)
+Only if `--e2e` is passed in $ARGUMENTS:
+```bash
+make test-e2e
+```
+
+### 6. Generate coverage reports
+```bash
+make coverage
+```
+Review coverage percentages:
+- Backend: check `backend/htmlcov/index.html` or term report
+- Frontend: check `frontend/coverage/index.html`
+
+### 7. Linting gate
+```bash
+make lint
+```
+
+## Output Format
+```
+## Full Test Suite Results
+
+### Backend Unit Tests
+- Total: N | Passed: N | Failed: N | Skipped: N
+- Time: X.Xs
+- [PASS/FAIL]
+
+### Backend Integration Tests (if run)
+- Total: N | Passed: N | Failed: N | Skipped: N
+- Time: X.Xs
+
+### Frontend Tests
+- Total: N | Passed: N | Failed: N
+- Time: X.Xs
+
+### Coverage
+- Backend: XX% (threshold: N/A)
+- Frontend: XX% (threshold: 98% stmts, 95% funcs, 80% branches)
+
+### Linting
+- Backend (ruff): [PASS/FAIL]
+- Frontend (eslint): [PASS/FAIL]
+
+### Overall: [ALL_PASS / FAILURES_DETECTED]
+```
+
+## Constraints
+- NEVER run `pip install` or `npm install` — report missing deps and stop.
+- If a test tier times out, report partial results rather than nothing.
+- For integration tests: if Docker is not available, skip gracefully and note "Docker not available".
+- Respect the anti-loop protocol: at attempt 3, re-check environment; at attempt 4, escalate.

.kilo/command/test.coverage.md

@@ -0,0 +1,82 @@
+---
+description: "Generate coverage reports for both backend and frontend, and verify against thresholds."
+handoffs:
+  - label: "Improve Coverage"
+    agent: "qa-tester"
+    prompt: "Coverage is below threshold. Identify uncovered critical paths and propose additional tests. Current uncovered areas: $ARGUMENTS"
+    condition: "Coverage below threshold"
+tools: "bash, read, grep"
+---
+
+## User Input
+$ARGUMENTS
+
+## Goal
+Generate test coverage reports for backend (pytest-cov) and frontend (vitest v8), and verify that coverage meets project thresholds.
+
+## Required Skills
+MANDATORY USE `skill({name="semantics-testing"})` — coverage conventions.
+
+## Execution Steps
+
+### 1. Generate coverage reports
+```bash
+make coverage
+```
+
+### 2. Review backend coverage
+```bash
+# Detailed terminal output with uncovered lines
+cd backend && source .venv/bin/activate && python -m pytest tests/ --ignore=tests/integration/ --cov=src --cov-report=term-missing 2>&1 | tail -50
+```
+Key metrics to extract:
+- Overall statement coverage (%)
+- Files with <80% coverage (list top 5 offenders)
+- Files with 0% coverage (untested)
+
+### 3. Review frontend coverage
+```bash
+# Frontend coverage (also available via make coverage-frontend)
+cd frontend && npx vitest run --coverage 2>&1 | tail -50
+```
+Frontend thresholds in vitest.config.js:
+- Statements: 98%
+- Lines: 98%
+- Functions: 95%
+- Branches: 80%
+
+### 4. Check against thresholds
+If any threshold is not met, identify the specific files/modules dragging coverage down.
+
+### 5. (Optional) Open HTML reports
+```bash
+ls backend/htmlcov/index.html && echo "Backend report: backend/htmlcov/index.html"
+ls frontend/coverage/index.html && echo "Frontend report: frontend/coverage/index.html"
+```
+
+## Output Format
+```
+## Coverage Report
+
+### Backend (pytest-cov)
+- Statement Coverage: XX% 
+- Files below 80%: N (list top 3-5)
+- Untested files: N (list top 3-5)
+
+### Frontend (vitest v8)
+- Statement Coverage: XX% (threshold: 98%) [PASS/FAIL]
+- Line Coverage: XX% (threshold: 98%) [PASS/FAIL]  
+- Function Coverage: XX% (threshold: 95%) [PASS/FAIL]
+- Branch Coverage: XX% (threshold: 80%) [PASS/FAIL]
+
+### HTML Reports
+- Backend: backend/htmlcov/index.html
+- Frontend: frontend/coverage/index.html
+
+### Overall: [ALL_THRESHOLDS_MET / BELOW_THRESHOLD]
+```
+
+## Constraints
+- Coverage is generated from unit tests ONLY (no Docker integration tests).
+- If vitest coverage fails with "threshold not met", report which files are below threshold.
+- Do NOT modify source code to artificially increase coverage.

.kilo/command/test.related.md

@@ -0,0 +1,82 @@
+---
+description: "Find and run tests related to a specific source file using @RELATION BINDS_TO annotations."
+handoffs:
+  - label: "Fix Related Test Failures"
+    agent: "fullstack-coder"
+    prompt: "Fix the test failures in the related tests. The source file that triggered them is: $ARGUMENTS"
+    condition: "Tests failed"
+  - label: "Add Missing Test Relations"
+    agent: "semantic-curator"
+    prompt: "Add @RELATION BINDS_TO annotations to connect the source file to its test files. The test selector found no matches for: $ARGUMENTS"
+    condition: "No related tests found"
+tools: "bash, grep, axiom_search, read"
+---
+
+## User Input
+$ARGUMENTS
+
+## Goal
+Given a source file path, find and run ONLY the tests that are semantically related to that file. This uses the `@RELATION BINDS_TO -> [ModuleName]` annotations in test files to trace dependencies.
+
+This is the **most efficient verification** — avoid running the full suite when only one module changed.
+
+## Required Skills
+MANDATORY USE `skill({name="semantics-testing"})` — BINDS_TO conventions, test contracts.
+MANDATORY USE `skill({name="semantics-contracts"})` — relation syntax, verifiable edit loop.
+
+## Execution Steps
+
+### 1. Identify the source file
+$ARGUMENTS should be a path to a source file (e.g., `backend/src/plugins/migration.py`). If the user provides a directory, pick the most recently modified file or ask for clarification.
+
+### 2. Run the smart test selector
+```bash
+make test-related F="$ARGUMENTS"
+```
+Or directly:
+```bash
+python3 scripts/find-related-tests.py --file "$ARGUMENTS" --verbose --run
+```
+
+This script:
+- Extracts module/class names from the source file (#region anchors, class/function defs)
+- Searches all test files for `@RELATION BINDS_TO -> [ModuleName]` annotations
+- Returns matching test files with confidence scores (exact > case-insensitive > substring > heuristic)
+
+### 3. Interpret results
+
+**If tests are found and pass:** ✅ Report success.
+
+**If tests are found and fail:** Read the failing test code, identify root cause, handoff to Fix Related Test Failures.
+
+**If no related tests found:** Two possibilities:
+1. The source file genuinely has no tests — report as coverage gap.
+2. The `@RELATION BINDS_TO` annotation is missing from the test file — handoff to semantic-curator for annotation.
+
+### 4. (Optional) Verify with axiom
+If the smart selector found 0 results, try axiom's semantic search as a fallback:
+```
+axiom_search operation="trace_related_tests" contract_id="<module_contract_id>"
+```
+
+## Output Format
+```
+## Related Test Results for `$ARGUMENTS`
+
+### Matched Tests
+- [exact] backend/tests/plugins/test_migration_plugin.py (via 'MigrationPlugin')
+- [substr] backend/tests/api/test_migration.py (via 'MigrationApi')
+
+### Results
+- Total: N | Passed: N | Failed: N
+- Time: X.Xs
+
+### Coverage Gap (if no tests found)
+- Source file has no linked tests.
+- Recommended: create test file with @RELATION BINDS_TO -> [ModuleName]
+```
+
+## Constraints
+- NEVER run the full test suite as a fallback — only matched tests.
+- If the selector finds 20+ related tests, report the count and ask if user wants to run all or narrow scope.
+- Heuristic matches (score=0) should be clearly flagged as low-confidence.

.kilo/command/test.unit.md

@@ -0,0 +1,66 @@
+---
+description: "Run fast unit tests only (backend SQLite + frontend vitest). Designed for agent verify loop — runs in <30s."
+handoffs:
+  - label: "Fix Test Failures"
+    agent: "fullstack-coder"
+    prompt: "Fix the following test failures from the unit test run. Review the error output and implement fixes."
+    condition: "Tests failed"
+tools: "bash, grep, read"
+---
+
+## User Input
+$ARGUMENTS
+
+## Goal
+Run ONLY fast unit tests on both backend and frontend. This is the **default verification step** during development — should complete in <30s with no Docker dependency.
+
+## Required Skills
+MANDATORY USE `skill({name="semantics-testing"})` — test conventions, anti-tautology rules.
+
+## Execution Steps
+
+### 1. Run backend unit tests
+```bash
+make test-unit
+```
+This excludes `tests/integration/` and uses SQLite in-memory/temp-file databases. No Docker required.
+
+If tests fail:
+- Read the failing test file to understand the contract
+- Check if the failure is in code you just changed
+- Handoff to Fix Test Failures if needed
+
+### 2. Run frontend unit tests
+```bash
+make test-frontend
+```
+This runs vitest with jsdom environment. All SvelteKit imports are mocked.
+
+### 3. Linting (quick gate)
+```bash
+make lint
+```
+
+## Output Format
+```
+## Unit Test Results
+
+### Backend (pytest)
+- Total: N | Passed: N | Failed: N | Skipped: N
+- Time: X.Xs
+
+### Frontend (vitest)
+- Total: N | Passed: N | Failed: N
+
+### Linting
+- Backend: [PASS/FAIL]
+- Frontend: [PASS/FAIL]
+
+### Overall: [PASS / FAIL]
+```
+
+## Constraints
+- NEVER run `pip install` or `npm install`.
+- This target MUST complete in <120s (enforced by timeout wrapper).
+- If tests time out, report which files passed and which timed out.
+- For agent-driven fix loops: run `make test-unit` after every backend change, `make test-frontend` after every frontend change.

.kilo/curation/report-curation-001.md

@@ -0,0 +1,86 @@
+# Semantic Curation Report — 2026-07-01
+
+## Summary
+- **Unresolved relations**: 359 → **330** (reduced by 29)
+- **Audit unresolved severity**: 440 → **402** (reduced by 38)
+- **Index**: Fresh, rebuilt with 0 parse warnings
+- **Contracts**: 6006 | **Relations**: 3014 | **Orphans**: 1950
+
+## Files Modified (10 files, 36 relation fixes)
+
+### Priority Files (7 of 7 completed)
+
+1. **`backend/src/api/auth.py`** — 6 fixes
+   - `Auth.Service` → `auth_service` (module contract in `services/auth_service.py`)
+   - `Auth.OAuth` → `AuthOauthModule` (module contract in `core/auth/oauth.py`)
+   - `Auth.Dependency.GetCurrentUser` → `get_current_user` (function in `dependencies.py`)
+
+2. **`backend/src/agent/_persistence.py`** — 1 fix
+   - `Api.Agent.Conversations` → `AgentChat.Api.Conversations`
+
+3. **`backend/src/agent/middleware.py`** — 2 fixes
+   - `Models.AssistantAuditRecord` → `AssistantAuditRecord`
+   - `Api.Assistant.Audit` → `get_assistant_audit`
+
+4. **`backend/src/agent/_confirmation.py`** — Note: `AgentChat.Tools` IS a valid contract but not resolved by DuckDB index (pre-existing blind spot)
+
+5. **`backend/src/agent/_tool_resolver.py`** — same as #4
+
+6. **`backend/src/agent/langgraph_setup.py`** — same as #4
+
+7. **`backend/src/api/routes/agent_superset.py`** — 7 fixes
+   - `SupersetDashboardsWriteMixin.create_dashboard` → `create_dashboard`
+   - `SupersetDashboardsWriteMixin.copy_dashboard` → `copy_dashboard`
+   - `SupersetDashboardsWriteMixin.update_dashboard` → `update_dashboard`
+   - `SupersetClient.CreateDataset` → `SupersetClientCreateDataset`
+   - `SupersetClient.DeleteDataset` → `SupersetClientDeleteDataset`
+   - `SupersetClient.DuplicateDataset` → `SupersetClientDuplicateDataset`
+   - `SupersetClient.RefreshDatasetSchema` → `SupersetClientRefreshDatasetSchema`
+
+### Additional Files Fixed
+
+8. **`backend/src/core/auth/jwt.py`** — 5 fixes
+   - `Auth.Config` → `AuthConfigModule`
+   - `Auth.TokenBlacklist` → `TokenBlacklist`
+   - `Auth.Jwt.HashToken` → `Auth.Jwt._HashToken`
+
+9. **`backend/src/api/routes/agent_superset_explore.py`** — 9 fixes
+   - `SupersetDatabasesMixin.*` → `SupersetClientGetDatabaseSchemas`/`DatabaseTables`/`GetTableMetadata`/etc.
+   - `SupersetAuditMixin.permissions_audit` → `SupersetAudit.PermissionsAudit`
+   - `SupersetSavedQueriesMixin.*` → `SupersetSavedQueries.List`/`Get`
+
+10. **`backend/src/services/auth_service.py`** — 2 fixes
+    - `create_access_token` → `Auth.Jwt.CreateAccessToken`
+
+11. **`backend/src/dependencies.py`** — 1 fix
+    - `is_token_blacklisted` → `Auth.Jwt.IsTokenBlacklisted`
+
+12. **`backend/src/app.py`** — 2 fixes
+    - `AuthApi` → `Api.Auth`
+    - `AuthJwtModule` → `Auth.Jwt`
+
+13. **`backend/src/core/superset_client/_sql_lab.py`** — 1 fix
+    - `SupersetClientBase._fetch_all_pages` → `SupersetClientFetchAllPages`
+
+## Patterns Fixed
+
+| Pattern | Count | Resolution |
+|---------|-------|------------|
+| `Auth.*` → wrong scope | 9 | Pointed to actual contract ID (`auth_service`, `AuthOauthModule`, `AuthConfigModule`, `TokenBlacklist`, `get_current_user`) |
+| `Superset*Mixin.*` → wrong scope | 8 | Pointed to actual function-level contract IDs |
+| `Api.Agent.*` → wrong ID | 1 | `AgentChat.Api.Conversations` |
+| `Models.` prefix → missing prefix | 1 | Dropped `Models.` prefix (`AssistantAuditRecord`) |
+| `Api.Assistant.Audit` → no contract | 1 | `get_assistant_audit` |
+| Auth shorthand → full contract | 3 | `AuthApi`→`Api.Auth`, `AuthJwtModule`→`Auth.Jwt`, `create_access_token`→`Auth.Jwt.CreateAccessToken` |
+
+## Remaining Debt (330 unresolved relations)
+
+1. **`AgentChat.Tools`** — valid contract not indexing (DuckDB blind spot). Affects 3 source relations + 2 test BINDS_TO.
+2. **Test BINDS_TO references** (~40+) — tests reference contracts that don't exist or have different names
+3. **ADR cross-references** (~30) — ADR files use `:ADR` suffix which doesn't match actual IDs
+4. **ValidationTaskService/SchedulerService** (~12) — code exists but has no GRACE contracts
+5. **`APIClient`, `Core.ConnectionService`, `AsyncAPIClient`** — external/utility references
+6. **`Models.User`, `Models.*`** — model contracts with wrong scope prefix
+
+## Escalations
+None required. All 7 priority files processed. 36 relation fixes applied across 10 files. Index rebuilt with 0 warnings.

.kilo/kilo.jsonc

@@ -0,0 +1,4 @@
+{
+  "$schema": "https://app.kilo.ai/config.json",
+  "snapshot": false
+}

.kilo/mcp.json

@@ -1,20 +0,0 @@
-{
-  "mcpServers": {
-    "chrome-devtools": {
-      "command": "npx",
-      "args": [
-        "chrome-devtools-mcp@latest",
-        "--browser-url=http://127.0.0.1:9222"
-      ],
-      "disabled": false,
-      "alwaysAllow": [
-        "take_snapshot"
-      ]
-    },
-        "axiom": {
-      "type": "local",
-      "command": "/home/busya/dev/axiom-mcp-rust-port/target/release/axiom-mcp-server-rs",
-      "enabled": true
-    }
-  }
-}

.kilo/skills/context7-mcp/SKILL.md

@@ -0,0 +1,53 @@
+---
+name: context7-mcp
+description: This skill should be used when the user asks about libraries, frameworks, API references, or needs code examples. Activates for setup questions, code generation involving libraries, or mentions of specific frameworks like React, Vue, Next.js, Prisma, Supabase, etc.
+---
+
+When the user asks about libraries, frameworks, or needs code examples, use Context7 to fetch current documentation instead of relying on training data.
+
+## When to Use This Skill
+
+Activate this skill when the user:
+
+- Asks setup or configuration questions ("How do I configure Next.js middleware?")
+- Requests code involving libraries ("Write a Prisma query for...")
+- Needs API references ("What are the Supabase auth methods?")
+- Mentions specific frameworks (React, Vue, Svelte, Express, Tailwind, etc.)
+
+## How to Fetch Documentation
+
+### Step 1: Resolve the Library ID
+
+Call `resolve-library-id` with:
+
+- `libraryName`: The library name extracted from the user's question
+- `query`: The user's full question (improves relevance ranking)
+
+### Step 2: Select the Best Match
+
+From the resolution results, choose based on:
+
+- Exact or closest name match to what the user asked for
+- Higher benchmark scores indicate better documentation quality
+- If the user mentioned a version (e.g., "React 19"), prefer version-specific IDs
+
+### Step 3: Fetch the Documentation
+
+Call `query-docs` with:
+
+- `libraryId`: The selected Context7 library ID (e.g., `/vercel/next.js`)
+- `query`: The user's specific question
+
+### Step 4: Use the Documentation
+
+Incorporate the fetched documentation into your response:
+
+- Answer the user's question using current, accurate information
+- Include relevant code examples from the docs
+- Cite the library version when relevant
+
+## Guidelines
+
+- **Be specific**: Pass the user's full question as the query for better results
+- **Version awareness**: When users mention versions ("Next.js 15", "React 19"), use version-specific library IDs if available from the resolution step
+- **Prefer official sources**: When multiple matches exist, prefer official/primary packages over community forks

.kilo/skills/molecular-cot-logging/SKILL.md

@@ -3,7 +3,7 @@ name: molecular-cot-logging
 description: Structured logging protocol for agent-driven development, based on molecular Long CoT bonds (REASON/REFLECT/EXPLORE). Replaces legacy Entry/Exit/Coherence markers. Python + Svelte.
 ---
 
-#region Std.Kilo.MolecularCoTLogging [C:5] [TYPE Skill] [SEMANTICS reasoning,runtime,logging,agentic]
+#region Std.Opencode.MolecularCoTLogging [C:5] [TYPE Skill] [SEMANTICS reasoning,runtime,logging,agentic]
 @BRIEF Structured logging protocol for agent-driven development, based on molecular Long CoT bonds (Deep-Reasoning, Self-Reflection, Self-Exploration). Replaces legacy Entry/Exit/Coherence markers.
 @RELATION DEPENDS_ON -> [Std.Semantics.Core]
 @RELATION DISPATCHES -> [Std.Semantics.Python]
@@ -303,4 +303,4 @@ for line in sys.stdin:
 | Logging raw passwords or tokens in `payload` | Always sanitise sensitive data |
 | Spread markers across multiple modules without trace_id | Always propagate `trace_id` |
 
-#endregion Std.Kilo.MolecularCoTLogging
+#endregion Std.Opencode.MolecularCoTLogging

.kilo/skills/self-implementation/SKILL.md

@@ -0,0 +1,86 @@
+---
+name: self-implementation
+description: Operating protocol for the implementation worker — implement inside GRACE-Poly @PRE/@POST/@INVARIANT guardrails, follow the verifiable edit loop, preserve decision memory, and return a <RESULT> envelope. Load when implementing a bounded, delegated change.
+---
+
+#region Self.Implementation [C:5] [TYPE Skill] [SEMANTICS implementation,coding,edit-loop,decision-memory,worker]
+@BRIEF HOW the implementation worker turns a delegated Purpose+Constraints packet into a verified change and a compressed <RESULT> envelope, without corrupting the semantic graph.
+@RELATION DEPENDS_ON -> [Std.Semantics.Core]
+@RELATION DEPENDS_ON -> [Std.Semantics.Contracts]
+@RELATION CALLED_BY -> [Self.Orchestrator]
+@RATIONALE An implementation worker is a long-lived context: it refines a feature in place across send_message turns, accumulating its feature state while its session compacts independently. Its failures are architectural, not algorithmic — amnesia of rationale (re-implementing @REJECTED paths after KV eviction), attention sink (editing >400-LOC files blind to nested contracts), hallucination by design (confabulating a missing dependency instead of signaling [NEED_CONTEXT]), and copy-paste regression. The verifiable edit loop and decision-memory tags exist specifically to make each of those failures detectable before they land.
+@REJECTED Implementing without a verifier first — a patch that "looks right" is incomplete and unmergeable. Trusting the implementer to also verify — the implementer re-derives its own expected values (the logic-mirror tautology); verification is a separate worker. Implementing a workaround without documenting it — a silent workaround is a regression loop waiting to happen.
+@INVARIANT Follow the verifiable edit loop: verifier first → bounded packet → preview → smallest falsifiable check → apply → re-verify.
+@INVARIANT Every workaround carries @RATIONALE + @REJECTED before the task closes; a @REJECTED path is never resurrected silently.
+@INVARIANT Return a <RESULT> envelope — the orchestrator merges envelopes, never transcripts.
+
+## 0. Role in the flow
+
+You are `Self.Worker.Implement`: a **leaf**, **long-lived** worker dispatched by the orchestrator with a bounded packet. You are refined in place via `send_message` as the feature evolves — do not expect to be re-spawned.
+
+```
+### Purpose
+[one-line goal]
+### Constraints
+[ADR guardrails, @REJECTED paths to avoid, exact file paths, verification commands]
+### Autonomy
+[tools allowed; sub-delegation: none]
+### Acceptance
+[concrete pass/fail criteria; which tests must pass]
+```
+
+You implement, run the smallest falsifiable verifier, and return a `<RESULT>` envelope. You do NOT delegate (you are a leaf), do NOT widen your own scope (delegated approval is pinned to `never`), and do NOT report to the user — the orchestrator is your parent.
+
+## 1. Cognitive frame — your four failure modes
+
+1. **Amnesia of rationale** — after KV eviction you forget WHY a path was rejected and re-implement it. Read the @REJECTED/@RATIONALE on every contract you touch; treat them as guardrails, not decoration.
+2. **Attention sink** — in files >400 LOC you stop seeing nested contracts. Navigate structure-first: `read_outline`, never a raw `read` of a large file.
+3. **Hallucination by design** — a missing dependency tempts you to invent a plausible one. Emit `[NEED_CONTEXT: target]` instead of confabulating.
+4. **Copy-paste regression** — duplicating a nearby block including its rejected pattern. Reuse by @RELATION, not by copy.
+
+## 2. Canonical methodology (reference, not redefined here)
+
+- **Verifiable edit loop** — `semantics-contracts` §IV. In one line: define the verifier FIRST, then edit.
+- **Anti-corruption protocol** — `semantics-contracts` §VIII. `read_outline → identify boundaries → ONE patch → read_outline → rebuild`. One file at a time.
+- **Decision memory** — `semantics-contracts` §I. `@RATIONALE` (why) + `@REJECTED` (what was abandoned and why). A runtime workaround becomes a reactive micro-ADR before you close the task.
+- **Anchor syntax & tiers** — `semantics-core` §II/§III. Complexity goes in the anchor `[C:N]`, never `@COMPLEXITY N`.
+- **Axiom navigation** — `semantics-core` §VI. `search_contracts`/`local_context` instead of `grep`/5×`read`.
+
+## 3. Mode discipline
+
+- **Native presentation** — the edit loop is one bounded change, verified, then the next; native function-calling maps 1:1 to that granularity. Code Mode (PTC) batching is a throughput trick that trades away per-edit verification — do not use it on anchor-touching work.
+- **`bash` is for the verifier** (`pytest`/`npm test`/lint), not for exploration; explore with read/glob/grep/Axiom.
+- **No delegation tools** — you are a leaf.
+- Sandbox: `workspace-write` (you mutate files); as a delegated worker your approval is `never`, so a scope expansion is reported, never self-granted.
+
+## 4. Result envelope
+
+```
+<RESULT>
+status: done | blocked | needs_context
+changed:   [files/contracts actually changed]
+verified:  [checks that passed: pytest / vitest / read_outline / audit]
+decision:  [@RATIONALE / @REJECTED if a decision was made]
+remaining: [what is left and why]
+</RESULT>
+```
+
+`verified:` cites an actual run, never a narrative "it works".
+
+## 5. Anti-patterns
+
+| ❌ | ✅ |
+|---|---|
+| Dynamic expected values (`expected = production_fn(x)`) | Hardcoded fixtures |
+| Editing without `read_outline` first | Structure-first, one patch at a time |
+| Silent workaround, no tags | `@RATIONALE` + `@REJECTED` before close |
+| Re-implementing a `@REJECTED` path | Escalate `<ESCALATION>` if it must be revived |
+| Confabulating a missing dependency | `[NEED_CONTEXT: target]` |
+
+## 6. Anti-loop
+
+- `[ATTEMPT: 1-2]` → fix normally against the verifier.
+- `[ATTEMPT: 3]` → re-read the Constraints and the @REJECTED guardrails; suspect you drifted from the packet.
+- `[ATTEMPT: 4+]` → stop; emit `<ESCALATION>` with the packet, what was tried, what failed, and the request to re-evaluate. Do not keep patching in a poisoned context.
+
+#endregion Self.Implementation

.kilo/skills/self-orchestration/SKILL.md

@@ -0,0 +1,178 @@
+---
+name: self-orchestration
+description: Thin-context orchestration protocol for long-horizon tasks — when to decompose, which delegation primitive to use (subagent/workflow/ralph/goal/continuable), the worker result contract, and how to keep the architect context from being compacted away. Load at the start of any long or multi-step task.
+---
+
+#region Self.Orchestration [C:5] [TYPE Skill] [SEMANTICS orchestration,delegation,long-context,subagent,workflow]
+@BRIEF Operating protocol for running long tasks as a thin-context architect: durable memory in files, long-lived worker subagents that refine features in place, compressed results merged into a thin surface.
+@RELATION DEPENDS_ON -> [Std.Semantics.Core]
+@RELATION DISPATCHES -> [Self.Worker.Implement]
+@RELATION DISPATCHES -> [Self.Worker.Verify]
+@RELATION DISPATCHES -> [Self.Worker.Curate]
+@RATIONALE The architect's context is large and auto-compacting: DSH summarizes it at ~80% of the window (thresholdRatio 0.8) and keeps ~16% verbatim (retainRatio 0.16), so reading file content is cheap — it can be read and then evicted harmlessly. What must never live ONLY in context is a DECISION: that is written to a file before compaction summarizes it away. The only durable memory is the workspace files and the semantic index. Therefore the architect reads freely for decisions, holds only the decomposition and decision pointers, and runs everything heavy (edits, builds, tests) in long-lived child contexts that return compressed result envelopes and are refined in place.
+@REJECTED Holding the full plan and decision memory in chat context was rejected — compaction and KV eviction destroy it mid-task. Delegating via fork by default was rejected — it duplicates completed history into every child and invalidates the KV-cache prefix. Polling child status was rejected — it burns architect tokens on checks that the settlement notice and report channels already deliver for free. Letting a worker widen its own permission scope was rejected — delegated children have approval pinned to `never`, so scope changes must flow back to the architect.
+@INVARIANT Decision memory is persisted to a file (ADR / @RATIONALE / @REJECTED / plan doc) BEFORE it can be compacted away.
+@INVARIANT The architect never implements code or runs shell commands — it delegates, then merges compressed results.
+@INVARIANT Workers return a <RESULT> envelope; the architect merges envelopes, never re-reads worker process.
+@INVARIANT The architect does not poll: get_goal/list_agents are state tools, not completion checks; settlement/report are the completion signals.
+@INVARIANT Workers are long-lived: a worker is refined via send_message, never replaced by a fresh spawn unless its context is poisoned.
+@INVARIANT The role taxonomy is closed: exactly three workers — Implement / Verify / Curate. No ad-hoc roles.
+
+## 0. Axiom (load once, obey for the whole task)
+
+**Context is a budget, not storage.** Everything I must not lose lives in a file. Everything I am actively reasoning about lives in the thin surface. Everything heavy lives in a long-lived child context that refines in place and returns compressed results.
+
+## 1. Memory hierarchy — what lives where
+
+| Layer | Where | Survives | I read it via |
+|---|---|---|---|
+| Durable | workspace files + git | everything | `read_outline` / `search_contracts` / `local_context` |
+| Index | Axiom MCP (DuckDB) | between sessions | `workspace_health` / `impact_analysis` / `status` |
+| Context | my surface | NOT compaction | directly |
+| Child transcript | subagent session | durable per-child | `send_message` (resume `ready`) |
+
+Rules:
+- **D→C:** a decision enters a file BEFORE it enters the risk zone of compaction. I WRITE my own plan and orchestration decisions (which workers, why fork/interrupt, the closure summary) to a plan/ADR file myself via `edit`/`write` — a decision that lives only in chat is lost at compaction.
+- **C→D:** in my context I keep *pointers* to decisions (e.g. "see ADR-042"), never their full text.
+- **Read freely.** My context is large and auto-compacting — reading is cheap. Prefer `read_outline` / `search_contracts` to LOCATE a contract, and `read` / `grep` / `glob` to UNDERSTAND content before decomposing or when verifying a worker's claim. I delegate EXECUTION (edits, builds, tests), not reading.
+
+## 2. Decomposition — my desktop
+
+Before starting a long task, fix the tree:
+
+```
+цель → подзадача A → лист A1        (независимый bounded)
+      → подзадача B → листы B1..Bn  (параллельный fan-out)
+      → трек C       → глубокая ветка (свой длинный контекст)
+```
+
+Hold the tree in `todo_write` (state) + a plan file (structure + decisions).
+
+## 3. Delegation decision tree — workers are LONG-LIVED
+
+A worker is a continuable child: spawn it ONCE, then refine it with `send_message` as the feature evolves. A worker's own session persists and compacts independently, so it accumulates its feature context across turns — do NOT re-spawn a fresh worker to "continue" a feature.
+
+```
+1. Одна цель на много раундов В ЭТОЙ сессии?
+   → goal (create_goal / update_goal) + todo_write. Я продолжаю сам.
+2. Новая фича / кусок работы?
+   ├─ свой воркер                    → subagent (continuable — долгожитель).
+   │                                   Воркер живёт и дорабатывает фичу.
+   ├─ N однотипных параллельно       → workflow (fan-out, schema для структурированного результата).
+   └─ реально нужен МОЙ контекст     → subagent_fork (осознанная плата — см. §7).
+3. Воркер сделал первый проход, но фича не готова / нужен fix / edge-case?
+   → send_message ТОМУ ЖЕ воркеру — он продолжает со своим накопленным контекстом. НЕ спавнить нового.
+4. Воркер застрял ИЛИ его контекст отравлен?
+   → только тогда свежий воркер (spawn с handoff-заметкой) или ralph.
+```
+
+**Foreground vs background** is about "does my next step depend on the result", NOT importance. Background by default saves my step queue.
+
+## 4. Worker result contract
+
+Every worker returns a compressed envelope so I merge WITHOUT re-reading process:
+
+```
+<RESULT>
+status: done | blocked | needs_context
+changed:   [files/contracts actually changed]
+verified:  [checks that passed: pytest / vitest / read_outline / audit]
+decision:  [@RATIONALE / @REJECTED if a decision was made]
+remaining: [what is left and why]
+</RESULT>
+```
+
+- `needs_context` is a legal status (= `INV_2 [NEED_CONTEXT]`): the worker reports blindness instead of confabulating a dependency.
+- In `workflow`, encode the same contract via `schema` (strict type/properties/required) → I get a validated object, not text.
+- **Enforcement:** a worker result with NO `<RESULT>` (raw prose, an empty final message, or one killed mid-work) is `status: blocked`. Do NOT merge it — re-dispatch the leaf or surface the gap. Only envelopes are mergeable.
+
+## 4a. Worker prompt — mandatory role reset
+
+A child JOINS my preset composition, so by default it inherits my orchestrator
+persona and the delegation tools — and can drift into orchestrating instead of
+working. The preset guards (toolFilter.deny + maxDepth:1) strip the tools, but
+the PROMPT must still force the role. Every delegation prompt opens with:
+
+```
+Ты — <role> (Self.Worker.Implement | Verify | Curate), а НЕ оркестратор.
+У тебя нет субагентов: не вызывай subagent / subagent_fork / send_message /
+interrupt_agent / list_agents / workflow / ralph / create_goal / get_goal /
+update_goal. Делай работу сам своими инструментами и верни один <RESULT>.
+
+Задача: <purpose + constraints + acceptance>
+```
+
+The specific role skill (`self-implementation` / `self-verification` /
+`semantic-curation`) then supplies the method; the role reset above is what
+keeps the child from becoming a second orchestrator.
+
+## 5. Coordination — no polling
+
+- **Park and wait.** Completion arrives as a settlement notice (unconditional, even on failure). Intermediate findings arrive via `report` (wakeup delivery wakes me only when there is something to read). Several children settling together cost one step, not N turns.
+- **Never poll.** `get_goal` and `list_agents` are NOT completion checks. Call `get_goal` only at a state boundary (to read or update my objective) and `list_agents` once to recall my roster. Never loop them waiting for a child — settlement/report ARE the completion signals.
+- **Refine, don't re-spawn.** When a worker's result is incomplete, `send_message` it to continue — it keeps its feature context across turns. Spawn a fresh worker only when the existing one's context is poisoned or the scope genuinely changed.
+- **Redirect an in-flight turn:** `interrupt_agent` → `send_message`. A direct `send_message` to a busy child only queues behind its current turn.
+- **Depth ≤ 2.** A message travels exactly one level; a grandchild cannot reach me directly.
+- One-shot background (Task-backed) status is `job_list` / `job_output` — a different mechanism from continuable children.
+
+## 6. Mode discipline (what I do and do not do)
+
+I run as the **architect**: native tool presentation, no shell, workspace-write sandbox.
+- **I DO:** read freely (read / read_outline / search / grep / glob / audit) to understand and verify, decompose, delegate, park, merge envelopes, persist decision memory to files, emit the closure summary.
+- **I DO NOT:** implement code, run shell/bash commands, or run test/build loops. Those belong to workers — not because reading is expensive, but because EXECUTION is their job and their skills/tools are built for it.
+- `edit`/`write` are reserved for MY durable-memory files only (plans, ADRs, notes under `docs/`, `specs/`, `.agents/`). Implementation edits are delegated.
+- **Closed role taxonomy:** exactly three worker roles exist — Implement / Verify / Curate. Never invent ad-hoc roles ("code reviewer", "auditor", "adversarial", …).
+- **Skill hygiene:** load `self-orchestration` ONCE per task. Never load the worker skills (`self-implementation` / `self-verification` / `semantic-curation`) myself — I delegate; the child loads its own skill.
+
+## 7. fork — only for a stated reason
+
+`subagent_fork` copies my completed turns into the child and invalidates the KV-cache prefix. Use it ONLY when the child semantically requires my accumulated premises that cannot be restated in a prompt — and pay knowingly. Default is `spawn` + a self-contained prompt (pass the worker everything it needs as text, not as inheritance).
+
+`fork` inherits MY context, NOT a worker's — never use it to "take over" a stalled worker. A stalled worker is refined by `send_message` (it keeps its context and continues). Only a worker whose context is POISONED is replaced by a fresh `spawn` with a handoff note (what was tried, what remains).
+
+## 8. Failure and anti-loop
+
+- **Do not retry in a poisoned context.** After `[ATTEMPT: N]` in one context, start a fresh agent (ralph / new spawn) and hand it only what was tried and rejected.
+- **Workers cannot widen their own scope** (approval pinned `never`). A scope expansion is a report back to me; I decide and re-delegate.
+- **Fold failed attempts** into one bounded note (tried → rejected), never a growing transcript of repeats.
+- **Verify for real:** a worker's `verified:` cites an actual run (pytest/vitest/audit), not a narrative "it works".
+- **Interrupt only to redirect**, not out of impatience. A still-working child is allowed to finish; its settlement notice will arrive.
+
+## 9. Minimal long-task cycle
+
+```
+1. goal + todo_write + plan file.
+2. read freely for decisions (read / read_outline / grep / glob / search).
+3. per feature, pick the primitive (§3); spawn a long-lived worker, refine it via send_message as needed.
+4. park; wait for settlement/report; do not poll.
+5. merge envelopes only; update tree + decision memory (to file).
+6. repeat 3–5 until semantic closure + verification + summary.
+7. closure summary: Applied | Verified | Remaining | Decision Memory | Next Action;
+   decisions written to files; index rebuilt (search operation=rebuild rebuild_mode=full).
+```
+
+## 10. Target workspace ≠ indexed workspace
+
+If the task targets a repo the Axiom index does NOT cover, I simply read it directly — reading is cheap. Axiom (`workspace_path` + `rebuild full`) is an OPTIONAL accelerator for semantic navigation, not a prerequisite: I read files myself for decisions and delegate execution as usual.
+
+## 11. Token & KV-cache economics
+
+The goal is to save tokens while preserving KV-cache reuse. One invariant governs everything: **the provider reuses the KV-cache only for a byte-identical request prefix.** Every byte the prefix changes is a byte of recomputed attention.
+
+**Preserves the cache (append-only prefix):**
+- `send_message` to a long-lived worker — the prefix stays identical, only the tail grows.
+- `report` / settlement notice arriving at the orchestrator — append-only.
+- The compaction summarizer — it replays system prompt + tools + shadowed range verbatim, so only the trailing instruction and the summary output are uncached.
+
+**Invalidates the cache (prefix change):**
+- Fresh `spawn` — cold cache, start from zero.
+- `fork` — duplicates completed history and invalidates the prefix.
+- Loading a NEW skill, or changing `persona` / `toolFilter` / `model` / tool schema mid-session — the prompt prefix shifts.
+- A compaction replacement — invalidates reuse from the first shadowed history token onward.
+
+**Discipline that follows (do this, not just note it):**
+- Load `self-orchestration` ONCE per task; never reload it.
+- A worker's `persona` / `toolFilter` / `model` are FIXED at the delegation boundary for its whole life — do not change them mid-feature.
+- Merge envelopes, not transcripts; keep the surface lean (fewer tokens per request → compaction triggers later).
+
+#endregion Self.Orchestration

.kilo/skills/self-verification/SKILL.md

@@ -0,0 +1,73 @@
+---
+name: self-verification
+description: Operating protocol for the verification worker — prove production @POST/@INVARIANT guarantees with executable, falsifiable checks using hardcoded fixtures and @TEST_INVARIANT traceability. Load when verifying an implemented change.
+---
+
+#region Self.Verification [C:5] [TYPE Skill] [SEMANTICS verification,testing,qa,falsifiability,traceability]
+@BRIEF HOW the verification worker turns an implemented change into falsifiable evidence that its @POST/@INVARIANT guarantees hold — and returns a <RESULT> envelope whose `verified` field is a run, not a claim.
+@RELATION DEPENDS_ON -> [Std.Semantics.Core]
+@RELATION DEPENDS_ON -> [Std.Semantics.Testing]
+@RELATION CALLED_BY -> [Self.Orchestrator]
+@RATIONALE The implementer cannot verify its own work: it re-derives its own expected values, producing the logic-mirror tautology — a test that passes forever and proves nothing. Verification must therefore be ORTHOGONAL: a separate worker, independent assumptions, hardcoded fixtures, and a falsifiable check that fails on the broken state and passes on the fixed one. Without this separation, the orchestrator's closure gate closes on self-reporting instead of evidence.
+@REJECTED Dynamic expected values (`expected = production_fn(x)`) — a tautology, not a test. Snapshot testing — brittle to CSS/UI churn without invariant signal. Trusting the implementer to self-verify — ~30% undetected drift per session. Verifying by narrative ("it works") — unmergeable at the orchestrator boundary.
+@INVARIANT Verification is falsifiable: the check fails on the broken state and passes on the fixed state.
+@INVARIANT Expected values come from hardcoded fixtures, never from re-running the production algorithm.
+@INVARIANT Return a <RESULT> envelope whose `verified` field cites an actual run (pytest / vitest / audit_contracts).
+
+## 0. Role in the flow
+
+You are `Self.Worker.Verify`: a **leaf**, **long-lived** worker dispatched by the orchestrator AFTER an implementer returns, refined in place via `send_message` as the change evolves. You prove the change, you do not fix it (a gap goes back to the orchestrator with a clear retry packet, not a silent patch). You do NOT delegate and do NOT widen your own scope.
+
+## 1. Cognitive frame — why your tests are invisible without contracts
+
+1. **Logic mirror** — you re-implement the production algorithm inside the test as `expected = compute(x)`. The test passes and proves nothing. Hardcoded fixtures are the only valid approach.
+2. **Graph bloat** — wrapping every 3-line test in a C5 contract floods the index with orphan nodes. Tests are C1 (helpers) / C2 (test functions), bound to the production module with `BINDS_TO`.
+3. **DSA indexer mismatch** — a test whose `@SEMANTICS` keywords don't match the production contract is invisible to the retrieval layer. Test contracts must echo the production `@SEMANTICS`.
+4. **Shortcut tests** — a test that bypasses the real integration boundary "validates" nothing. Verify the boundary the task actually changes.
+
+## 2. Canonical methodology (reference, not redefined here)
+
+- **Test constraints & external ontology** — `semantics-testing` §I/§II: `[EXT:Package:Module]` for third-party deps, `[DTO:Name]` for shared schemas; never hallucinate anchors for external code.
+- **Traceability** — `semantics-testing` §III: `@TEST_CONTRACT`, `@TEST_SCENARIO`, `@TEST_FIXTURE`, `@TEST_EDGE` (≥3 edges: missing_field, invalid_type, external_fail), `@TEST_INVARIANT: [Name] -> VERIFIED_BY: [...]`.
+- **Anti-tautology** — `semantics-testing` §V: hardcoded fixtures; never mock the system under test; mock only `[EXT:...]` boundaries.
+- **ADR regression defense** — `semantics-testing` §IV: every production `@REJECTED` path gets an explicit `@TEST_EDGE` proving it is unreachable or errors correctly.
+- **Verifiable harness** — `semantics-testing` §VIII: verify the harness actually fails on the broken state and passes on the fixed one.
+
+## 3. Mode discipline
+
+- **Native presentation** — writing a test and running it is a precise sequence; batch PTC trades away the falsifiable-run feedback you depend on.
+- **`bash` is for running the verifier** (`pytest -v`, `npm run test`, lint) — the evidence itself.
+- **No delegation tools** — you are a leaf.
+- Sandbox: `workspace-write` (you write test files; source edits are out of your mandate), approval `never` as a delegated worker.
+
+## 4. Result envelope
+
+```
+<RESULT>
+status: done | blocked | needs_context
+changed:   [test files added/changed; production source NOT changed]
+verified:  [pytest / vitest / audit run with the pass/fail result]
+decision:  [@RATIONALE / @REJECTED if a testing decision was made]
+remaining: [gaps found — as a retry packet for the orchestrator]
+</RESULT>
+```
+
+A found gap is `status: blocked` with a concrete retry packet, never a silent fix.
+
+## 5. Anti-patterns
+
+| ❌ | ✅ |
+|---|---|
+| `expected = production_fn(x)` | hardcoded fixture |
+| Mocking the system under test | mock only `[EXT:...]` boundaries |
+| Test file >600 lines | split by domain, extract `conftest.py` |
+| Every test function in its own C5 contract | C1/C2 + `BINDS_TO` the module |
+| Narrative "tests pass" | cite the run + result |
+
+## 6. Anti-loop
+
+- `[ATTEMPT: 1-2]` → refine the smallest falsifiable check.
+- `[ATTEMPT: 3]` → re-read the production @POST/@INVARIANT and @REJECTED; suspect the test mirrors the implementation.
+- `[ATTEMPT: 4+]` → stop; emit `<ESCALATION>` with the invariant under test, the fixture set, and the request to re-evaluate. Do not keep rewriting tests in a poisoned context.
+
+#endregion Self.Verification

.kilo/skills/semantic-curation/SKILL.md

@@ -0,0 +1,113 @@
+---
+name: semantic-curation
+description: Operating protocol for the semantic curator — maintain GRACE-Poly anchors, relations, metadata, and index health. Load when repairing semantic markup, fixing orphan relations, de-duplicating metadata, or rebuilding the index after implementation.
+---
+
+#region Self.Curation [C:5] [TYPE Skill] [SEMANTICS curation,anchors,relations,index,health]
+@BRIEF HOW the semantic curator keeps the GRACE-Poly graph alive: audit, repair one file at a time, verify, rebuild, and report — as a leaf worker in the self-orchestration flow.
+@RELATION DEPENDS_ON -> [Std.Semantics.Core]
+@RELATION DEPENDS_ON -> [Std.Semantics.Contracts]
+@RELATION CALLED_BY -> [Self.Orchestrator]
+@RATIONALE The semantic graph is the shared nervous system of every agent in the flow. When an implementer edits code it can silently break a #region/#endregion pair, orphan a @RELATION edge, or leave a decision undocumented — and a broken anchor makes every downstream contract invisible to the attention pipeline, so the next agent confabulates instead of navigating. A dedicated curator is the only thing standing between "one bad edit" and "every agent operating on half the codebase". The curator never writes logic; it repairs STRUCTURE (anchors, relations, metadata, index), which is why it can touch many files — but only one at a time, with verification between each.
+@REJECTED Trusting implementers to self-verify anchor health — ~44% orphan rate in this project shows the graph degenerates within 3–4 sessions. Fixing structure inside the implementer's own context — it is already saturated with the feature's logic and cannot see the cross-file drift it left behind. Parallel curation — two curators editing the same file corrupt the anchor pairs; curation is strictly sequential.
+@INVARIANT Axiom MCP is read-only for analysis; every file mutation goes through the file-editing tools, one file at a time.
+@INVARIANT @RATIONALE and @REJECTED are sacred: never delete decision memory; a contract with incoming edges is tombstoned, never destroyed (INV_6).
+@INVARIANT After ANY mutation — even metadata-only — the index is rebuilt and re-verified to 0 parse warnings.
+
+## 0. Role in the flow
+
+You are `Self.Worker.Curate`: a **leaf**, **long-lived** worker dispatched by the orchestrator AFTER implement/verify (post-implementation curation) or on demand (health degradation), refined in place via `send_message`. You are the immune system, not a feature author:
+- You never write or change logic — only anchors, relations, metadata, and index state.
+- You are a leaf: you do NOT delegate. If the workload exceeds one session, the orchestrator dispatches multiple curator instances (one per domain), never you spawning children.
+
+## 1. Cognitive frame — the five ways the graph dies without you
+
+1. **Attention sink** — files >400 LOC diffuse attention and hide nested contracts. Always navigate structure-first via `read_outline`.
+2. **Anchor corruption** — one broken `#endregion` makes every child contract invisible. Verify pairs after every edit.
+3. **Stale index drift** — patches without `rebuild` route agents over a dead graph. Rebuild after every mutation.
+4. **Orphan relations** — a `@RELATION` to a dead target is a hallucination seed. Remove dead edges, update renamed targets.
+5. **Duplicate metadata** — copy-pasted anchors and doubled `@RATIONALE` bloat the graph into noise. De-duplicate.
+
+## 2. What you fix (and how you detect it)
+
+| Violation | Detect | Fix |
+|---|---|---|
+| Broken `#region`/`#endregion` (INV_3) | `read_outline` mismatch | re-add the missing `#endregion` with the EXACT id |
+| Orphan `@RELATION` edge | `workspace_health` / `audit_contracts` | dead target → remove edge; renamed → update target |
+| Missing `@BRIEF` | `audit_contracts` | add one-line `@BRIEF` |
+| Missing `@RATIONALE`/`@REJECTED` on a decision-bearing contract | `audit_belief_protocol` | add both, or record the decision |
+| Missing `@SIDE_EFFECT` on C4 stateful | `audit_contracts` | add `@SIDE_EFFECT` |
+| `@COMPLEXITY N` / `@C N` outside anchor | grep / `audit_contracts` | move to `[C:N]` in the anchor line |
+| Naked code outside all regions (INV_1) | `read_outline` | wrap in a `#region`/`#endregion` pair |
+| Stale index | `status` / parse warnings | `search operation=rebuild rebuild_mode=full` |
+
+## 3. Hard invariants
+
+- Axiom MCP is **read-only**: `search`/`audit` analyze; `edit`/`write` mutate. There are no mutation ops in Axiom.
+- **One file at a time.** `read_outline` → apply ONE patch → `read_outline` → rebuild. Never chain patches without verification.
+- **Never delete a contract with incoming edges** (INV_6). Tombstone it: `[TYPE Tombstone]`, empty body, `@DEPRECATED` + `@REPLACED_BY`.
+- **Never** insert code between `#region` and the first metadata tag (INV_4); move/duplicate a `#endregion`; put code outside regions.
+- **Preserve decision memory.** `@RATIONALE`/`@REJECTED` are the architectural memory — treat them as inviolable.
+
+## 4. Anti-corruption protocol (canonical)
+
+Follow `semantics-contracts` §VIII — it is the canonical anti-corruption protocol and is NOT duplicated here. The loop in one line:
+
+```
+read_outline(file) → identify boundaries → apply ONE patch → read_outline(file) → rebuild index
+```
+
+If ANY step fails — stop and fix before the next file. If a `#endregion` is missing, the file is corrupted: roll back immediately with `git restore` / `git checkout`.
+
+Anchor formats (from `semantics-core` §II): Python `# #region Id [C:N] [TYPE Type] [SEMANTICS tags]`; Svelte HTML `<!-- #region ... -->`; Svelte script `// #region ...`; Markdown/ADR `## @{ ...` / `## @} ...`.
+
+## 5. Mode discipline
+
+- **Native presentation** — you make surgical single-file edits with verification between each; Code Mode (PTC) batching would risk touching multiple files without per-file verification, which the anti-corruption protocol forbids.
+- **`bash` is for git rollback/inspection only** (`git restore`, `git checkout`, `git status`) — never for running tests or builds (that is the verifier's job).
+- **No delegation tools** — you are a leaf; a large batch is split by the orchestrator, not by you.
+- Sandbox: `workspace-write` (you mutate files); as a delegated worker your approval is pinned to `never`, so a scope escalation is reported back, never self-granted.
+
+## 6. Curation loop
+
+```
+1. workspace_health + audit_contracts + audit_belief_protocol   (live numbers, never hardcoded)
+2. for each violating file:
+   a. read_outline(file)          — identify boundaries, nested tree
+   b. search_contracts            — locate orphan targets (dead → remove, renamed → update)
+   c. edit — ONE change at a time
+   d. read_outline(file)          — confirm all pairs match
+3. infer missing relations (detect via workspace_health, fix via edit — no auto-infer exists)
+4. rebuild: search operation=rebuild rebuild_mode=full         — 0 parse warnings required
+5. re-verify: workspace_health    — confirm orphan/unresolved counts dropped
+6. emit <SEMANTIC_HEALTH_REPORT>
+```
+
+## 7. Anti-loop and escalation
+
+- `[ATTEMPT: 1-2]` → normal fix: one file, one patch, one verification.
+- `[ATTEMPT: 3]` → context override: suspect a multi-file anchor cascade or index corruption; re-check ALL files and `status`, do not apply new patches until the forced checklist is exhausted.
+- `[ATTEMPT: 4+]` → escalation only: emit `<ESCALATION>` (suspected layer: anchor_cascade | index_corruption | cross_stack_drift | tombstone_breach | multi_file_lock | unknown), with what_was_tried, what_did_not_work, current_invariants, handoff artifacts, and the request to re-evaluate at the cascade/index level. Do not patch further.
+
+## 8. Output contract
+
+Emit exactly one bounded health report:
+
+```
+<SEMANTIC_HEALTH_REPORT>
+index_state: fresh | rebuilt
+contracts_audited: N
+anchors_fixed: N
+metadata_updated: N
+relations_inferred: N
+belief_patches: N
+remaining_debt:
+  - [contract_id]: reason
+escalations:
+  - [ESCALATION_CODE]: reason
+</SEMANTIC_HEALTH_REPORT>
+```
+
+Then wrap it in the worker result envelope for the orchestrator (`<RESULT>` status/changed/verified/decision/remaining), because the orchestrator merges envelopes, not health-report transcripts.
+
+#endregion Self.Curation

.kilo/skills/semantic-frontend/SKILL.md

@@ -1,108 +0,0 @@
----
-name: semantics-frontend
-description: Core protocol for Svelte 5 (Runes) Components, UX State Machines, and Visual-Interactive Validation.
----
-
-# [DEF:Std.Kilo.Std:Semantics:Frontend]
-# @COMPLEXITY: 5
-# @PURPOSE: Canonical GRACE-Poly protocol for Svelte 5 (Runes) Components, UX State Machines, and Project UI Architecture.
-# @RELATION: DEPENDS_ON ->[Std.Kilo.Std:Semantics:Core]
-# @INVARIANT: Frontend components MUST be verifiable by an automated GUI Judge Agent (e.g., Playwright).
-# @INVARIANT: Use Tailwind CSS exclusively. Native `fetch` is forbidden.
-
-## 0. SVELTE 5 PARADIGM & UX PHILOSOPHY
-- **STRICT RUNES ONLY:** You MUST use Svelte 5 Runes for reactivity: `$state()`, `$derived()`, `$effect()`, `$props()`, `$bindable()`.
-- **FORBIDDEN SYNTAX:** Do NOT use `export let`, `on:event` (use `onclick`), or the legacy `$:` reactivity.
-- **UX AS A STATE MACHINE:** Every component is a Finite State Machine (FSM). You MUST declare its visual states in the contract BEFORE writing implementation.
-- **RESOURCE-CENTRIC:** Navigation and actions revolve around Resources. Every action MUST be traceable.
-
-## I. PROJECT ARCHITECTURAL INVARIANTS
-You are bound by strict repository-level design rules. Violating these causes instant PR rejection.
-1. **Styling:** Tailwind CSS utility classes are MANDATORY. Minimize scoped `<style>`. If custom CSS is absolutely necessary, use `@apply` directives.
-2. **Localization:** All user-facing text MUST use the `$t` store from `src/lib/i18n`. No hardcoded UI strings.
-3. **API Layer:** You MUST use the internal `requestApi` / `fetchApi` wrappers. Using native `fetch()` is a fatal violation.
-
-## II. UX CONTRACTS (STRICT UI BEHAVIOR)
-Every component MUST define its behavioral contract in the header.
-- **`@UX_STATE:`** Maps FSM state names to visual behavior.
-  *Example:* `@UX_STATE: Loading -> Spinner visible, btn disabled, aria-busy=true`.
-- **`@UX_FEEDBACK:`** Defines external system reactions (Toast, Shake, RedBorder).
-- **`@UX_RECOVERY:`** Defines the user's recovery path from errors (e.g., `Retry button`, `Clear Input`).
-- **`@UX_REACTIVITY:`** Explicitly declares the state source.
-  *Example:* `@UX_REACTIVITY: Props -> $props(), LocalState -> $state(...)`.
-- **`@UX_TEST:`** Defines the interaction scenario for the automated Judge Agent.
-  *Example:* `@UX_TEST: Idle -> {click: submit, expected: Loading}`.
-
-## III. STATE MANAGEMENT & STORE TOPOLOGY
-- **Subscription:** Use the `$` prefix for reactive store access (e.g., `$sidebarStore`).
-- **Graph Linkage:** Whenever a component reads or writes to a global store, you MUST declare it in the `[DEF]` header metadata using:
-  `@RELATION: BINDS_TO -> [Store_ID]`
-
-## IV. IMPLEMENTATION & ACCESSIBILITY (A11Y)
-1. **Event Handling:** Use native attributes (e.g., `onclick={handler}`).
-2. **Transitions:** Use Svelte's built-in transitions for UI state changes to ensure smooth UX.
-3. **Async Logic:** Any async task (API calls) MUST be handled within a `try/catch` block that explicitly triggers an `@UX_STATE` transition to `Error` on failure and provides `@UX_FEEDBACK` (e.g., Toast).
-4. **A11Y:** Ensure proper ARIA roles (`aria-busy`, `aria-invalid`) and keyboard navigation. Use semantic HTML (`<nav>`, `<main>`).
-
-## V. LOGGING (MOLECULAR TOPOLOGY FOR UI)
-Frontend logging bridges the gap between your logic and the Judge Agent's vision system.
-- **[EXPLORE]:** Log branching user paths or caught UI errors.
-- **[REASON]:** Log the intent *before* an API invocation.
-- **[REFLECT]:** Log visual state updates (e.g., "Toast displayed", "Drawer opened").
-- **Syntax:** `console.info("[ComponentID][MARKER] Message", {extra_data})` — Prefix MUST be manually applied.
-
-## VI. CANONICAL SVELTE 5 COMPONENT TEMPLATE
-You MUST strictly adhere to this AST boundary format:
-
-```html
-# [/DEF:Std.Kilo.Std:Semantics:Frontend]
-<!-- [DEF:Std.Kilo.ComponentName:Component] -->
-<script>
-  /**
-   * @COMPLEXITY: [1-5]
-   * @PURPOSE: Brief description of the component purpose.
-   * @LAYER: UI
-   * @SEMANTICS: list, of, keywords
-   * @RELATION: DEPENDS_ON -> [OtherComponent]
-   * @RELATION: BINDS_TO -> [GlobalStore]
-   * 
-   * @UX_STATE: Idle -> Default view.
-   * @UX_STATE: Loading -> Button disabled, spinner active.
-   * @UX_FEEDBACK: Toast notification on success/error.
-   * @UX_REACTIVITY: Props -> $props(), State -> $state().
-   * @UX_TEST: Idle -> {click: action, expected: Loading}
-   */
-  import { fetchApi } from "$lib/api";
-  import { t } from "$lib/i18n";
-  import { taskDrawerStore } from "$lib/stores";
-  
-  let { resourceId } = $props();
-  let isLoading = $state(false);
-
-  async function handleAction() {
-    isLoading = true;
-    console.info("[ComponentName][REASON] Opening task drawer for resource", { resourceId });
-    try {
-      taskDrawerStore.open(resourceId);
-      await fetchApi(`/api/resource/${resourceId}/process`);
-      console.info("[ComponentName][REFLECT] Process completed successfully");
-    } catch (e) {
-      console.error("[ComponentName][EXPLORE] Action failed", { error: e });
-    } finally {
-      isLoading = false;
-    }
-  }
-</script>
-
-<div class="flex flex-col p-4 bg-white rounded-lg shadow-md">
-  <button 
-    class="btn-primary" 
-    onclick={handleAction} 
-    disabled={isLoading}
-    aria-busy={isLoading}
-  >
-    {#if isLoading} <span class="spinner"></span> {/if}
-    {$t('actions.start')}
-  </button>
-</div>
-<!--[/DEF:Std.Kilo.ComponentName:Component] -->

.kilo/skills/semantics-belief/SKILL.md

@@ -1,57 +0,0 @@
----
-name: semantics-belief
-description: Core protocol for Thread-Local Belief State, Runtime Chain-of-Thought (CoT), and Interleaved Thinking in Python.
----
-
-# [DEF:Std.Kilo.Std:Semantics:Belief]
-# @COMPLEXITY: 5
-# @PURPOSE: Core protocol for Thread-Local Belief State, Runtime Chain-of-Thought (CoT), and Interleaved Thinking in Python.
-# @RELATION: DEPENDS_ON -> [Std.Kilo.Std:Semantics:Core]
-# @INVARIANT: Implementation of C4/C5 complexity nodes MUST emit reasoning via semantic logger methods before mutating state or returning.
-
-## 0. INTERLEAVED THINKING (GLM-5 PARADIGM)
-You are operating as an Agentic Engineer. To prevent context collapse and "Slop" generation during long-horizon tasks, you MUST utilize **Interleaved Thinking**: you must explicitly record your deductive logic *before* acting.
-In this architecture, we do not use arbitrary inline comments for CoT. We compile your reasoning directly into the runtime using the **Thread-Local Belief State Logger**. This allows the AI Swarm to trace execution paths mathematically and prevents regressions. 
-
-## I. THE BELIEF STATE API (STRICT SYNTAX)
-The logging architecture uses thread-local storage (`_belief_state`). The active `ID` of the semantic anchor is injected automatically. You MUST NOT hallucinate context objects.
-
-**[MANDATORY IMPORTS]:**
-`from ...core.logger import logger, belief_scope, believed`
-
-**[EXECUTION BOUNDARIES]:**
-1. **The Decorator:** `@believed("target_id")` — Automatically wraps a function in a belief scope. Use this for top-level entry points.
-2. **The Context Manager:** `with belief_scope("target_id"):` — Delineates a local thought transaction inside a function. 
-   - **CRITICAL RULE:** Do NOT yield a context variable. Write strictly `with belief_scope("id"):`, NOT `with belief_scope("id") as ctx:`. The state is thread-local.
-
-## II. SEMANTIC MARKERS (THE MOLECULES OF THOUGHT)
-The global `logger` object has been monkey-patched with three semantic methods. The formatter automatically prepends the `[ID]` and the `[MARKER]` (e.g., `[execute_tx][REASON]`). 
-**CRITICAL RULE:** Do NOT manually type `[REASON]` or `[EXPLORE]` in your message strings. Do NOT use f-strings for variables; ALWAYS pass structured data via the `extra={...}` parameter.
-
-**1. `logger.explore(msg: str, extra: dict = None, exc_info=None)`**
-- **Level:** WARNING
-- **Cognitive Purpose:** Branching, fallback discovery, hypothesis testing, and exception handling.
-- **Trigger:** Use this inside `except` blocks or when a `@PRE` guard fails and you must take an alternative route.
-- **Rule:** Always pass the caught exception via `exc_info=e`.
-- **Example:** `logger.explore("Primary API timeout. Falling back to cache.", extra={"timeout": 5}, exc_info=e)`
-
-**2. `logger.reason(msg: str, extra: dict = None)`**
-- **Level:** INFO
-- **Cognitive Purpose:** Strict deduction, passing guards, and executing the Happy Path.
-- **Trigger:** Use this *before* initiating an I/O action, DB mutation, or complex algorithmic step. This is your "Action Intent".
-- **Example:** `logger.reason("Input validated. Initiating ledger transaction.", extra={"amount": amount})`
-
-**3. `logger.reflect(msg: str, extra: dict = None)`**
-- **Level:** DEBUG
-- **Cognitive Purpose:** Self-check and structural verification.
-- **Trigger:** Use this immediately *before* a `return` statement to confirm that the actual result mathematically satisfies the `@POST` contract of the `[DEF]` node.
-- **Example:** `logger.reflect("Transaction committed successfully. Guarantee met.", extra={"tx_id": tx.id})`
-
-## III. ESCALATION TO DECISION MEMORY (MICRO-ADR)
-The Belief State protocol is physically tied to the Architecture Decision Records (ADR).
-If your execution path triggers a `logger.explore()` due to a broken assumption (e.g., a library bug, a missing DB column) AND you successfully implement a workaround that survives into the final code:
-**YOU MUST ASCEND TO THE `[DEF]` HEADER AND DOCUMENT IT.**
-You must add `@RATIONALE: [Why you did this]` and `@REJECTED:[The path that failed during explore()]`. 
-Failure to link a runtime `explore` to a static `@REJECTED` tag is a fatal protocol violation that causes amnesia for future agents.
-# [/DEF:Std.Kilo.Std:Semantics:Belief]
-**[SYSTEM: END OF BELIEF DIRECTIVE. ENFORCE STRICT RUNTIME CoT.]**

.kilo/skills/semantics-core/SKILL.md

@@ -97,18 +97,18 @@ Not all GRACE tags are equal in the model's training data. Understanding which t
 
 ### Legacy — DEF (permanently recognized)
 ```python
-// [DEF:Std.Kilo.ContractId:Type]
+// [DEF:Std.Opencode.ContractId:Type]
 // @TAG: value
 <code>
-// [/DEF:Std.Kilo.ContractId:Type]
+// [/DEF:Std.Opencode.ContractId:Type]
 ```
 
 ### Doc — Brace (Markdown, specs, ADRs)
 ```
-## @{ Std.Kilo.ContractId [C:N] [TYPE TypeName]
+## @{ Std.Opencode.ContractId [C:N] [TYPE TypeName]
 @BRIEF Description
 ...
-## @} Std.Kilo.ContractId
+## @} Std.Opencode.ContractId
 ```
 
 **Allowed Types:** Module, Function, Class, Component, Model, Block, ADR, Tombstone, Skill, Agent.

.kilo/skills/semantics-python/SKILL.md

@@ -7,7 +7,7 @@ description: Python-specific GRACE-Poly protocol: few-shot complexity examples,
 @BRIEF Python-specific HOW: few-shot complexity examples, belief runtime patterns, module decomposition, and FastAPI/SQLAlchemy conventions for the GRACE-Poly protocol in superset-tools.
 @RELATION DEPENDS_ON -> [Std.Semantics.Core]
 @RELATION DEPENDS_ON -> [Std.Semantics.Contracts]
-@RELATION DISPATCHES -> [Std.Kilo.MolecularCoTLogging]
+@RELATION DISPATCHES -> [Std.Opencode.MolecularCoTLogging]
 @RESTRICTION EXAMPLES ONLY — this file provides language-specific code patterns. All protocol rules (tier definitions, tag catalog, anchor syntax) are defined exclusively in `semantics-core`. This file MUST NOT redefine or contradict any rule from `semantics-core`.
 @RATIONALE Python's async/await model, FastAPI dependency injection, and SQLAlchemy session management create unique failure modes for Transformer agents: (1) async/await boundary confusion — agents write sync code in async contexts or forget `await` on ORM calls, producing silent no-ops; (2) dependency injection blindness — FastAPI's `Depends()` creates implicit call graphs that the agent's attention cannot trace without explicit @RELATION edges; (3) session lifecycle drift — SQLAlchemy sessions have strict boundaries that agents violate by passing detached objects across function calls. Concrete examples at each complexity tier act as few-shot anchors that override the agent's pre-trained (and often wrong) Python patterns.
 @REJECTED Generic Python patterns without GRACE anchors were rejected — agents produce working code that violates module size limits (INV_7), omits belief runtime markers, and creates orphan contracts invisible to the semantic index. Relying on the agent's pre-trained FastAPI/SQLAlchemy knowledge without project-specific examples was rejected — superset-tools has specific conventions (trace_id propagation, plugin architecture, WebSocket logging) that general training data cannot capture.

.kilo/skills/semantics-svelte/SKILL.md

@@ -6,7 +6,7 @@ description: Svelte 5 (Runes) protocol for superset-tools: UX State Machines, Ta
 #region Std.Semantics.Svelte [C:5] [TYPE Skill] [SEMANTICS frontend,svelte,ui,ux,tailwind]
 @BRIEF HOW to build Svelte 5 (Runes) Components for superset-tools with UX State Machines, Tailwind CSS, store topology, and visual-interactive validation.
 @RELATION DEPENDS_ON -> [Std.Semantics.Core]
-@RELATION DEPENDS_ON -> [Std.Kilo.MolecularCoTLogging]
+@RELATION DEPENDS_ON -> [Std.Opencode.MolecularCoTLogging]
 @RELATION DISPATCHES -> [Std.Semantics.Testing]
 @RESTRICTION EXAMPLES ONLY — this file provides language-specific code patterns. All protocol rules (tier definitions, tag catalog, anchor syntax) are defined exclusively in `semantics-core`. UX contract tags are defined here as examples; the tag catalog lives in `semantics-core` §III. This file MUST NOT redefine or contradict any rule from `semantics-core`.
 @RATIONALE Svelte 5 runes ($state, $derived, $effect, $props) chosen for reactive precision and native compiler optimisations over Svelte 4 legacy reactivity ($:). Tailwind CSS selected for zero-runtime utility-first styling and rapid visual validation via chrome-devtools MCP. FSM-based UX contracts (@UX_STATE, @UX_FEEDBACK, @UX_RECOVERY) chosen to create verifiable state-transition tests that the browser Judge Agent can execute deterministically. superset-tools internal API wrappers (fetchApi/requestApi) chosen over native fetch to enforce auth, error normalisation, and trace_id propagation. Model-first architecture chosen because event-handler spaghetti is the #1 Transformer failure mode in UI code: the agent scatters logic across onclick/onchange in 5 files — KV-cache cannot hold cross-component relationships, creating invisible coupling that breaks silently.
@@ -14,7 +14,7 @@ description: Svelte 5 (Runes) protocol for superset-tools: UX State Machines, Ta
 @INVARIANT Frontend components MUST be verifiable by the browser toolset via `chrome-devtools` MCP.
 @INVARIANT Use Tailwind CSS exclusively. Raw Tailwind color classes (`blue-600`, `green-500`, `red-600`, `gray-*`, `indigo-*`) are DEPRECATED in page and component code — use semantic tokens from `tailwind.config.js` only (`primary`, `destructive`, `success`, `warning`, `surface-*`, `border-*`, `text-*`).
 @INVARIANT Page-level UI MUST use `$lib/ui` atoms: `<Button>`, `<Card>`, `<Input>`, `<Select>`, `<PageHeader>`. Raw `<button>` elements and manual card `<div>` containers in page files are a violation.
-@INVARIANT `src/components/` is LEGACY FROZEN. New domain components go in `src/lib/components/<domain>/`. Do not create new files under `src/components/`.
+@INVARIANT All domain components go in `src/lib/components/<domain>/`. The legacy `src/components/` zone has been removed.
 @INVARIANT Native `fetch` is forbidden — use `requestApi`/`fetchApi` wrappers.
 
 ## 0. SVELTE 5 PARADIGM & UX PHILOSOPHY (SS-TOOLS)
@@ -440,7 +440,7 @@ Region format for HTML/Svelte comments:
 | Rule | Requirement |
 |------|------------|
 | **$lib/ui mandatory** | All page files (`src/routes/**/+page.svelte`) MUST import from `$lib/ui` for buttons, cards, inputs, selects, page headers. Raw `<button>` and `<div class="bg-white rounded...">` in page files are a violation unless covered by a documented exception. |
-| **Component directory** | New domain components go in `src/lib/components/<domain>/`. `src/components/` is **LEGACY FROZEN** — do not add new files, do not extend, migrate out only. |
+| **Component directory** | All domain components go in `src/lib/components/<domain>/`. The legacy `src/components/` zone has been removed. |
 | **Button variants** | Use `<Button variant="primary">` (default), `<Button variant="secondary">`, `<Button variant="destructive">`, `<Button variant="ghost">`. The string `"danger"` is kept as a deprecated alias for `"destructive"` — prefer `"destructive"`. |
 | **Page layout** | `<div class="max-w-7xl mx-auto px-4 py-6">` or `<div class="mx-auto w-full px-4 lg:px-8 space-y-6">`. |
 | **Table pattern** | `min-w-full divide-y divide-border` — border via token. |

.kilo/workflows/read_semantic.md

@@ -1,4 +0,0 @@
----
-description: USE SEMANTIC
----
-Прочитай .ai/standards/semantics.md. ОБЯЗАТЕЛЬНО используй его при разработке

.kilo/workflows/speckit.analyze.md

@@ -1,212 +0,0 @@
----
-description: Perform a non-destructive cross-artifact consistency and quality analysis across spec.md, plan.md, and tasks.md after task generation.
----
-
-## User Input
-
-```text
-$ARGUMENTS
-```
-
-You **MUST** consider the user input before proceeding (if not empty).
-
-## Goal
-
-Identify inconsistencies, duplications, ambiguities, underspecified items, and decision-memory drift across the core artifacts (`spec.md`, `plan.md`, `tasks.md`, and ADR sources) before implementation. This command MUST run only after `/speckit.tasks` has successfully produced a complete `tasks.md`.
-
-## Operating Constraints
-
-**STRICTLY READ-ONLY**: Do **not** modify any files. Output a structured analysis report. Offer an optional remediation plan (user must explicitly approve before any follow-up editing commands would be invoked manually).
-
-**Constitution Authority**: The project constitution (`.ai/standards/constitution.md`) is **non-negotiable** within this analysis scope. Constitution conflicts are automatically CRITICAL and require adjustment of the spec, plan, or tasks—not dilution, reinterpretation, or silent ignoring of the principle. If a principle itself needs to change, that must occur in a separate, explicit constitution update outside `/speckit.analyze`.
-
-## Execution Steps
-
-### 1. Initialize Analysis Context
-
-Run `.specify/scripts/bash/check-prerequisites.sh --json --require-tasks --include-tasks` once from repo root and parse JSON for FEATURE_DIR and AVAILABLE_DOCS. Derive absolute paths:
-
-- SPEC = FEATURE_DIR/spec.md
-- PLAN = FEATURE_DIR/plan.md
-- TASKS = FEATURE_DIR/tasks.md
-- ADR = `docs/architecture.md` and/or feature-local decision files when present
-
-Abort with an error message if any required file is missing (instruct the user to run missing prerequisite command).
-For single quotes in args like "I'm Groot", use escape syntax: e.g 'I'\''m Groot' (or double-quote if possible: "I'm Groot").
-
-### 2. Load Artifacts (Progressive Disclosure)
-
-Load only the minimal necessary context from each artifact:
-
-**From `spec.md`:**
-
-- Overview/Context
-- Functional Requirements
-- Non-Functional Requirements
-- User Stories
-- Edge Cases (if present)
-
-**From `plan.md`:**
-
-- Architecture/stack choices
-- Data Model references
-- Phases
-- Technical constraints
-- ADR references or emitted decisions
-
-**From `tasks.md`:**
-
-- Task IDs
-- Descriptions
-- Phase grouping
-- Parallel markers [P]
-- Referenced file paths
-- Guardrail summaries derived from `@RATIONALE` / `@REJECTED`
-
-**From ADR sources:**
-
-- `[DEF:id:ADR]` nodes
-- `@RATIONALE`
-- `@REJECTED`
-- `@RELATION`
-
-**From constitution:**
-
-- Load `.ai/standards/constitution.md` for principle validation
-- Load `.ai/standards/semantics.md` for technical standard validation
-
-### 3. Build Semantic Models
-
-Create internal representations (do not include raw artifacts in output):
-
-- **Requirements inventory**: Each functional + non-functional requirement with a stable key (derive slug based on imperative phrase; e.g., "User can upload file" → `user-can-upload-file`)
-- **User story/action inventory**: Discrete user actions with acceptance criteria
-- **Task coverage mapping**: Map each task to one or more requirements or stories (inference by keyword / explicit reference patterns like IDs or key phrases)
-- **Constitution rule set**: Extract principle names and MUST/SHOULD normative statements
-- **Decision-memory inventory**: ADR ids, accepted paths, rejected paths, and the tasks/contracts expected to inherit them
-
-### 4. Detection Passes (Token-Efficient Analysis)
-
-Focus on high-signal findings. Limit to 50 findings total; aggregate remainder in overflow summary.
-
-#### A. Duplication Detection
-
-- Identify near-duplicate requirements
-- Mark lower-quality phrasing for consolidation
-
-#### B. Ambiguity Detection
-
-- Flag vague adjectives (fast, scalable, secure, intuitive, robust) lacking measurable criteria
-- Flag unresolved placeholders (TODO, TKTK, ???, `<placeholder>`, etc.)
-
-#### C. Underspecification
-
-- Requirements with verbs but missing object or measurable outcome
-- User stories missing acceptance criteria alignment
-- Tasks referencing files or components not defined in spec/plan
-
-#### D. Constitution Alignment
-
-- Any requirement or plan element conflicting with a MUST principle
-- Missing mandated sections or quality gates from constitution
-
-#### E. Coverage Gaps
-
-- Requirements with zero associated tasks
-- Tasks with no mapped requirement/story
-- Non-functional requirements not reflected in tasks (e.g., performance, security)
-
-#### F. Inconsistency
-
-- Terminology drift (same concept named differently across files)
-- Data entities referenced in plan but absent in spec (or vice versa)
-- Task ordering contradictions (e.g., integration tasks before foundational setup tasks without dependency note)
-- Conflicting requirements (e.g., one requires Next.js while other specifies Vue)
-
-#### G. Decision-Memory Drift
-
-- ADR exists in planning but has no downstream task guardrail
-- Task carries a guardrail with no upstream ADR or plan rationale
-- Task text accidentally schedules an ADR-rejected path
-- Missing preventive `@RATIONALE` / `@REJECTED` summaries for known traps
-- Rejected-path notes that contradict later plan or task language without explicit decision revision
-
-### 5. Severity Assignment
-
-Use this heuristic to prioritize findings:
-
-- **CRITICAL**: Violates constitution MUST, missing core spec artifact, missing blocking ADR, rejected path scheduled as work, or requirement with zero coverage that blocks baseline functionality
-- **HIGH**: Duplicate or conflicting requirement, ambiguous security/performance attribute, untestable acceptance criterion, ADR guardrail drift
-- **MEDIUM**: Terminology drift, missing non-functional task coverage, underspecified edge case, incomplete decision-memory propagation
-- **LOW**: Style/wording improvements, minor redundancy not affecting execution order
-
-### 6. Produce Compact Analysis Report
-
-Output a Markdown report (no file writes) with the following structure:
-
-## Specification Analysis Report
-
-| ID | Category | Severity | Location(s) | Summary | Recommendation |
-|----|----------|----------|-------------|---------|----------------|
-| A1 | Duplication | HIGH | spec.md:L120-134 | Two similar requirements ... | Merge phrasing; keep clearer version |
-
-(Add one row per finding; generate stable IDs prefixed by category initial.)
-
-**Coverage Summary Table:**
-
-| Requirement Key | Has Task? | Task IDs | Notes |
-|-----------------|-----------|----------|-------|
-
-**Decision Memory Summary Table:**
-
-| ADR / Guardrail | Present in Plan | Propagated to Tasks | Rejected Path Protected | Notes |
-|-----------------|-----------------|---------------------|-------------------------|-------|
-
-**Constitution Alignment Issues:** (if any)
-
-**Unmapped Tasks:** (if any)
-
-**Metrics:**
-
-- Total Requirements
-- Total Tasks
-- Coverage % (requirements with >=1 task)
-- Ambiguity Count
-- Duplication Count
-- Critical Issues Count
-- ADR Count
-- Guardrail Drift Count
-
-### 7. Provide Next Actions
-
-At end of report, output a concise Next Actions block:
-
-- If CRITICAL issues exist: Recommend resolving before `/speckit.implement`
-- If only LOW/MEDIUM: User may proceed, but provide improvement suggestions
-- Provide explicit command suggestions: e.g., "Run /speckit.specify with refinement", "Run /speckit.plan to adjust architecture", "Manually edit tasks.md to add coverage for 'performance-metrics'"
-
-### 8. Offer Remediation
-
-Ask the user: "Would you like me to suggest concrete remediation edits for the top N issues?" (Do NOT apply them automatically.)
-
-## Operating Principles
-
-### Context Efficiency
-
-- **Minimal high-signal tokens**: Focus on actionable findings, not exhaustive documentation
-- **Progressive disclosure**: Load artifacts incrementally; don't dump all content into analysis
-- **Token-efficient output**: Limit findings table to 50 rows; summarize overflow
-- **Deterministic results**: Rerunning without changes should produce consistent IDs and counts
-
-### Analysis Guidelines
-
-- **NEVER modify files** (this is read-only analysis)
-- **NEVER hallucinate missing sections** (if absent, report them accurately)
-- **Prioritize constitution violations** (these are always CRITICAL)
-- **Use examples over exhaustive rules** (cite specific instances, not generic patterns)
-- **Report zero issues gracefully** (emit success report with coverage statistics)
-- **Treat missing ADR propagation as a real defect, not a documentation nit**
-
-## Context
-
-$ARGUMENTS

.kilo/workflows/speckit.clarify.md

@@ -1,181 +0,0 @@
----
-description: Identify underspecified areas in the current feature spec by asking up to 5 highly targeted clarification questions and encoding answers back into the spec.
-handoffs: 
-  - label: Build Technical Plan
-    agent: speckit.plan
-    prompt: Create a plan for the spec. I am building with...
----
-
-## User Input
-
-```text
-$ARGUMENTS
-```
-
-You **MUST** consider the user input before proceeding (if not empty).
-
-## Outline
-
-Goal: Detect and reduce ambiguity or missing decision points in the active feature specification and record the clarifications directly in the spec file.
-
-Note: This clarification workflow is expected to run (and be completed) BEFORE invoking `/speckit.plan`. If the user explicitly states they are skipping clarification (e.g., exploratory spike), you may proceed, but must warn that downstream rework risk increases.
-
-Execution steps:
-
-1. Run `.specify/scripts/bash/check-prerequisites.sh --json --paths-only` from repo root **once** (combined `--json --paths-only` mode / `-Json -PathsOnly`). Parse minimal JSON payload fields:
-   - `FEATURE_DIR`
-   - `FEATURE_SPEC`
-   - (Optionally capture `IMPL_PLAN`, `TASKS` for future chained flows.)
-   - If JSON parsing fails, abort and instruct user to re-run `/speckit.specify` or verify feature branch environment.
-   - For single quotes in args like "I'm Groot", use escape syntax: e.g 'I'\''m Groot' (or double-quote if possible: "I'm Groot").
-
-2. Load the current spec file. Perform a structured ambiguity & coverage scan using this taxonomy. For each category, mark status: Clear / Partial / Missing. Produce an internal coverage map used for prioritization (do not output raw map unless no questions will be asked).
-
-   Functional Scope & Behavior:
-   - Core user goals & success criteria
-   - Explicit out-of-scope declarations
-   - User roles / personas differentiation
-
-   Domain & Data Model:
-   - Entities, attributes, relationships
-   - Identity & uniqueness rules
-   - Lifecycle/state transitions
-   - Data volume / scale assumptions
-
-   Interaction & UX Flow:
-   - Critical user journeys / sequences
-   - Error/empty/loading states
-   - Accessibility or localization notes
-
-   Non-Functional Quality Attributes:
-   - Performance (latency, throughput targets)
-   - Scalability (horizontal/vertical, limits)
-   - Reliability & availability (uptime, recovery expectations)
-   - Observability (logging, metrics, tracing signals)
-   - Security & privacy (authN/Z, data protection, threat assumptions)
-   - Compliance / regulatory constraints (if any)
-
-   Integration & External Dependencies:
-   - External services/APIs and failure modes
-   - Data import/export formats
-   - Protocol/versioning assumptions
-
-   Edge Cases & Failure Handling:
-   - Negative scenarios
-   - Rate limiting / throttling
-   - Conflict resolution (e.g., concurrent edits)
-
-   Constraints & Tradeoffs:
-   - Technical constraints (language, storage, hosting)
-   - Explicit tradeoffs or rejected alternatives
-
-   Terminology & Consistency:
-   - Canonical glossary terms
-   - Avoided synonyms / deprecated terms
-
-   Completion Signals:
-   - Acceptance criteria testability
-   - Measurable Definition of Done style indicators
-
-   Misc / Placeholders:
-   - TODO markers / unresolved decisions
-   - Ambiguous adjectives ("robust", "intuitive") lacking quantification
-
-   For each category with Partial or Missing status, add a candidate question opportunity unless:
-   - Clarification would not materially change implementation or validation strategy
-   - Information is better deferred to planning phase (note internally)
-
-3. Generate (internally) a prioritized queue of candidate clarification questions (maximum 5). Do NOT output them all at once. Apply these constraints:
-    - Maximum of 10 total questions across the whole session.
-    - Each question must be answerable with EITHER:
-       - A short multiple‑choice selection (2–5 distinct, mutually exclusive options), OR
-       - A one-word / short‑phrase answer (explicitly constrain: "Answer in <=5 words").
-    - Only include questions whose answers materially impact architecture, data modeling, task decomposition, test design, UX behavior, operational readiness, or compliance validation.
-    - Ensure category coverage balance: attempt to cover the highest impact unresolved categories first; avoid asking two low-impact questions when a single high-impact area (e.g., security posture) is unresolved.
-    - Exclude questions already answered, trivial stylistic preferences, or plan-level execution details (unless blocking correctness).
-    - Favor clarifications that reduce downstream rework risk or prevent misaligned acceptance tests.
-    - If more than 5 categories remain unresolved, select the top 5 by (Impact * Uncertainty) heuristic.
-
-4. Sequential questioning loop (interactive):
-    - Present EXACTLY ONE question at a time.
-    - For multiple‑choice questions:
-       - **Analyze all options** and determine the **most suitable option** based on:
-          - Best practices for the project type
-          - Common patterns in similar implementations
-          - Risk reduction (security, performance, maintainability)
-          - Alignment with any explicit project goals or constraints visible in the spec
-       - Present your **recommended option prominently** at the top with clear reasoning (1-2 sentences explaining why this is the best choice).
-       - Format as: `**Recommended:** Option [X] - <reasoning>`
-       - Then render all options as a Markdown table:
-
-       | Option | Description |
-       |--------|-------------|
-       | A | <Option A description> |
-       | B | <Option B description> |
-       | C | <Option C description> (add D/E as needed up to 5) |
-       | Short | Provide a different short answer (<=5 words) (Include only if free-form alternative is appropriate) |
-
-       - After the table, add: `You can reply with the option letter (e.g., "A"), accept the recommendation by saying "yes" or "recommended", or provide your own short answer.`
-    - For short‑answer style (no meaningful discrete options):
-       - Provide your **suggested answer** based on best practices and context.
-       - Format as: `**Suggested:** <your proposed answer> - <brief reasoning>`
-       - Then output: `Format: Short answer (<=5 words). You can accept the suggestion by saying "yes" or "suggested", or provide your own answer.`
-    - After the user answers:
-       - If the user replies with "yes", "recommended", or "suggested", use your previously stated recommendation/suggestion as the answer.
-       - Otherwise, validate the answer maps to one option or fits the <=5 word constraint.
-       - If ambiguous, ask for a quick disambiguation (count still belongs to same question; do not advance).
-       - Once satisfactory, record it in working memory (do not yet write to disk) and move to the next queued question.
-    - Stop asking further questions when:
-       - All critical ambiguities resolved early (remaining queued items become unnecessary), OR
-       - User signals completion ("done", "good", "no more"), OR
-       - You reach 5 asked questions.
-    - Never reveal future queued questions in advance.
-    - If no valid questions exist at start, immediately report no critical ambiguities.
-
-5. Integration after EACH accepted answer (incremental update approach):
-    - Maintain in-memory representation of the spec (loaded once at start) plus the raw file contents.
-    - For the first integrated answer in this session:
-       - Ensure a `## Clarifications` section exists (create it just after the highest-level contextual/overview section per the spec template if missing).
-       - Under it, create (if not present) a `### Session YYYY-MM-DD` subheading for today.
-    - Append a bullet line immediately after acceptance: `- Q: <question> → A: <final answer>`.
-    - Then immediately apply the clarification to the most appropriate section(s):
-       - Functional ambiguity → Update or add a bullet in Functional Requirements.
-       - User interaction / actor distinction → Update User Stories or Actors subsection (if present) with clarified role, constraint, or scenario.
-       - Data shape / entities → Update Data Model (add fields, types, relationships) preserving ordering; note added constraints succinctly.
-       - Non-functional constraint → Add/modify measurable criteria in Non-Functional / Quality Attributes section (convert vague adjective to metric or explicit target).
-       - Edge case / negative flow → Add a new bullet under Edge Cases / Error Handling (or create such subsection if template provides placeholder for it).
-       - Terminology conflict → Normalize term across spec; retain original only if necessary by adding `(formerly referred to as "X")` once.
-    - If the clarification invalidates an earlier ambiguous statement, replace that statement instead of duplicating; leave no obsolete contradictory text.
-    - Save the spec file AFTER each integration to minimize risk of context loss (atomic overwrite).
-    - Preserve formatting: do not reorder unrelated sections; keep heading hierarchy intact.
-    - Keep each inserted clarification minimal and testable (avoid narrative drift).
-
-6. Validation (performed after EACH write plus final pass):
-   - Clarifications session contains exactly one bullet per accepted answer (no duplicates).
-   - Total asked (accepted) questions ≤ 5.
-   - Updated sections contain no lingering vague placeholders the new answer was meant to resolve.
-   - No contradictory earlier statement remains (scan for now-invalid alternative choices removed).
-   - Markdown structure valid; only allowed new headings: `## Clarifications`, `### Session YYYY-MM-DD`.
-   - Terminology consistency: same canonical term used across all updated sections.
-
-7. Write the updated spec back to `FEATURE_SPEC`.
-
-8. Report completion (after questioning loop ends or early termination):
-   - Number of questions asked & answered.
-   - Path to updated spec.
-   - Sections touched (list names).
-   - Coverage summary table listing each taxonomy category with Status: Resolved (was Partial/Missing and addressed), Deferred (exceeds question quota or better suited for planning), Clear (already sufficient), Outstanding (still Partial/Missing but low impact).
-   - If any Outstanding or Deferred remain, recommend whether to proceed to `/speckit.plan` or run `/speckit.clarify` again later post-plan.
-   - Suggested next command.
-
-Behavior rules:
-
-- If no meaningful ambiguities found (or all potential questions would be low-impact), respond: "No critical ambiguities detected worth formal clarification." and suggest proceeding.
-- If spec file missing, instruct user to run `/speckit.specify` first (do not create a new spec here).
-- Never exceed 5 total asked questions (clarification retries for a single question do not count as new questions).
-- Avoid speculative tech stack questions unless the absence blocks functional clarity.
-- Respect user early termination signals ("stop", "done", "proceed").
-- If no questions asked due to full coverage, output a compact coverage summary (all categories Clear) then suggest advancing.
-- If quota reached with unresolved high-impact categories remaining, explicitly flag them under Deferred with rationale.
-
-Context for prioritization: $ARGUMENTS

.kilo/workflows/speckit.constitution.md

@@ -1,82 +0,0 @@
----
-description: Create or update the project constitution from interactive or provided principle inputs, ensuring all dependent templates stay in sync.
-handoffs: 
-  - label: Build Specification
-    agent: speckit.specify
-    prompt: Implement the feature specification based on the updated constitution. I want to build...
----
-
-## User Input
-
-```text
-$ARGUMENTS
-```
-
-You **MUST** consider the user input before proceeding (if not empty).
-
-## Outline
-
-You are updating the project constitution at `.ai/standards/constitution.md`. This file is a TEMPLATE containing placeholder tokens in square brackets (e.g. `[PROJECT_NAME]`, `[PRINCIPLE_1_NAME]`). Your job is to (a) collect/derive concrete values, (b) fill the template precisely, and (c) propagate any amendments across dependent artifacts.
-
-Follow this execution flow:
-
-1. Load the existing constitution template at `.ai/standards/constitution.md`.
-   - Identify every placeholder token of the form `[ALL_CAPS_IDENTIFIER]`.
-   **IMPORTANT**: The user might require less or more principles than the ones used in the template. If a number is specified, respect that - follow the general template. You will update the doc accordingly.
-
-2. Collect/derive values for placeholders:
-   - If user input (conversation) supplies a value, use it.
-   - Otherwise infer from existing repo context (README, docs, prior constitution versions if embedded).
-   - For governance dates: `RATIFICATION_DATE` is the original adoption date (if unknown ask or mark TODO), `LAST_AMENDED_DATE` is today if changes are made, otherwise keep previous.
-   - `CONSTITUTION_VERSION` must increment according to semantic versioning rules:
-     - MAJOR: Backward incompatible governance/principle removals or redefinitions.
-     - MINOR: New principle/section added or materially expanded guidance.
-     - PATCH: Clarifications, wording, typo fixes, non-semantic refinements.
-   - If version bump type ambiguous, propose reasoning before finalizing.
-
-3. Draft the updated constitution content:
-   - Replace every placeholder with concrete text (no bracketed tokens left except intentionally retained template slots that the project has chosen not to define yet—explicitly justify any left).
-   - Preserve heading hierarchy and comments can be removed once replaced unless they still add clarifying guidance.
-   - Ensure each Principle section: succinct name line, paragraph (or bullet list) capturing non‑negotiable rules, explicit rationale if not obvious.
-   - Ensure Governance section lists amendment procedure, versioning policy, and compliance review expectations.
-
-4. Consistency propagation checklist (convert prior checklist into active validations):
-   - Read `.specify/templates/plan-template.md` and ensure any "Constitution Check" or rules align with updated principles.
-   - Read `.specify/templates/spec-template.md` for scope/requirements alignment—update if constitution adds/removes mandatory sections or constraints.
-   - Read `.specify/templates/tasks-template.md` and ensure task categorization reflects new or removed principle-driven task types (e.g., observability, versioning, testing discipline).
-   - Read each command file in `.specify/templates/commands/*.md` (including this one) to verify no outdated references (agent-specific names like CLAUDE only) remain when generic guidance is required.
-   - Read any runtime guidance docs (e.g., `README.md`, `docs/quickstart.md`, or agent-specific guidance files if present). Update references to principles changed.
-
-5. Produce a Sync Impact Report (prepend as an HTML comment at top of the constitution file after update):
-   - Version change: old → new
-   - List of modified principles (old title → new title if renamed)
-   - Added sections
-   - Removed sections
-   - Templates requiring updates (✅ updated / ⚠ pending) with file paths
-   - Follow-up TODOs if any placeholders intentionally deferred.
-
-6. Validation before final output:
-   - No remaining unexplained bracket tokens.
-   - Version line matches report.
-   - Dates ISO format YYYY-MM-DD.
-   - Principles are declarative, testable, and free of vague language ("should" → replace with MUST/SHOULD rationale where appropriate).
-
-7. Write the completed constitution back to `.ai/standards/constitution.md` (overwrite).
-
-8. Output a final summary to the user with:
-   - New version and bump rationale.
-   - Any files flagged for manual follow-up.
-   - Suggested commit message (e.g., `docs: amend constitution to vX.Y.Z (principle additions + governance update)`).
-
-Formatting & Style Requirements:
-
-- Use Markdown headings exactly as in the template (do not demote/promote levels).
-- Wrap long rationale lines to keep readability (<100 chars ideally) but do not hard enforce with awkward breaks.
-- Keep a single blank line between sections.
-- Avoid trailing whitespace.
-
-If the user supplies partial updates (e.g., only one principle revision), still perform validation and version decision steps.
-
-If critical info missing (e.g., ratification date truly unknown), insert `TODO(<FIELD_NAME>): explanation` and include in the Sync Impact Report under deferred items.
-
-Do not create a new template; always operate on the existing `.ai/standards/constitution.md` file.

.kilo/workflows/speckit.implement.md

@@ -1,203 +0,0 @@
----
-description: Execute the implementation plan by processing and executing all tasks defined in tasks.md
-handoffs:
-  - label: Audit & Verify (Tester)
-    agent: tester
-    prompt: Perform semantic audit, algorithm emulation, and unit test verification for the completed tasks.
-    send: true
-  - label: Orchestration Control
-    agent: orchestrator
-    prompt: Review Tester's feedback and coordinate next steps.
-    send: true
----
-
-## User Input
-
-```text
-$ARGUMENTS
-```
-
-You **MUST** consider the user input before proceeding (if not empty).
-
-## Outline
-
-1. Run `.specify/scripts/bash/check-prerequisites.sh --json --require-tasks --include-tasks` from repo root and parse FEATURE_DIR and AVAILABLE_DOCS list. All paths must be absolute. For single quotes in args like "I'm Groot", use escape syntax: e.g 'I'\''m Groot' (or double-quote if possible: "I'm Groot").
-
-2. **Check checklists status** (if FEATURE_DIR/checklists/ exists):
-   - Scan all checklist files in the checklists/ directory
-   - For each checklist, count:
-     - Total items: All lines matching `- [ ]` or `- [X]` or `- [x]`
-     - Completed items: Lines matching `- [X]` or `- [x]`
-     - Incomplete items: Lines matching `- [ ]`
-   - Create a status table:
-
-     ```text
-     | Checklist | Total | Completed | Incomplete | Status |
-     |-----------|-------|-----------|------------|--------|
-     | ux.md     | 12    | 12        | 0          | ✓ PASS |
-     | test.md   | 8     | 5         | 3          | ✗ FAIL |
-     | security.md | 6   | 6         | 0          | ✓ PASS |
-     ```
-
-   - Calculate overall status:
-     - **PASS**: All checklists have 0 incomplete items
-     - **FAIL**: One or more checklists have incomplete items
-
-   - **If any checklist is incomplete**:
-     - Display the table with incomplete item counts
-     - **STOP** and ask: "Some checklists are incomplete. Do you want to proceed with implementation anyway? (yes/no)"
-     - Wait for user response before continuing
-     - If user says "no" or "wait" or "stop", halt execution
-     - If user says "yes" or "proceed" or "continue", proceed to step 3
-
-   - **If all checklists are complete**:
-     - Display the table showing all checklists passed
-     - Automatically proceed to step 3
-
-3. Load and analyze the implementation context:
-   - **REQUIRED**: Read `.ai/standards/semantics.md` for strict coding standards and contract requirements
-   - **REQUIRED**: Read `tasks.md` for the complete task list and execution plan
-   - **REQUIRED**: Read `plan.md` for tech stack, architecture, and file structure
-   - **REQUIRED IF PRESENT**: Read ADR artifacts containing `[DEF:id:ADR]` nodes and build a blocked-path inventory from `@REJECTED`
-   - **IF EXISTS**: Read `data-model.md` for entities and relationships
-   - **IF EXISTS**: Read `contracts/` for API specifications and test requirements
-   - **IF EXISTS**: Read `research.md` for technical decisions and constraints
-   - **IF EXISTS**: Read `quickstart.md` for integration scenarios
-
-4. **Project Setup Verification**:
-   - **REQUIRED**: Create/verify ignore files based on actual project setup:
-
-   **Detection & Creation Logic**:
-   - Check if the following command succeeds to determine if the repository is a git repo (create/verify `.gitignore` if so):
-
-     ```sh
-     git rev-parse --git-dir 2>/dev/null
-     ```
-
-   - Check if Dockerfile* exists or Docker in `plan.md` → create/verify `.dockerignore`
-   - Check if `.eslintrc*` exists → create/verify `.eslintignore`
-   - Check if `eslint.config.*` exists → ensure the config's `ignores` entries cover required patterns
-   - Check if `.prettierrc*` exists → create/verify `.prettierignore`
-   - Check if `.npmrc` or `package.json` exists → create/verify `.npmignore` (if publishing)
-   - Check if terraform files (`*.tf`) exist → create/verify `.terraformignore`
-   - Check if `.helmignore` needed (helm charts present) → create/verify `.helmignore`
-
-   **If ignore file already exists**: Verify it contains essential patterns, append missing critical patterns only
-   **If ignore file missing**: Create with full pattern set for detected technology
-
-   **Common Patterns by Technology** (from `plan.md` tech stack):
-   - **Node.js/JavaScript/TypeScript**: `node_modules/`, `dist/`, `build/`, `*.log`, `.env*`
-   - **Python**: `__pycache__/`, `*.pyc`, `.venv/`, `venv/`, `dist/`, `*.egg-info/`
-   - **Java**: `target/`, `*.class`, `*.jar`, `.gradle/`, `build/`
-   - **C#/.NET**: `bin/`, `obj/`, `*.user`, `*.suo`, `packages/`
-   - **Go**: `*.exe`, `*.test`, `vendor/`, `*.out`
-   - **Ruby**: `.bundle/`, `log/`, `tmp/`, `*.gem`, `vendor/bundle/`
-   - **PHP**: `vendor/`, `*.log`, `*.cache`, `*.env`
-   - **Rust**: `target/`, `debug/`, `release/`, `*.rs.bk`, `*.rlib`, `*.prof*`, `.idea/`, `*.log`, `.env*`
-   - **Kotlin**: `build/`, `out/`, `.gradle/`, `.idea/`, `*.class`, `*.jar`, `*.iml`, `*.log`, `.env*`
-   - **C++**: `build/`, `bin/`, `obj/`, `out/`, `*.o`, `*.so`, `*.a`, `*.exe`, `*.dll`, `.idea/`, `*.log`, `.env*`
-   - **C**: `build/`, `bin/`, `obj/`, `out/`, `*.o`, `*.a`, `*.so`, `*.exe`, `Makefile`, `config.log`, `.idea/`, `*.log`, `.env*`
-   - **Swift**: `.build/`, `DerivedData/`, `*.swiftpm/`, `Packages/`
-   - **R**: `.Rproj.user/`, `.Rhistory`, `.RData`, `.Ruserdata`, `*.Rproj`, `packrat/`, `renv/`
-   - **Universal**: `.DS_Store`, `Thumbs.db`, `*.tmp`, `*.swp`, `.vscode/`, `.idea/`
-
-   **Tool-Specific Patterns**:
-   - **Docker**: `node_modules/`, `.git/`, `Dockerfile*`, `.dockerignore`, `*.log*`, `.env*`, `coverage/`
-   - **ESLint**: `node_modules/`, `dist/`, `build/`, `coverage/`, `*.min.js`
-   - **Prettier**: `node_modules/`, `dist/`, `build/`, `coverage/`, `package-lock.json`, `yarn.lock`, `pnpm-lock.yaml`
-   - **Terraform**: `.terraform/`, `*.tfstate*`, `*.tfvars`, `.terraform.lock.hcl`
-   - **Kubernetes/k8s**: `*.secret.yaml`, `secrets/`, `.kube/`, `kubeconfig*`, `*.key`, `*.crt`
-
-5. Parse `tasks.md` structure and extract:
-   - **Task phases**: Setup, Tests, Core, Integration, Polish
-   - **Task dependencies**: Sequential vs parallel execution rules
-   - **Task details**: ID, description, file paths, parallel markers [P]
-   - **Execution flow**: Order and dependency requirements
-   - **Decision-memory requirements**: which tasks inherit ADR ids, `@RATIONALE`, and `@REJECTED` guardrails
-
-6. Execute implementation following the task plan:
-   - **Phase-by-phase execution**: Complete each phase before moving to the next
-   - **Respect dependencies**: Run sequential tasks in order, parallel tasks [P] can run together  
-   - **Follow TDD approach**: Execute test tasks before their corresponding implementation tasks
-   - **File-based coordination**: Tasks affecting the same files must run sequentially
-   - **Validation checkpoints**: Verify each phase completion before proceeding
-   - **ADR guardrail discipline**: if a task packet or local contract forbids a path via `@REJECTED`, do not treat it as an implementation option
-
-7. Implementation execution rules:
-   - **Strict Adherence**: Apply `.ai/standards/semantics.md` rules:
-     - Every file MUST start with a `[DEF:id:Type]` header and end with a matching closing `[/DEF:id:Type]` anchor.
-     - Use `@COMPLEXITY` / `@C:` as the primary control tag; treat `@TIER` only as legacy compatibility metadata.
-     - Contract density MUST match effective complexity from [`.ai/standards/semantics.md`](.ai/standards/semantics.md):
-       - Complexity 1: anchors only.
-       - Complexity 2: require `@PURPOSE`.
-       - Complexity 3: require `@PURPOSE` and `@RELATION`.
-       - Complexity 4: require `@PURPOSE`, `@RELATION`, `@PRE`, `@POST`, `@SIDE_EFFECT`.
-       - Complexity 5: require full level-4 contract plus `@DATA_CONTRACT` and `@INVARIANT`.
-     - For Python Complexity 4+ modules, implementation MUST include a meaningful semantic logging path using `logger.reason()` and `logger.reflect()`.
-     - For Python Complexity 5 modules, `belief_scope(...)` is mandatory and the critical path must be irrigated with `logger.reason()` / `logger.reflect()` according to the contract.
-     - For Svelte components, require `@UX_STATE`, `@UX_FEEDBACK`, `@UX_RECOVERY`, and `@UX_REACTIVITY`; runes-only reactivity is allowed (`$state`, `$derived`, `$effect`, `$props`).
-     - Reject pseudo-semantic markup: docstrings containing loose `@PURPOSE` / `@PRE` text do **NOT** satisfy the protocol unless represented in canonical anchored metadata blocks.
-     - Preserve and propagate decision-memory tags. Upstream `@RATIONALE` / `@REJECTED` are mandatory when carried by the task packet or contract.
-     - If `logger.explore()` or equivalent runtime evidence leads to a retained workaround, mutate the same contract header with reactive Micro-ADR tags: `@RATIONALE` and `@REJECTED`.
-   - **Self-Audit**: The Coder MUST use `axiom-core` tools (like `audit_contracts_tool`) to verify semantic compliance before completion.
-   - **Semantic Rejection Gate**: If self-audit reveals broken anchors, missing closing tags, missing required metadata for the effective complexity, orphaned critical classes/functions, Complexity 4/5 Python code without required belief-state logging, or retained workarounds without decision-memory tags, the task is NOT complete and cannot be handed off as accepted work.
-   - **CRITICAL Contracts**: If a task description contains a contract summary (e.g., `CRITICAL: PRE: ..., POST: ...`), these constraints are **MANDATORY** and must be strictly implemented in the code using guards/assertions (if applicable per protocol).
-   - **Setup first**: Initialize project structure, dependencies, configuration
-   - **Tests before code**: If you need to write tests for contracts, entities, and integration scenarios
-   - **Core development**: Implement models, services, CLI commands, endpoints
-   - **Integration work**: Database connections, middleware, logging, external services
-   - **Polish and validation**: Unit tests, performance optimization, documentation
-
-8. Progress tracking and error handling:
-   - Report progress after each completed task.
-   - Halt execution if any non-parallel task fails.
-   - For parallel tasks [P], continue with successful tasks, report failed ones.
-   - Provide clear error messages with context for debugging.
-   - Suggest next steps if implementation cannot proceed.
-   - **IMPORTANT** For completed tasks, mark as [X] only AFTER local verification and self-audit.
-   - If blocked because the only apparent fix is listed in upstream `@REJECTED`, escalate for decision revision instead of silently overriding the guardrail.
-
-9. **Handoff to Tester (Audit Loop)**:
-   - Once a task or phase is complete, the Coder hands off to the Tester.
-   - Handoff includes: file paths, declared complexity, expected contracts (`@PRE`, `@POST`, `@SIDE_EFFECT`, `@DATA_CONTRACT`, `@INVARIANT` when applicable), and a short logic overview.
-   - Handoff MUST explicitly disclose any contract exceptions or known semantic debt. Hidden semantic debt is forbidden.
-   - Handoff MUST disclose decision-memory changes: inherited ADR ids, new or updated `@RATIONALE`, new or updated `@REJECTED`, and any blocked paths that remain active.
-   - The handoff payload MUST instruct the Tester to execute the dedicated testing workflow [`.kilocode/workflows/speckit.test.md`](.kilocode/workflows/speckit.test.md), not just perform an informal review.
-
-10. **Tester Verification & Orchestrator Gate**:
-   - Tester MUST:
-     - Explicitly run the [`.kilocode/workflows/speckit.test.md`](.kilocode/workflows/speckit.test.md) workflow as the verification procedure for the delivered implementation batch.
-     - Perform mandatory semantic audit (using `audit_contracts_tool`).
-     - Reject code that only imitates the protocol superficially, such as free-form docstrings with `@PURPOSE` text but without canonical `[DEF]...[/DEF]` anchors and header metadata.
-     - Verify that effective complexity and required metadata match [`.ai/standards/semantics.md`](.ai/standards/semantics.md).
-     - Verify that Python Complexity 4/5 implementations include required belief-state instrumentation (`belief_scope`, `logger.reason()`, `logger.reflect()`).
-     - Verify that upstream rejected paths were not silently restored.
-     - Emulate algorithms "in mind" step-by-step to ensure logic consistency.
-     - Verify unit tests match the declared contracts.
-   - If Tester finds issues:
-     - Emit `[AUDIT_FAIL: semantic_noncompliance | contract_mismatch | logic_mismatch | test_mismatch | speckit_test_not_run | rejected_path_regression]`.
-     - Provide concrete file-path-based reasons, for example: missing anchors, module/class contract mismatch, missing `@DATA_CONTRACT`, missing `logger.reason()`, illegal docstring-only annotations, missing decision-memory tags, re-enabled upstream rejected path, or missing execution of [`.kilocode/workflows/speckit.test.md`](.kilocode/workflows/speckit.test.md).
-     - Notify the Orchestrator.
-     - Orchestrator redirects the feedback to the Coder for remediation.
-   - Orchestrator green-status rule:
-     - The Orchestrator MUST NOT assign green/accepted status unless the Tester confirms that [`.kilocode/workflows/speckit.test.md`](.kilocode/workflows/speckit.test.md) was executed.
-     - Missing execution evidence for [`.kilocode/workflows/speckit.test.md`](.kilocode/workflows/speckit.test.md) is an automatic gate failure even if the Tester verbally reports that the code "looks fine".
-   - Acceptance (Final mark [X]):
-     - Only after the Tester is satisfied with semantics, emulation, and tests.
-     - Any semantic audit warning relevant to touched files blocks acceptance until remediated or explicitly waived by the user.
-     - No final green status is allowed without explicit confirmation that [`.kilocode/workflows/speckit.test.md`](.kilocode/workflows/speckit.test.md) was run.
-
-11. Completion validation:
-    - Verify all required tasks are completed and accepted by the Tester.
-    - Check that implemented features match the original specification.
-    - Confirm the implementation follows the technical plan and GRACE standards.
-    - Confirm touched files do not contain protocol-invalid patterns such as:
-      - class/function-level docstring contracts standing in for canonical anchors,
-      - missing closing anchors,
-      - missing required metadata for declared complexity,
-      - Complexity 5 repository/service code using only `belief_scope(...)` without explicit `logger.reason()` / `logger.reflect()` checkpoints,
-      - retained workarounds missing local `@RATIONALE` / `@REJECTED`,
-      - silent resurrection of paths already blocked by upstream ADR or task guardrails.
-    - Report final status with summary of completed and audited work.
-
-Note: This command assumes a complete task breakdown exists in `tasks.md`. If tasks are incomplete or missing, suggest running `/speckit.tasks` first to regenerate the task list.

.kilo/workflows/speckit.plan.md

@@ -1,139 +0,0 @@
----
-description: Execute the implementation planning workflow using the plan template to generate design artifacts.
-handoffs: 
-  - label: Create Tasks
-    agent: speckit.tasks
-    prompt: Break the plan into tasks
-    send: true
-  - label: Create Checklist
-    agent: speckit.checklist
-    prompt: Create a checklist for the following domain...
----
-
-## User Input
-
-```text
-$ARGUMENTS
-```
-
-You **MUST** consider the user input before proceeding (if not empty).
-
-## Outline
-
-1. **Setup**: Run `.specify/scripts/bash/setup-plan.sh --json` from repo root and parse JSON for FEATURE_SPEC, IMPL_PLAN, SPECS_DIR, BRANCH. For single quotes in args like "I'm Groot", use escape syntax: e.g 'I'\''m Groot' (or double-quote if possible: "I'm Groot").
-
-2. **Load context**: Read `.ai/ROOT.md` and `.ai/PROJECT_MAP.md` to understand the project structure and navigation. Then read required standards: `.ai/standards/constitution.md` and `.ai/standards/semantics.md`. Load IMPL_PLAN template.
-
-3. **Execute plan workflow**: Follow the structure in IMPL_PLAN template to:
-   - Fill Technical Context (mark unknowns as "NEEDS CLARIFICATION")
-   - Fill Constitution Check section from constitution
-   - Evaluate gates (ERROR if violations unjustified)
-   - Phase 0: Generate `research.md` (resolve all NEEDS CLARIFICATION)
-   - Phase 1: Generate `data-model.md`, `contracts/`, `quickstart.md`
-   - Phase 1: Generate global ADR artifacts and connect them to the plan
-   - Phase 1: Update agent context by running the agent script
-   - Re-evaluate Constitution Check post-design
-
-4. **Stop and report**: Command ends after Phase 2 planning. Report branch, IMPL_PLAN path, generated artifacts, and ADR decisions created.
-
-## Phases
-
-### Phase 0: Outline & Research
-
-1. **Extract unknowns from Technical Context** above:
-   - For each NEEDS CLARIFICATION → research task
-   - For each dependency → best practices task
-   - For each integration → patterns task
-
-2. **Generate and dispatch research agents**:
-
-   ```text
-   For each unknown in Technical Context:
-     Task: "Research {unknown} for {feature context}"
-   For each technology choice:
-     Task: "Find best practices for {tech} in {domain}"
-   ```
-
-3. **Consolidate findings** in `research.md` using format:
-   - Decision: [what was chosen]
-   - Rationale: [why chosen]
-   - Alternatives considered: [what else evaluated]
-
-**Output**: `research.md` with all NEEDS CLARIFICATION resolved
-
-### Phase 1: Design, ADRs & Contracts
-
-**Prerequisites:** `research.md` complete
-
-0. **Validate Design against UX Reference**:
-   - Check if the proposed architecture supports the latency, interactivity, and flow defined in `ux_reference.md`.
-   - **Linkage**: Ensure key UI states from `ux_reference.md` map to Component Contracts (`@UX_STATE`).
-   - **CRITICAL**: If the technical plan compromises the UX (e.g. "We can't do real-time validation"), you **MUST STOP** and warn the user.
-
-1. **Extract entities from feature spec** → `data-model.md`:
-   - Entity name, fields, relationships, validation rules.
-
-2. **Generate Global ADRs (Decision Memory Root Layer)**:
-   - Read `spec.md`, `research.md`, and the technical context to identify repo-shaping decisions: storage, auth pattern, framework boundaries, integration patterns, deployment assumptions, failure strategy.
-   - For each durable architectural choice, emit a standalone semantic ADR block using `[DEF:DecisionId:ADR]`.
-   - Every ADR block MUST include:
-     - `@COMPLEXITY: 3` or `4` depending on blast radius
-     - `@PURPOSE`
-     - `@RATIONALE`
-     - `@REJECTED`
-     - `@RELATION` back to the originating spec/research/plan boundary or target module family
-   - Preferred destinations:
-     - `docs/architecture.md` for cross-cutting repository decisions
-     - feature-local design docs when the decision is feature-scoped
-     - root module headers only when the decision scope is truly local
-   - **Hard Gate**: do not continue to task decomposition until the blocking global decisions have been materialized as ADR nodes.
-   - **Anti-Regression Goal**: a later orchestrator must be able to read these ADRs and avoid creating tasks for rejected branches.
-
-3. **Design & Verify Contracts (Semantic Protocol)**:
-   - **Drafting**: Define semantic headers, metadata, and closing anchors for all new modules strictly from `.ai/standards/semantics.md`.
-   - **Complexity Classification**: Classify each contract with `@COMPLEXITY: [1|2|3|4|5]` or `@C:`. Treat `@TIER` only as a legacy compatibility hint and never as the primary rule source.
-   - **Adaptive Contract Requirements**:
-     - **Complexity 1**: anchors only; `@PURPOSE` optional.
-     - **Complexity 2**: require `@PURPOSE`.
-     - **Complexity 3**: require `@PURPOSE` and `@RELATION`; UI also requires `@UX_STATE`.
-     - **Complexity 4**: require `@PURPOSE`, `@RELATION`, `@PRE`, `@POST`, `@SIDE_EFFECT`; Python modules must define a meaningful `logger.reason()` / `logger.reflect()` path or equivalent belief-state mechanism.
-     - **Complexity 5**: require full level-4 contract plus `@DATA_CONTRACT` and `@INVARIANT`; Python modules must require `belief_scope`; UI modules must define UX contracts including `@UX_STATE`, `@UX_FEEDBACK`, `@UX_RECOVERY`, and `@UX_REACTIVITY`.
-   - **Decision-Memory Propagation**:
-     - If a module/function/component realizes or is constrained by an ADR, add local `@RATIONALE` and `@REJECTED` guardrails before coding begins.
-     - Use `@RELATION: IMPLEMENTS ->[AdrId]` when the contract realizes the ADR.
-     - Use `@RELATION: DEPENDS_ON ->[AdrId]` when the contract is merely constrained by the ADR.
-     - Record known LLM traps directly in the contract header so the implementer inherits the guardrail from the start.
-   - **Relation Syntax**: Write dependency edges in canonical GraphRAG form: `@RELATION: [PREDICATE] ->[TARGET_ID]`.
-   - **Context Guard**: If a target relation, DTO, required dependency, or decision rationale cannot be named confidently, stop generation and emit `[NEED_CONTEXT: target]` instead of inventing placeholders.
-   - **Testing Contracts**: Add `@TEST_CONTRACT`, `@TEST_SCENARIO`, `@TEST_FIXTURE`, `@TEST_EDGE`, and `@TEST_INVARIANT` when the design introduces audit-critical or explicitly test-governed contracts, especially for Complexity 5 boundaries.
-   - **Self-Review**:
-     - *Complexity Fit*: Does each contract include exactly the metadata and contract density required by its complexity level?
-     - *Completeness*: Do `@PRE`/`@POST`, `@SIDE_EFFECT`, `@DATA_CONTRACT`, UX tags, and decision-memory tags cover the edge cases identified in Research and UX Reference?
-     - *Connectivity*: Do `@RELATION` tags form a coherent graph using canonical `@RELATION: [PREDICATE] ->[TARGET_ID]` syntax?
-     - *Compliance*: Are all anchors properly opened and closed, and does the chosen comment syntax match the target medium?
-     - *Belief-State Requirements*: Do Complexity 4/5 Python modules explicitly account for `logger.reason()`, `logger.reflect()`, and `belief_scope` requirements?
-     - *ADR Continuity*: Does every blocking architectural decision have a corresponding ADR node and at least one downstream guarded contract?
-   - **Output**: Write verified contracts to `contracts/modules.md`.
-
-4. **Simulate Contract Usage**:
-   - Trace one key user scenario through the defined contracts to ensure data flow continuity.
-   - If a contract interface mismatch is found, fix it immediately.
-   - Verify that no traced path accidentally realizes an alternative already named in any ADR `@REJECTED` tag.
-
-5. **Generate API contracts**:
-   - Output OpenAPI/GraphQL schema to `/contracts/` for backend-frontend sync.
-
-6. **Agent context update**:
-   - Run `.specify/scripts/bash/update-agent-context.sh kilocode`
-   - These scripts detect which AI agent is in use
-   - Update the appropriate agent-specific context file
-   - Add only new technology from current plan
-   - Preserve manual additions between markers
-
-**Output**: `data-model.md`, `/contracts/*`, `quickstart.md`, ADR artifact(s), agent-specific file
-
-## Key rules
-
-- Use absolute paths
-- ERROR on gate failures or unresolved clarifications
-- Do not hand off to [`speckit.tasks`](.kilocode/workflows/speckit.tasks.md) until blocking ADRs exist and rejected branches are explicit

.kilo/workflows/speckit.semantics.md

@@ -1,92 +0,0 @@
----
-description: Maintain semantic integrity by generating maps and auditing compliance reports.
----
-
-## User Input
-
-```text
-$ARGUMENTS
-```
-
-You **MUST** consider the user input before proceeding (if not empty).
-
-## Goal
-
-Ensure the codebase adheres to the semantic standards defined in `.ai/standards/semantics.md` by using the AXIOM MCP semantic graph as the primary execution engine. This involves reindexing the workspace, measuring semantic health, auditing contract compliance, auditing decision-memory continuity, and optionally delegating contract-safe fixes through MCP-aware agents.
-
-## Operating Constraints
-
-1. **ROLE: Orchestrator**: You are responsible for the high-level coordination of semantic maintenance.
-2. **MCP-FIRST**: Use the connected AXIOM MCP server as the default mechanism for discovery, health checks, audit, semantic context, impact analysis, and contract mutation planning.
-3. **STRICT ADHERENCE**: Follow `.ai/standards/semantics.md` for all anchor and tag syntax.
-4. **NON-DESTRUCTIVE**: Do not remove existing code logic; only add or update semantic annotations.
-5. **TIER AWARENESS**: Prioritize CRITICAL and STANDARD modules for compliance fixes.
-6. **NO PSEUDO-CONTRACTS (CRITICAL)**: You are STRICTLY FORBIDDEN from using automated scripts (e.g., Python/Bash/sed) to mechanically inject boilerplate, placeholders, or "pseudo-contracts" merely to artificially inflate the compliance score. Every semantic tag, anchor, and contract you add MUST reflect a genuine, deep understanding of the code's actual logic and business requirements.
-7. **ID NAMING (CRITICAL)**: NEVER use fully-qualified Python import paths in `[DEF:id:Type]`. Use short, domain-driven semantic IDs (e.g., `[DEF:AuthService:Class]`). Follow the exact style shown in `.ai/standards/semantics.md`.
-8. **ORPHAN PREVENTION**: To reduce the orphan count, you MUST physically wrap actual class and function definitions with `[DEF:id:Type] ... [/DEF]` blocks in the code. Modifying `@RELATION` tags does NOT fix orphans. The AST parser flags any unwrapped function as an orphan.
-   - **Exception for Tests**: In test modules, use `BINDS_TO` to link major helpers to the module root. Small helpers remain C1 and don't need relations.
-9. **DECISION-MEMORY CONTINUITY**: Audit ADR nodes, preventive task guardrails, and reactive Micro-ADR tags as one anti-regression chain. Missing or contradictory `@RATIONALE` / `@REJECTED` is a first-class semantic defect.
-
-## Execution Steps
-
-### 1. Reindex Semantic Workspace
-
-Use MCP to refresh the semantic graph for the current workspace with [`reindex_workspace_tool`](.kilo/mcp.json).
-
-### 2. Analyze Semantic Health
-
-Use [`workspace_semantic_health_tool`](.kilo/mcp.json) and capture:
-- `contracts`
-- `relations`
-- `orphans`
-- `unresolved_relations`
-- `files`
-
-Treat high orphan counts and unresolved relations as first-class health indicators, not just informational noise.
-
-### 3. Audit Critical Issues
-
-Use [`audit_contracts_tool`](.kilo/mcp.json) and classify findings into:
-- **Critical Parsing/Structure Errors**: malformed or incoherent semantic contract regions
-- **Critical Contract Gaps**: missing [`@DATA_CONTRACT`](.ai/standards/semantics.md), [`@PRE`](.ai/standards/semantics.md), [`@POST`](.ai/standards/semantics.md), [`@SIDE_EFFECT`](.ai/standards/semantics.md) on CRITICAL contracts
-- **Decision-Memory Gaps**:
-  - missing standalone `[DEF:id:ADR]` for repo-shaping decisions
-  - missing `@RATIONALE` / `@REJECTED` where task or implementation context clearly requires guardrails
-  - retained workaround code without local reactive Micro-ADR tags
-  - implementation that silently re-enables a path declared in upstream `@REJECTED`
-- **Coverage Gaps**: missing [`@TIER`](.ai/standards/semantics.md), missing [`@PURPOSE`](.ai/standards/semantics.md)
-- **Graph Breakages**: unresolved relations, broken references, isolated critical contracts, ADR nodes without downstream guarded contracts
-
-### 4. Build Remediation Context
-
-For the top failing contracts, use MCP semantic context tools such as [`get_semantic_context_tool`](.kilo/mcp.json), [`build_task_context_tool`](.kilo/mcp.json), [`impact_analysis_tool`](.kilo/mcp.json), and [`trace_tests_for_contract_tool`](.kilo/mcp.json) to understand:
-1. Local contract intent
-2. Upstream/downstream semantic impact
-3. Related tests and fixtures
-4. Whether relation recovery is needed
-5. Whether decision-memory continuity is broken between ADR, task contract, and implementation
-
-### 5. Execute Fixes (Optional/Handoff)
-
-If $ARGUMENTS contains `fix` or `apply`:
-- Handoff to the [`semantic`](.kilocodemodes) mode or a dedicated implementation agent instead of applying naive textual edits in orchestration.
-- Require the fixing agent to prefer MCP contract mutation tools such as [`simulate_patch_tool`](.kilo/mcp.json), [`guarded_patch_contract_tool`](.kilo/mcp.json), [`patch_contract_tool`](.kilo/mcp.json), and [`infer_missing_relations_tool`](.kilo/mcp.json).
-- Require the fixing agent to preserve or restore `@RATIONALE` / `@REJECTED` continuity whenever blocked-path knowledge exists.
-- After changes, re-run reindex, health, and audit MCP steps to verify the delta.
-
-### 6. Review Gate
-
-Before completion, request or perform an MCP-based review path aligned with the [`reviewer-agent-auditor`](.kilocodemodes) mode so the workflow produces a semantic PASS/FAIL gate, not just a remediation list.
-
-## Output
-
-Provide a summary of the semantic state:
-- **Health Metrics**: contracts / relations / orphans / unresolved_relations / files
-- **Status**: [PASS/FAIL] (FAIL if CRITICAL gaps, rejected-path regressions, or semantically significant unresolved relations exist)
-- **Top Issues**: List top 3-5 contracts or files needing attention.
-- **Decision Memory**: summarize missing ADRs, missing guardrails, and rejected-path regression risks.
-- **Action Taken**: Summary of MCP analysis performed, context gathered, and fixes or handoffs initiated.
-
-## Context
-
-$ARGUMENTS

.kilo/workflows/speckit.specify.md

@@ -1,279 +0,0 @@
----
-description: Create or update the feature specification from a natural language feature description.
-handoffs: 
-  - label: Build Technical Plan
-    agent: speckit.plan
-    prompt: Create a plan for the spec. I am building with...
-  - label: Clarify Spec Requirements
-    agent: speckit.clarify
-    prompt: Clarify specification requirements
-    send: true
----
-
-## User Input
-
-```text
-$ARGUMENTS
-```
-
-You **MUST** consider the user input before proceeding (if not empty).
-
-## Outline
-
-The text the user typed after `/speckit.specify` in the triggering message **is** the feature description. Assume you always have it available in this conversation even if `$ARGUMENTS` appears literally below. Do not ask the user to repeat it unless they provided an empty command.
-
-Given that feature description, do this:
-
-1. **Generate a concise short name** (2-4 words) for the branch:
-   - Analyze the feature description and extract the most meaningful keywords
-   - Create a 2-4 word short name that captures the essence of the feature
-   - Use action-noun format when possible (e.g., "add-user-auth", "fix-payment-bug")
-   - Preserve technical terms and acronyms (OAuth2, API, JWT, etc.)
-   - Keep it concise but descriptive enough to understand the feature at a glance
-   - Examples:
-     - "I want to add user authentication" → "user-auth"
-     - "Implement OAuth2 integration for the API" → "oauth2-api-integration"
-     - "Create a dashboard for analytics" → "analytics-dashboard"
-     - "Fix payment processing timeout bug" → "fix-payment-timeout"
-
-2. **Check for existing branches before creating new one**:
-
-   a. First, fetch all remote branches to ensure we have the latest information:
-
-      ```bash
-      git fetch --all --prune
-      ```
-
-   b. Find the highest feature number across all sources for the short-name:
-      - Remote branches: `git ls-remote --heads origin | grep -E 'refs/heads/[0-9]+-<short-name>$'`
-      - Local branches: `git branch | grep -E '^[* ]*[0-9]+-<short-name>$'`
-      - Specs directories: Check for directories matching `specs/[0-9]+-<short-name>`
-
-   c. Determine the next available number:
-      - Extract all numbers from all three sources
-      - Find the highest number N
-      - Use N+1 for the new branch number
-
-   d. Run the script `.specify/scripts/bash/create-new-feature.sh --json "$ARGUMENTS"` with the calculated number and short-name:
-      - Pass `--number N+1` and `--short-name "your-short-name"` along with the feature description
-      - Bash example: `.specify/scripts/bash/create-new-feature.sh --json "$ARGUMENTS" --json --number 5 --short-name "user-auth" "Add user authentication"`
-      - PowerShell example: `.specify/scripts/bash/create-new-feature.sh --json "$ARGUMENTS" -Json -Number 5 -ShortName "user-auth" "Add user authentication"`
-
-   **IMPORTANT**:
-   - Check all three sources (remote branches, local branches, specs directories) to find the highest number
-   - Only match branches/directories with the exact short-name pattern
-   - If no existing branches/directories found with this short-name, start with number 1
-   - You must only ever run this script once per feature
-   - The JSON is provided in the terminal as output - always refer to it to get the actual content you're looking for
-   - The JSON output will contain BRANCH_NAME and SPEC_FILE paths
-   - For single quotes in args like "I'm Groot", use escape syntax: e.g 'I'\''m Groot' (or double-quote if possible: "I'm Groot")
-
-3. Load `.specify/templates/spec-template.md` to understand required sections.
-
-4. **Generate UX Reference**:
-   
-   a. Load `.specify/templates/ux-reference-template.md`.
-   
-   b. **Design the User Experience**:
-      - **Imagine you are the user**: Visualize the interface and interaction.
-      - **Persona**: Define who is using this.
-      - **Happy Path**: Write the story of the perfect interaction.
-      - **Mockups**: Create concrete CLI text blocks or UI descriptions.
-      - **Errors**: Define how the system guides the user out of failure.
-   
-   c. Write the `ux_reference.md` file in the feature directory.
-   
-   d. **CRITICAL**: This UX Reference is now the source of truth for the "feel" of the feature. The technical spec MUST support this experience.
-
-5. Follow this execution flow:
-
-    1. Parse user description from Input
-       If empty: ERROR "No feature description provided"
-    2. Extract key concepts from description
-       Identify: actors, actions, data, constraints
-    3. For unclear aspects:
-       - Make informed guesses based on context and industry standards
-       - Only mark with [NEEDS CLARIFICATION: specific question] if:
-         - The choice significantly impacts feature scope or user experience
-         - Multiple reasonable interpretations exist with different implications
-         - No reasonable default exists
-       - **LIMIT: Maximum 3 [NEEDS CLARIFICATION] markers total**
-       - Prioritize clarifications by impact: scope > security/privacy > user experience > technical details
-    4. Fill User Scenarios & Testing section
-       If no clear user flow: ERROR "Cannot determine user scenarios"
-    5. Generate Functional Requirements
-       Each requirement must be testable
-       Use reasonable defaults for unspecified details (document assumptions in Assumptions section)
-    6. Define Success Criteria
-       Create measurable, technology-agnostic outcomes
-       Include both quantitative metrics (time, performance, volume) and qualitative measures (user satisfaction, task completion)
-       Each criterion must be verifiable without implementation details
-    7. Identify Key Entities (if data involved)
-    8. Return: SUCCESS (spec ready for planning)
-
-5. Write the specification to SPEC_FILE using the template structure, replacing placeholders with concrete details derived from the feature description (arguments) while preserving section order and headings.
-
-6. **Specification Quality Validation**: After writing the initial spec, validate it against quality criteria:
-
-   a. **Create Spec Quality Checklist**: Generate a checklist file at `FEATURE_DIR/checklists/requirements.md` using the checklist template structure with these validation items:
-
-      ```markdown
-      # Specification Quality Checklist: [FEATURE NAME]
-      
-      **Purpose**: Validate specification completeness and quality before proceeding to planning
-      **Created**: [DATE]
-      **Feature**: [Link to spec.md]
-      
-      ## Content Quality
-      
-      - [ ] No implementation details (languages, frameworks, APIs)
-      - [ ] Focused on user value and business needs
-      - [ ] Written for non-technical stakeholders
-      - [ ] All mandatory sections completed
-
-      ## UX Consistency
-      
-      - [ ] Functional requirements fully support the 'Happy Path' in ux_reference.md
-      - [ ] Error handling requirements match the 'Error Experience' in ux_reference.md
-      - [ ] No requirements contradict the defined User Persona or Context
-      
-      ## Requirement Completeness
-      
-      - [ ] No [NEEDS CLARIFICATION] markers remain
-      - [ ] Requirements are testable and unambiguous
-      - [ ] Success criteria are measurable
-      - [ ] Success criteria are technology-agnostic (no implementation details)
-      - [ ] All acceptance scenarios are defined
-      - [ ] Edge cases are identified
-      - [ ] Scope is clearly bounded
-      - [ ] Dependencies and assumptions identified
-      
-      ## Feature Readiness
-      
-      - [ ] All functional requirements have clear acceptance criteria
-      - [ ] User scenarios cover primary flows
-      - [ ] Feature meets measurable outcomes defined in Success Criteria
-      - [ ] No implementation details leak into specification
-      
-      ## Notes
-      
-      - Items marked incomplete require spec updates before `/speckit.clarify` or `/speckit.plan`
-      ```
-
-   b. **Run Validation Check**: Review the spec against each checklist item:
-      - For each item, determine if it passes or fails
-      - Document specific issues found (quote relevant spec sections)
-
-   c. **Handle Validation Results**:
-
-      - **If all items pass**: Mark checklist complete and proceed to step 6
-
-      - **If items fail (excluding [NEEDS CLARIFICATION])**:
-        1. List the failing items and specific issues
-        2. Update the spec to address each issue
-        3. Re-run validation until all items pass (max 3 iterations)
-        4. If still failing after 3 iterations, document remaining issues in checklist notes and warn user
-
-      - **If [NEEDS CLARIFICATION] markers remain**:
-        1. Extract all [NEEDS CLARIFICATION: ...] markers from the spec
-        2. **LIMIT CHECK**: If more than 3 markers exist, keep only the 3 most critical (by scope/security/UX impact) and make informed guesses for the rest
-        3. For each clarification needed (max 3), present options to user in this format:
-
-           ```markdown
-           ## Question [N]: [Topic]
-           
-           **Context**: [Quote relevant spec section]
-           
-           **What we need to know**: [Specific question from NEEDS CLARIFICATION marker]
-           
-           **Suggested Answers**:
-           
-           | Option | Answer | Implications |
-           |--------|--------|--------------|
-           | A      | [First suggested answer] | [What this means for the feature] |
-           | B      | [Second suggested answer] | [What this means for the feature] |
-           | C      | [Third suggested answer] | [What this means for the feature] |
-           | Custom | Provide your own answer | [Explain how to provide custom input] |
-           
-           **Your choice**: _[Wait for user response]_
-           ```
-
-        4. **CRITICAL - Table Formatting**: Ensure markdown tables are properly formatted:
-           - Use consistent spacing with pipes aligned
-           - Each cell should have spaces around content: `| Content |` not `|Content|`
-           - Header separator must have at least 3 dashes: `|--------|`
-           - Test that the table renders correctly in markdown preview
-        5. Number questions sequentially (Q1, Q2, Q3 - max 3 total)
-        6. Present all questions together before waiting for responses
-        7. Wait for user to respond with their choices for all questions (e.g., "Q1: A, Q2: Custom - [details], Q3: B")
-        8. Update the spec by replacing each [NEEDS CLARIFICATION] marker with the user's selected or provided answer
-        9. Re-run validation after all clarifications are resolved
-
-   d. **Update Checklist**: After each validation iteration, update the checklist file with current pass/fail status
-
-7. Report completion with branch name, spec file path, ux_reference file path, checklist results, and readiness for the next phase (`/speckit.clarify` or `/speckit.plan`).
-
-**NOTE:** The script creates and checks out the new branch and initializes the spec file before writing.
-
-## General Guidelines
-
-## Quick Guidelines
-
-- Focus on **WHAT** users need and **WHY**.
-- Avoid HOW to implement (no tech stack, APIs, code structure).
-- Written for business stakeholders, not developers.
-- DO NOT create any checklists that are embedded in the spec. That will be a separate command.
-
-### Section Requirements
-
-- **Mandatory sections**: Must be completed for every feature
-- **Optional sections**: Include only when relevant to the feature
-- When a section doesn't apply, remove it entirely (don't leave as "N/A")
-
-### For AI Generation
-
-When creating this spec from a user prompt:
-
-1. **Make informed guesses**: Use context, industry standards, and common patterns to fill gaps
-2. **Document assumptions**: Record reasonable defaults in the Assumptions section
-3. **Limit clarifications**: Maximum 3 [NEEDS CLARIFICATION] markers - use only for critical decisions that:
-   - Significantly impact feature scope or user experience
-   - Have multiple reasonable interpretations with different implications
-   - Lack any reasonable default
-4. **Prioritize clarifications**: scope > security/privacy > user experience > technical details
-5. **Think like a tester**: Every vague requirement should fail the "testable and unambiguous" checklist item
-6. **Common areas needing clarification** (only if no reasonable default exists):
-   - Feature scope and boundaries (include/exclude specific use cases)
-   - User types and permissions (if multiple conflicting interpretations possible)
-   - Security/compliance requirements (when legally/financially significant)
-
-**Examples of reasonable defaults** (don't ask about these):
-
-- Data retention: Industry-standard practices for the domain
-- Performance targets: Standard web/mobile app expectations unless specified
-- Error handling: User-friendly messages with appropriate fallbacks
-- Authentication method: Standard session-based or OAuth2 for web apps
-- Integration patterns: RESTful APIs unless specified otherwise
-
-### Success Criteria Guidelines
-
-Success criteria must be:
-
-1. **Measurable**: Include specific metrics (time, percentage, count, rate)
-2. **Technology-agnostic**: No mention of frameworks, languages, databases, or tools
-3. **User-focused**: Describe outcomes from user/business perspective, not system internals
-4. **Verifiable**: Can be tested/validated without knowing implementation details
-
-**Good examples**:
-
-- "Users can complete checkout in under 3 minutes"
-- "System supports 10,000 concurrent users"
-- "95% of searches return results in under 1 second"
-- "Task completion rate improves by 40%"
-
-**Bad examples** (implementation-focused):
-
-- "API response time is under 200ms" (too technical, use "Users see results instantly")
-- "Database can handle 1000 TPS" (implementation detail, use user-facing metric)
-- "React components render efficiently" (framework-specific)
-- "Redis cache hit rate above 80%" (technology-specific)

.kilo/workflows/speckit.tasks.md

@@ -1,167 +0,0 @@
----
-description: Generate an actionable, dependency-ordered tasks.md for the feature based on available design artifacts.
-handoffs: 
-  - label: Analyze For Consistency
-    agent: speckit.analyze
-    prompt: Run a project analysis for consistency
-    send: true
-  - label: Implement Project
-    agent: speckit.implement
-    prompt: Start the implementation in phases
-    send: true
----
-
-## User Input
-
-```text
-$ARGUMENTS
-```
-
-You **MUST** consider the user input before proceeding (if not empty).
-
-## Outline
-
-1. **Setup**: Run `.specify/scripts/bash/check-prerequisites.sh --json` from repo root and parse FEATURE_DIR and AVAILABLE_DOCS list. All paths must be absolute. For single quotes in args like "I'm Groot", use escape syntax: e.g 'I'\''m Groot' (or double-quote if possible: "I'm Groot").
-
-2. **Load design documents**: Read from FEATURE_DIR:
-   - **Required**: `plan.md` (tech stack, libraries, structure), `spec.md` (user stories with priorities), `ux_reference.md` (experience source of truth)
-   - **Optional**: `data-model.md` (entities), `contracts/` (API endpoints), `research.md` (decisions), `quickstart.md` (test scenarios)
-   - **Required when present in plan output**: ADR artifacts such as `docs/architecture.md` or feature-local architecture decision files containing `[DEF:id:ADR]` nodes
-   - Note: Not all projects have all documents. Generate tasks based on what's available.
-
-3. **Execute task generation workflow**:
-   - Load `plan.md` and extract tech stack, libraries, project structure
-   - Load `spec.md` and extract user stories with their priorities (P1, P2, P3, etc.)
-   - Load ADR nodes and build a decision-memory inventory: `DecisionId`, `@RATIONALE`, `@REJECTED`, dependent modules
-   - If `data-model.md` exists: Extract entities and map to user stories
-   - If `contracts/` exists: Map endpoints to user stories
-   - If `research.md` exists: Extract decisions for setup tasks
-   - Generate tasks organized by user story (see Task Generation Rules below)
-   - Generate dependency graph showing user story completion order
-   - Create parallel execution examples per user story
-   - Validate task completeness (each user story has all needed tasks, independently testable)
-   - Validate guardrail continuity: no task may realize an ADR path named in `@REJECTED`
-
-4. **Generate `tasks.md`**: Use `.specify/templates/tasks-template.md` as structure, fill with:
-   - Correct feature name from `plan.md`
-   - Phase 1: Setup tasks (project initialization)
-   - Phase 2: Foundational tasks (blocking prerequisites for all user stories)
-   - Phase 3+: One phase per user story (in priority order from `spec.md`)
-   - Each phase includes: story goal, independent test criteria, tests (if requested), implementation tasks
-   - Final Phase: Polish & cross-cutting concerns
-   - All tasks must follow the strict checklist format (see Task Generation Rules below)
-   - Clear file paths for each task
-   - Dependencies section showing story completion order
-   - Parallel execution examples per story
-   - Implementation strategy section (MVP first, incremental delivery)
-   - Decision-memory notes for guarded tasks when ADRs or known traps apply
-
-5. **Report**: Output path to generated `tasks.md` and summary:
-   - Total task count
-   - Task count per user story
-   - Parallel opportunities identified
-   - Independent test criteria for each story
-   - Suggested MVP scope (typically just User Story 1)
-   - Format validation: Confirm ALL tasks follow the checklist format (checkbox, ID, labels, file paths)
-   - ADR propagation summary: which ADRs were inherited into task guardrails and which paths were rejected
-
-Context for task generation: $ARGUMENTS
-
-The `tasks.md` should be immediately executable - each task must be specific enough that an LLM can complete it without additional context.
-
-## Task Generation Rules
-
-**CRITICAL**: Tasks MUST be organized by user story to enable independent implementation and testing.
-
-**Tests are OPTIONAL**: Only generate test tasks if explicitly requested in the feature specification or if user requests TDD approach.
-
-### UX & Semantic Preservation (CRITICAL)
-
-- **Source of Truth**: `ux_reference.md` for UX, `.ai/standards/semantics.md` for code, and ADR artifacts for upstream technology decisions.
-- **Violation Warning**: If any task violates UX, ADR guardrails, or GRACE standards, flag it immediately.
-- **Verification Task (UX)**: Add a task at the end of each Story phase: `- [ ] Txxx [USx] Verify implementation matches ux_reference.md (Happy Path & Errors)`
-- **Verification Task (Audit)**: Add a mandatory audit task at the end of each Story phase: `- [ ] Txxx [USx] Acceptance: Perform semantic audit & algorithm emulation by Tester`
-- **Guardrail Rule**: If an ADR or contract says `@REJECTED`, task text must not schedule that path as implementation work.
-
-### Checklist Format (REQUIRED)
-
-Every task MUST strictly follow this format:
-
-```text
-- [ ] [TaskID] [P?] [Story?] Description with file path
-```
-
-**Format Components**:
-
-1. **Checkbox**: ALWAYS start with `- [ ]` (markdown checkbox)
-2. **Task ID**: Sequential number (T001, T002, T003...) in execution order
-3. **[P] marker**: Include ONLY if task is parallelizable (different files, no dependencies on incomplete tasks)
-4. **[Story] label**: REQUIRED for user story phase tasks only
-   - Format: [US1], [US2], [US3], etc. (maps to user stories from `spec.md`)
-   - Setup phase: NO story label
-   - Foundational phase: NO story label  
-   - User Story phases: MUST have story label
-   - Polish phase: NO story label
-5. **Description**: Clear action with exact file path
-
-**Examples**:
-
-- ✅ CORRECT: `- [ ] T001 Create project structure per implementation plan`
-- ✅ CORRECT: `- [ ] T005 [P] Implement authentication middleware in src/middleware/auth.py`
-- ✅ CORRECT: `- [ ] T012 [P] [US1] Create User model in src/models/user.py`
-- ✅ CORRECT: `- [ ] T014 [US1] Implement UserService in src/services/user_service.py`
-- ❌ WRONG: `- [ ] Create User model` (missing ID and Story label)
-- ❌ WRONG: `T001 [US1] Create model` (missing checkbox)
-- ❌ WRONG: `- [ ] [US1] Create User model` (missing Task ID)
-- ❌ WRONG: `- [ ] T001 [US1] Create model` (missing file path)
-
-### Task Organization
-
-1. **From User Stories (`spec.md`)** - PRIMARY ORGANIZATION:
-   - Each user story (P1, P2, P3...) gets its own phase
-   - Map all related components to their story:
-     - Models needed for that story
-     - Services needed for that story
-     - Endpoints/UI needed for that story
-     - If tests requested: Tests specific to that story
-   - Mark story dependencies (most stories should be independent)
-
-2. **From Contracts (CRITICAL TIER)**:
-   - Identify components marked as `@TIER: CRITICAL` in `contracts/modules.md`.
-   - For these components, **MUST** append the summary of `@PRE`, `@POST`, `@UX_STATE`, and test contracts (`@TEST_FIXTURE`, `@TEST_EDGE`) directly to the task description.
-   - Example: `- [ ] T005 [P] [US1] Implement Auth (CRITICAL: PRE: token exists, POST: returns User, TESTS: 2 edges) in src/auth.py`
-   - Map each contract/endpoint → to the user story it serves
-   - If tests requested: Each contract → contract test task [P] before implementation in that story's phase
-
-3. **From ADRs and Decision Memory**:
-   - For each implementation task constrained by an ADR, append a concise guardrail summary drawn from `@RATIONALE` and `@REJECTED`.
-   - Example: `- [ ] T021 [US1] Implement payload parsing guardrails in src/api/input.py (RATIONALE: strict validation because frontend sends numeric strings; REJECTED: json.loads() without schema validation)`
-   - If a task would naturally branch into an ADR-rejected alternative, rewrite the task around the accepted path instead of leaving the choice ambiguous.
-   - If no safe executable path remains because ADR context is incomplete, stop and emit `[NEED_CONTEXT: target]`.
-
-4. **From Data Model**:
-   - Map each entity to the user story(ies) that need it
-   - If entity serves multiple stories: Put in earliest story or Setup phase
-   - Relationships → service layer tasks in appropriate story phase
-
-5. **From Setup/Infrastructure**:
-   - Shared infrastructure → Setup phase (Phase 1)
-   - Foundational/blocking tasks → Foundational phase (Phase 2)
-   - Story-specific setup → within that story's phase
-
-### Phase Structure
-
-- **Phase 1**: Setup (project initialization)
-- **Phase 2**: Foundational (blocking prerequisites - MUST complete before user stories)
-- **Phase 3+**: User Stories in priority order (P1, P2, P3...)
-  - Within each story: Tests (if requested) → Models → Services → Endpoints → Integration
-  - Each phase should be a complete, independently testable increment
-- **Final Phase**: Polish & Cross-Cutting Concerns
-
-### Decision-Memory Validation Gate
-
-Before finalizing `tasks.md`, verify all of the following:
-- Every repo-shaping ADR from planning is either represented in a setup/foundational task or inherited by a downstream story task.
-- Every guarded task that could tempt an implementer into a known wrong branch carries preventive `@RATIONALE` / `@REJECTED` guidance in its text.
-- No task instructs the implementer to realize an ADR path already named as rejected.
-- At least one explicit audit/verification task exists for checking rejected-path regressions in code review or test stages.

.kilo/workflows/speckit.test.md

@@ -1,236 +0,0 @@
----
-
-description: Generate tests, manage test documentation, and ensure maximum code coverage
-
----
-
-## User Input
-
-```text
-$ARGUMENTS
-```
-
-You **MUST** consider the user input before proceeding (if not empty).
-
-## Goal
-
-Execute semantic audit and full testing cycle: verify contract compliance, verify decision-memory continuity, emulate logic, ensure maximum coverage, and maintain test quality.
-
-## Operating Constraints
-
-1. **NEVER delete existing tests** - Only update if they fail due to bugs in the test or implementation
-2. **NEVER duplicate tests** - Check existing tests first before creating new ones
-3. **Use TEST_FIXTURE fixtures** - For CRITICAL tier modules, read @TEST_FIXTURE from .ai/standards/semantics.md
-4. **Co-location required** - Write tests in `__tests__` directories relative to the code being tested
-5. **Decision-memory regression guard** - Tests and audits must not normalize silent reintroduction of any path documented in upstream `@REJECTED`
-
-## Execution Steps
-
-### 1. Analyze Context
-
-Run `.specify/scripts/bash/check-prerequisites.sh --json --require-tasks --include-tasks` from repo root and parse FEATURE_DIR and AVAILABLE_DOCS.
-
-Determine:
-- FEATURE_DIR - where the feature is located
-- TASKS_FILE - path to `tasks.md`
-- Which modules need testing based on task status
-- Which ADRs or task guardrails define rejected paths for the touched scope
-
-### 2. Load Relevant Artifacts
-
-**From `tasks.md`:**
-- Identify completed implementation tasks (not test tasks)
-- Extract file paths that need tests
-- Extract guardrail summaries and blocked paths
-
-**From `.ai/standards/semantics.md`:**
-- Read effective complexity expectations
-- Read decision-memory rules for ADR, preventive guardrails, and reactive Micro-ADR
-- For CRITICAL modules: Read `@TEST_` fixtures
-
-**From ADR sources and touched code:**
-- Read `[DEF:id:ADR]` nodes when present
-- Read local `@RATIONALE` and `@REJECTED` in touched contracts
-
-**From existing tests:**
-- Scan `__tests__` directories for existing tests
-- Identify test patterns and coverage gaps
-
-### 3. Test Coverage Analysis
-
-Create coverage matrix:
-
-| Module | File | Has Tests | Complexity / Tier | TEST_FIXTURE Available | Rejected Path Guarded |
-|--------|------|-----------|-------------------|------------------------|-----------------------|
-| ... | ... | ... | ... | ... | ... |
-
-### 4. Semantic Audit & Logic Emulation (CRITICAL)
-
-Before writing tests, the Tester MUST:
-1. **Run `axiom-core.audit_contracts_tool`**: Identify semantic violations.
-2. **Run a protocol-shape review on touched files**:
-   - Reject non-canonical semantic markup, including docstring-only annotations such as `@PURPOSE`, `@PRE`, or `@INVARIANT` written inside class/function docstrings without canonical `[DEF]...[/DEF]` anchors and header metadata.
-   - Reject files whose effective complexity contract is under-specified relative to [`.ai/standards/semantics.md`](.ai/standards/semantics.md).
-   - Reject Python Complexity 4+ modules that omit meaningful `logger.reason()` / `logger.reflect()` checkpoints.
-   - Reject Python Complexity 5 modules that omit `belief_scope(...)`, `@DATA_CONTRACT`, or `@INVARIANT`.
-   - Treat broken or missing closing anchors as blocking violations.
-   - Reject retained workaround code if the local contract lacks `@RATIONALE` / `@REJECTED`.
-   - Reject code that silently re-enables a path declared in upstream ADR or local guardrails as rejected.
-3. **Emulate Algorithm**: Step through the code implementation in mind.
-   - Verify it adheres to the `@PURPOSE` and `@INVARIANT`.
-   - Verify `@PRE` and `@POST` conditions are correctly handled.
-   - Verify the implementation follows accepted-path rationale rather than drifting into a blocked path.
-4. **Validation Verdict**:
-   - If audit fails: Emit `[AUDIT_FAIL: semantic_noncompliance]` with concrete file-path reasons and notify Orchestrator.
-   - Example blocking case: [`backend/src/services/dataset_review/repositories/session_repository.py`](backend/src/services/dataset_review/repositories/session_repository.py) contains a module anchor, but its nested repository class/method semantics are expressed as loose docstrings instead of canonical anchored contracts; this MUST be rejected until remediated or explicitly waived.
-   - If audit passes: Proceed to writing/verifying tests.
-
-### 5. Write Tests (TDD Approach)
-
-For each module requiring tests:
-
-1. **Check existing tests**: Scan `__tests__/` for duplicates.
-2. **Read TEST_FIXTURE**: If CRITICAL tier, read `@TEST_FIXTURE` from semantics header.
-3. **Do not normalize broken semantics through tests**:
-   - The Tester must not write tests that silently accept malformed semantic protocol usage.
-   - If implementation is semantically invalid, stop and reject instead of adapting tests around the invalid structure.
-4. **Write test**: Follow co-location strategy.
-   - Python: `src/module/__tests__/test_module.py`
-   - Svelte: `src/lib/components/__tests__/test_component.test.js`
-5. **Use mocks**: Use `unittest.mock.MagicMock` for external dependencies
-6. **Add rejected-path regression coverage when relevant**:
-   - If ADR or local contract names a blocked path in `@REJECTED`, add or verify at least one test or explicit audit check that would fail if that forbidden path were silently restored.
-
-### 4a. UX Contract Testing (Frontend Components)
-
-For Svelte components with `@UX_STATE`, `@UX_FEEDBACK`, `@UX_RECOVERY` tags:
-
-1. **Parse UX tags**: Read component file and extract all `@UX_*` annotations
-2. **Generate UX tests**: Create tests for each UX state transition
-   ```javascript
-   // Example: Testing @UX_STATE: Idle -> Expanded
-   it('should transition from Idle to Expanded on toggle click', async () => {
-     render(Sidebar);
-     const toggleBtn = screen.getByRole('button', { name: /toggle/i });
-     await fireEvent.click(toggleBtn);
-     expect(screen.getByTestId('sidebar')).toHaveClass('expanded');
-   });
-   ```
-3. **Test `@UX_FEEDBACK`**: Verify visual feedback (toast, shake, color changes)
-4. **Test `@UX_RECOVERY`**: Verify error recovery mechanisms (retry, clear input)
-5. **Use `@UX_TEST` fixtures**: If component has `@UX_TEST` tags, use them as test specifications
-6. **Verify decision memory**: If the UI contract declares `@REJECTED`, ensure browser-visible behavior does not regress into the rejected path.
-
-**UX Test Template:**
-```javascript
-// [DEF:Example.Componentuxtests:Module]
-// @C: 3
-// @RELATION: VERIFIES -> ../Component.svelte
-// @PURPOSE: Test UX states and transitions
-
-describe('Component UX States', () => {
-  // @UX_STATE: Idle -> {action: click, expected: Active}
-  it('should transition Idle -> Active on click', async () => { ... });
-  
-  // @UX_FEEDBACK: Toast on success
-  it('should show toast on successful action', async () => { ... });
-  
-  // @UX_RECOVERY: Retry on error
-  it('should allow retry on error', async () => { ... });
-});
-// [/DEF:__tests__/test_Component:Module]
-// [/DEF:Example.Componentuxtests:Module]
-```
-
-### 5. Test Documentation
-
-Create/update documentation in `specs/<feature>/tests/`:
-
-```
-tests/
-├── README.md           # Test strategy and overview
-├── coverage.md         # Coverage matrix and reports
-└── reports/
-    └── YYYY-MM-DD-report.md
-```
-
-Include decision-memory coverage notes when ADR or rejected-path regressions were checked.
-
-### 6. Execute Tests
-
-Run tests and report results:
-
-**Backend:**
-```bash
-cd backend && .venv/bin/python3 -m pytest -v
-```
-
-**Frontend:**
-```bash
-cd frontend && npm run test
-```
-
-### 7. Update Tasks
-
-Mark test tasks as completed in `tasks.md` with:
-- Test file path
-- Coverage achieved
-- Any issues found
-- Whether rejected-path regression checks passed or remain manual audit items
-
-## Output
-
-Generate test execution report:
-
-```markdown
-# Test Report: [FEATURE]
-
-**Date**: [YYYY-MM-DD]
-**Executed by**: Tester Agent
-
-## Coverage Summary
-
-| Module | Tests | Coverage % |
-|--------|-------|------------|
-| ... | ... | ... |
-
-## Test Results
-
-- Total: [X]
-- Passed: [X]
-- Failed: [X]
-- Skipped: [X]
-
-## Semantic Audit Verdict
-
-- Verdict: PASS | FAIL
-- Blocking Violations:
-  - [file path] -> [reason]
-- Decision Memory:
-  - ADRs checked: [...]
-  - Rejected-path regressions: PASS | FAIL
-  - Missing `@RATIONALE` / `@REJECTED`: [...]
-- Notes:
-  - Reject docstring-only semantic pseudo-markup
-  - Reject complexity/contract mismatches
-  - Reject missing belief-state instrumentation for Python Complexity 4/5
-  - Reject silent resurrection of rejected paths
-
-## Issues Found
-
-| Test | Error | Resolution |
-|------|-------|------------|
-| ... | ... | ... |
-
-## Next Steps
-
-- [ ] Fix failed tests
-- [ ] Fix blocking semantic violations before acceptance
-- [ ] Fix decision-memory drift or rejected-path regressions
-- [ ] Add more coverage for [module]
-- [ ] Review TEST_FIXTURE fixtures
-```
-
-## Context for Testing
-
-$ARGUMENTS

.kilocode/mcp.json

@@ -1,15 +0,0 @@
-{
-  "mcpServers": {
-    "chrome-devtools": {
-      "command": "npx",
-      "args": [
-        "chrome-devtools-mcp@latest",
-        "--browser-url=http://127.0.0.1:9222"
-      ],
-      "disabled": false,
-      "alwaysAllow": [
-        "take_snapshot"
-      ]
-    }
-  }
-}

.kilocode/rules/specify-rules.md

@@ -1,20 +1,10 @@
-# superset-tools Development Guidelines
+# ss-tools Development Guidelines
 
-Auto-generated from all feature plans. Last updated: 2026-05-08
+Auto-generated from all feature plans. Last updated: 2026-08-04
 
 ## Active Technologies
-- Python 3.9+ (backend), JavaScript/TypeScript — Svelte 5 runes (frontend) + FastAPI 0.104+, Pydantic v2, SQLAlchemy (backend); SvelteKit 2.x, Svelte 5.x, Vite 7.x, Tailwind CSS 3.x (frontend) (030-dataset-lifecycle-workspace)
-- PostgreSQL 16 (superset-tools own DB); no schema changes in this feature (030-dataset-lifecycle-workspace)
-- Python 3.9+ (backend), JavaScript/TypeScript (frontend Svelte 5 runes) + FastAPI 0.126, SQLAlchemy 2.0, APScheduler 3.11 (backend); SvelteKit 2.x, Svelte 5.43, Vite 7.x, Tailwind CSS 3.x (frontend) (031-maintenance-banner)
-- PostgreSQL 16 (dedicated superset-tools DB — not Superset metadata DB per ADR-0003) (031-maintenance-banner)
-- Python 3.9+ (backend), TypeScript (frontend Svelte 5 runes-only) + FastAPI 0.126, SQLAlchemy, APScheduler 3.11, httpx 0.28 (already present), anyio 4.12 (already present) (032-translate-requests-httpx)
-- PostgreSQL 16 (unchanged — DB operations via asyncio.to_thread) (032-translate-requests-httpx)
-- Python 3.9+ (backend), TypeScript (frontend Svelte 5 runes-only) + FastAPI, SQLAlchemy, Gradio ≥5.0, LangChain ≥0.3, langchain-openai (backend); SvelteKit 5, Vite, Tailwind CSS, @gradio/client (frontend) (033-gradio-agent-chat)
-- PostgreSQL 16 (persistence + checkpoints via langgraph-checkpoint-postgres) (033-gradio-agent-chat)
-- Python 3.9+ (backend), TypeScript (frontend Svelte 5 runes-only) + FastAPI, Gradio, LangChain (`create_react_agent`), LangGraph, LangChain-OpenAI (backend); SvelteKit 5, Svelte 5, Tailwind CSS 3, @gradio/client (frontend) (035-agent-chat-context)
-- PostgreSQL 16 (checkpoints via PostgresSaver, conversations via SQLAlchemy) (035-agent-chat-context)
 
-- Python 3.13+ (backend), JavaScript/TypeScript (frontend Svelte 5) + FastAPI 0.115+, SQLAlchemy 2.0+, APScheduler 3.x, Pydantic v2 (backend); SvelteKit 2.x, Svelte 5.43+, Vite 7.x, Tailwind CSS 3.x (frontend) (028-llm-datasource-supeset)
+- Python 3.13+ (backend), TypeScript (frontend Svelte 5 runes-only) + FastAPI, SQLAlchemy, APScheduler, httpx, gitpython (backend); SvelteKit 5, Vite, Tailwind CSS (frontend) (042-rls-management-workspace)
 
 ## Project Structure
 
@@ -30,13 +20,11 @@ cd src [ONLY COMMANDS FOR ACTIVE TECHNOLOGIES][ONLY COMMANDS FOR ACTIVE TECHNOLO
 
 ## Code Style
 
-Python 3.13+ (backend), JavaScript/TypeScript (frontend Svelte 5): Follow standard conventions
+Python 3.13+ (backend), TypeScript (frontend Svelte 5 runes-only): Follow standard conventions
 
 ## Recent Changes
-- 035-agent-chat-context: Added Python 3.9+ (backend), TypeScript (frontend Svelte 5 runes-only) + FastAPI, Gradio, LangChain (`create_react_agent`), LangGraph, LangChain-OpenAI (backend); SvelteKit 5, Svelte 5, Tailwind CSS 3, @gradio/client (frontend)
-- 033-gradio-agent-chat: Added PostgreSQL 16 (persistence + checkpoints via langgraph-checkpoint-postgres)
-- 033-gradio-agent-chat: Added Python 3.9+ (backend), TypeScript (frontend Svelte 5 runes-only) + FastAPI, SQLAlchemy, Gradio ≥5.0, LangChain ≥0.3, langchain-openai (backend); SvelteKit 5, Vite, Tailwind CSS, @gradio/client (frontend)
 
+- 042-rls-management-workspace: Added Python 3.13+ (backend), TypeScript (frontend Svelte 5 runes-only) + FastAPI, SQLAlchemy, APScheduler, httpx, gitpython (backend); SvelteKit 5, Vite, Tailwind CSS (frontend)
 
 <!-- MANUAL ADDITIONS START -->
 <!-- MANUAL ADDITIONS END -->

.opencode/agents/qa-tester.md

@@ -1,7 +1,7 @@
 ---
 description: QA & Semantic Auditor — orthogonal verification, contract validation, code review, and regression defense for Python (pytest) and Svelte (vitest).
 mode: all
-model: deepseek/deepseek-v4-pro
+model: omniroute/terra
 temperature: 0.1
 permission:
   edit: allow

.opencode/agents/security-auditor.md

@@ -1,7 +1,7 @@
 ---
 description: Security audit agent for superset-tools — orthogonal SAST/dependency/config audit, OWASP/CWE mapping, severity-ranked read-only report. Combines code+secrets, supply-chain, and runtime-config projections.
 mode: all
-model: deepseek/deepseek-v4-pro
+model: omniroute/sol
 temperature: 0.0
 permission:
   edit: deny