litestar-org

Auto-activate for sqlspec imports, SQLSpec, SQLFileLoader, driver adapters, query builders, named SQL files, filters, pagination, Arrow, framework extensions, ADK stores, data dictionary introspection, or observability hooks. Use when working with direct SQL through sqlspec across Litestar, FastAPI, Flask, or Starlette. Not for ORM-specific repository patterns or raw driver usage without sqlspec.

Auto-activate for litestar.toml, [tool.litestar], pyproject.toml with a litestar dependency, or app creation with Litestar(). Use when orienting a Litestar project, choosing the right Litestar subskill, or scaffolding app-level structure. Not for focused routing, DTO, auth, DI, data, settings, exceptions, middleware, plugin, realtime, AI, deployment, or testing work - use the narrower skill.

Auto-activate for Dockerfile, docker-compose.yml, railway.json, railway.toml, Procfile, cloudbuild.yaml, app.yaml, service.yaml, deploy.sh, systemd units, Kubernetes manifests, Terraform, or granian/litestar run in deployment context. Use when deploying Litestar apps to containers, Railway, Cloud Run, GKE, systemd, or CI/CD release targets. Not for non-Litestar Python apps or build artifact packag

Auto-activate for get_env, dataclass settings, pydantic_settings, BaseSettings, lru_cache settings factories, app.state settings, LITESTAR_APP, env var parsing, or typed app config. Use when defining Litestar settings, config factories, env loading, or settings injection. Not for frontend environment variables or deployment secrets management alone.

Auto-activate for Google ADK, LlmAgent, Runner, SQLSpecSessionService, Vertex AI, agent chat endpoints, streaming AI responses, tool-calling endpoints, or Litestar-hosted model workflows. Use when serving AI agents or model-backed workflows from Litestar. Not for offline ML training or non-Litestar agent servers.

Auto-activate for litestar.toml, [tool.litestar], pyproject.toml with a litestar dependency, or app creation with Litestar(). Use when orienting a Litestar project, choosing the right Litestar subskill, or scaffolding app-level structure. Not for focused routing, DTO, auth, DI, data, settings, exceptions, middleware, plugin, realtime, AI, deployment, or testing work - use the narrower skill.

Auto-activate for alembic/, alembic.ini, advanced_alchemy imports, SQLAlchemyAsyncRepositoryService, SQLAlchemyAsyncConfig, UUIDAuditBase, repository_type, service_class, or web framework Advanced Alchemy extensions. Use when working with Advanced Alchemy ORM models, repositories, services, Alembic migrations, filters, pagination, framework session wiring, custom types, caching, replicas, or file

Auto-activate for msgspec imports, msgspec.Struct, msgspec.Meta, msgspec.json, msgspec.msgpack, tagged unions, enc_hook, dec_hook, or convert(). Use when defining msgspec models, serialization codecs, validation constraints, discriminated unions, or Litestar DTO data shapes. Not for Pydantic, dataclasses, attrs, or ORM models unless converting at a boundary.

Auto-activate for Dockerfile, docker-compose.yml, railway.json, railway.toml, Procfile, cloudbuild.yaml, app.yaml, service.yaml, deploy.sh, systemd units, Kubernetes manifests, Terraform, or granian/litestar run in deployment context. Use when deploying Litestar apps to containers, Railway, Cloud Run, GKE, systemd, or CI/CD release targets. Not for non-Litestar Python apps or build artifact packag

Auto-activate for polyfactory imports, ModelFactory, DataclassFactory, MsgspecFactory, AttrsFactory, Use, Fixture, register_fixture, polyfactory.pytest_plugin, __random_seed__, or coverage(). Use when generating typed mock data for tests or pytest fixtures. Not for production seeding or property-based testing.

Auto-activate for SQLAlchemyAsyncRepositoryService, SQLSpecAsyncService, create_filter_dependencies, LimitOffsetFilter, OffsetPagination, repository_type, service_class, filters, pagination, or CRUD service layers. Use when implementing Litestar data services, repositories, filters, or pagination. Not for raw driver usage with no Litestar boundary.

Auto-activate for litestar_mcp imports, LitestarMCP, MCPConfig, MCPController, @mcp_tool, @mcp_resource, JSON-RPC route exposure, route filtering, or OAuth/Guard-protected MCP endpoints. Use when exposing Litestar routes as MCP tools or resources. Not for non-Litestar MCP servers or FastAPI/Django MCP integrations.