Files
ss-tools/backend/src/api/routes/assistant/_tool_llm_documentation.py
busya b5e741077d feat: attention-optimized semantic protocol v2.7
Core changes:
- Add @defgroup/@ingroup to 1791 C2+ contracts (555 files) for HCA 128× pre-training DSA grouping
- Add §0.1 Pre-Training Frequency matrix to semantics-core
- Add §VIII Attention Architecture rules (ATTN_1-4) with MLA/CSA/HCA/DSA mechanics
- Add @defgroup/@ingroup to canonical syntax (§II) and all contract examples

Agent prompts (5 files):
- Add ZERO-STATE RATIONALE with MLA/CSA/HCA/DSA compression mechanics
- Add pre-training note: @RATIONALE/@REJECTED are in-context learned tags
- svelte-coder: add missing #region contract, fix Svelte rule violations
- python-coder/fullstack-coder: honor function contracts from speckit plan
- qa-tester: add attention compliance audit (P3 ATTN_1-4 checks)

Skills (6 files):
- Translate all axiom_config descriptions to English
- Fix doc_dirs to index .opencode/ and .specify/
- Deduplicate 5× complexity_rules → single global_tags catalog
- Reduce semantics-svelte 591→485 lines (remove duplicate code blocks)
- Fix semantics-testing: 'Short IDs' → 'Short hierarchical IDs'
- Fix all examples: flat IDs → hierarchical Domain.Name format
- Fix Svelte examples: replace raw Tailwind + <button> with semantic tokens + /ui

Speckit workflow (commands + templates):
- speckit.plan: add Function-Level Contracts for C3+ with @PRE/@POST/@TEST_EDGE
- speckit.plan: add Attention Compliance Gate (ATTN_1-4 before contract generation)
- speckit.tasks: add function contract inlining format (constraints in task description)
- speckit.specify: load semantics-core for spec density rules
- spec-template: add #region contract, @SEMANTICS grouping, hierarchical IDs
- ux-reference-template: add #region wrapper
- plan-template: add attention gate, @defgroup/@ingroup guidance
- tasks-template: add attention audit + rebuild + orphan check tasks
- constitution.md: translate to English, add Principle VIII (attention-optimized contracts)

Reference modules rewritten (hierarchical IDs + full contracts):
- Auth.Jwt: 6 child contracts with @RATIONALE/@REJECTED/@TEST_EDGE
- Api.Auth: 5 endpoints with @TEST_EDGE + molecular CoT markers
- Migration.Model: @defgroup Migration with 18 @ACTION + 6 @INVARIANT

Scripts:
- add_defgroup_ingroup.py: zero-risk additive @ingroup migration (1791 insertions)
- migrate_hierarchical.py: flat→hierarchical ID dry-run analysis (792 contracts)
- merge_prompts.py: merge all prompts/skills/commands into one review file

Config:
- axiom_config.yaml: 749→395 lines (-47%), English, doc_dirs include prompts
- Fix test_datasets.py import collision (rename → test_datasets_routes.py)
- Fix test_preview.py: SupersetClient→get_superset_client, AsyncMock, logger f-string
2026-06-08 16:30:59 +03:00

83 lines
2.8 KiB
Python

# #region AssistantToolLlmDocumentation [C:3] [TYPE Module] [SEMANTICS assistant, tool, llm, documentation]
# @defgroup AssistantApi Module group.
# @BRIEF Handler for the "run_llm_documentation" tool — generate dataset documentation via LLM.
# @LAYER API
# @RELATION DEPENDS_ON -> [AssistantToolRegistry]
# @RELATION DEPENDS_ON -> [TaskManager]
from __future__ import annotations
from typing import Any
from fastapi import HTTPException
from sqlalchemy.orm import Session
from src.core.config_manager import ConfigManager
from src.core.logger import belief_scope, logger
from src.core.task_manager import TaskManager
from src.schemas.auth import User
from ._resolvers import _resolve_env_id, _resolve_provider_id
from ._schemas import AssistantAction
from ._tool_registry import _check_any_permission, assistant_tool
# #region handle_run_llm_documentation [C:3] [TYPE Function]
# @ingroup AssistantApi
@assistant_tool(
operation="run_llm_documentation",
domain="llm",
description="Generate dataset documentation via LLM",
required_entities=["dataset_id"],
optional_entities=["environment", "provider"],
risk_level="guarded",
requires_confirmation=False,
permission_checks=[("plugin:llm_documentation", "EXECUTE")],
)
@belief_scope("run_llm_documentation")
async def handle_run_llm_documentation(
intent: dict[str, Any],
current_user: User,
task_manager: TaskManager,
config_manager: ConfigManager,
db: Session,
) -> tuple[str, str | None, list[AssistantAction]]:
"""Generate dataset documentation via LLM."""
_check_any_permission(current_user, [("plugin:llm_documentation", "EXECUTE")])
entities = intent.get("entities", {})
dataset_id = entities.get("dataset_id")
env_id = _resolve_env_id(entities.get("environment"), config_manager)
provider_id = _resolve_provider_id(
entities.get("provider"),
db,
config_manager=config_manager,
task_key="documentation",
)
if not dataset_id or not env_id or (not provider_id):
raise HTTPException(
status_code=400, detail="Missing dataset_id/environment/provider"
)
task = await task_manager.create_task(
plugin_id="llm_documentation",
params={
"dataset_id": str(dataset_id),
"environment_id": env_id,
"provider_id": provider_id,
},
user_id=current_user.id,
)
return (
f"Генерация документации запущена. task_id={task.id}",
task.id,
[
AssistantAction(type="open_task", label="Open Task", target=task.id),
AssistantAction(
type="open_reports", label="Open Reports", target="/reports"
),
],
)
# #endregion handle_run_llm_documentation
# #endregion AssistantToolLlmDocumentation