codeflash-internal/tiles/codeflash-internal-rules/evals/capabilities.json

{
  "package_name": "codeflash-internal-rules",
  "total_capabilities": 13,
  "capabilities": [
    {
      "id": 0,
      "name": "python-async-endpoints",
      "description": "All Django-Ninja endpoints must be async def, using asyncio.TaskGroup for concurrent operations and ninja.Schema or Pydantic BaseModel for request/response types",
      "complexity": "basic",
      "api_elements": ["async def", "asyncio.TaskGroup", "ninja.Schema", "BaseModel"]
    },
    {
      "id": 1,
      "name": "libcst-for-transforms",
      "description": "Use libcst for all code transformations that modify source code (preserves formatting); ast is only acceptable for read-only analysis",
      "complexity": "intermediate",
      "api_elements": ["libcst", "ast.parse", "ast.dump"]
    },
    {
      "id": 2,
      "name": "llm-calls-via-llm-py",
      "description": "All LLM provider calls must go through aiservice/llm.py, never calling provider APIs directly, with prompts stored as .md files rendered via Jinja2",
      "complexity": "intermediate",
      "api_elements": ["aiservice/llm.py", "Jinja2", ".md prompts"]
    },
    {
      "id": 3,
      "name": "lazy-imports-in-routers",
      "description": "Router endpoints must use lazy imports inside function bodies to avoid circular dependencies, with noqa: PLC0415 suppression comments",
      "complexity": "basic",
      "api_elements": ["noqa: PLC0415", "lazy import", "router dispatch"]
    },
    {
      "id": 4,
      "name": "monorepo-directory-placement",
      "description": "New code must be placed in the correct monorepo directory: language handlers in core/languages/<lang>/, shared routers in core/shared/, tests in tests/ by feature",
      "complexity": "basic",
      "api_elements": ["core/languages/", "core/shared/", "tests/"]
    },
    {
      "id": 5,
      "name": "registry-handler-pattern",
      "description": "New language handlers must use @register_handler decorator, set supports_* flags, implement protocol methods, and be imported in core/languages/__init__.py",
      "complexity": "advanced",
      "api_elements": ["@register_handler", "LanguageRegistry", "supports_*", "core/languages/__init__.py"]
    },
    {
      "id": 6,
      "name": "feature-dispatcher-protocol",
      "description": "Handlers must implement runtime-checkable protocols (OptimizerProtocol, TestGenProtocol, CodeRepairProtocol) and integrate with get_handler_for_feature() dispatcher",
      "complexity": "advanced",
      "api_elements": ["Feature enum", "get_handler_for_feature", "OptimizerProtocol", "TestGenProtocol", "CodeRepairProtocol"]
    },
    {
      "id": 7,
      "name": "conventional-commits-and-branching",
      "description": "Commits must use conventional format (fix:, feat:, refactor:, etc.), branches must be created from main with cf-#-title naming, and commits must be atomic",
      "complexity": "basic",
      "api_elements": ["fix:", "feat:", "refactor:", "cf-#-title", "main"]
    },
    {
      "id": 8,
      "name": "pre-commit-and-tooling",
      "description": "Run prek pre-commit hooks via uv run prek run --all-files, use Ruff for linting/formatting, and uv for all Python package operations",
      "complexity": "basic",
      "api_elements": ["uv run prek run --all-files", "ruff check", "ruff format", "uv run"]
    },
    {
      "id": 9,
      "name": "python-test-conventions",
      "description": "Tests organized by feature in tests/, use @pytest.mark.asyncio for async tests, leverage test factories like create_optimizer_context(), and run via uv run pytest",
      "complexity": "intermediate",
      "api_elements": ["@pytest.mark.asyncio", "DJANGO_SETTINGS_MODULE", "create_optimizer_context", "uv run pytest"]
    },
    {
      "id": 10,
      "name": "pr-review-guidelines",
      "description": "PR reviews must focus on logic errors, security vulnerabilities, test name typos, and breaking changes; must skip style/formatting comments and limit to 5-7 high-signal comments",
      "complexity": "intermediate",
      "api_elements": ["logic errors", "security vulnerabilities", "5-7 comments"]
    },
    {
      "id": 11,
      "name": "cfapi-webhook-and-di-patterns",
      "description": "cf-api webhook routes must be registered before body parser for signature verification, and tests must use setXxxDependencies()/resetXxxDependencies() DI pattern",
      "complexity": "intermediate",
      "api_elements": ["webhook before body parser", "setXxxDependencies", "resetXxxDependencies", "instrument.ts"]
    },
    {
      "id": 12,
      "name": "optimization-postprocessing",
      "description": "Optimization candidates must be deduplicated via ast.parse()+ast.dump(), checked for no-op equality against original code, and use model distribution formula claude_calls=(total-1)//2",
      "complexity": "advanced",
      "api_elements": ["ast.parse", "ast.dump", "postprocess.py", "get_model_distribution", "claude_calls = (total - 1) // 2"]
    }
  ]
}