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