antichet_RAG

Use this skill when the user says "import data", "bulk insert", "load cases", "add tips from file", "seed database", or wants to import cases/tips from JSON/CSV files. Triggers include: "import cases", "bulk load", "database seeding", "json to database", "csv import", "load test data". When in doubt, use this skill rather than skipping it.

Use this skill when the user says "docker compose not working", "container won't start", "database connection failed", "Docker health check failing", or when `make docker-up` fails. Triggers include: "docker error", "container unhealthy", "pgvector not loading", "env var missing in container", "docker logs error". When in doubt, use this skill rather than skipping it.

Use this skill when the user says "check system health", "verify services", "diagnose issues", "is everything running", or wants a comprehensive system status report. Triggers include: "health check", "system status", "verify setup", "diagnostic report", "what's broken", "check connectivity". When in doubt, use this skill rather than skipping it.

Use this skill when the user says "create endpoint", "add API route", "new API", "add endpoint", "create API", or wants to add a new REST endpoint to the project. Triggers include: "add /api/v1/xxx endpoint", "create new route", "new FastAPI endpoint". When in doubt, use this skill rather than skipping it.

Use this skill when the user says "run tests", "pytest", "test failing", "make test", "run the test suite", or when test output shows failures. Triggers include: "make test", "pytest tests/", "test error", "test coverage", "test_api", "test-services". When in doubt, use this skill rather than skipping it.

Use this skill when the user says "debug retrieval", "check RRF", "fix search", "analyze search results", "BM25 not working", "vector search broken", or when the /api/v1/analyze endpoint returns unexpected results. Triggers include: "retrieval issue", "hybrid search not working", "RRF fusion error", "search returning wrong results", "embedding mismatch". When in doubt, use this skill rather than skipping it.

Use this skill when the user says "run lint", "fix lint errors", "ruff check", "lint my code", or when ruff violations appear in build output. Triggers include: "make lint", "ruff check", "linting errors", "format code". When in doubt, use this skill rather than skipping it.

Use this skill when the user says "create model", "add database table", "new model", "add entity", "create table", or wants to add a new SQLAlchemy model with pgvector. Triggers include: "add Case model", "create Tip model", "new database model", "add embedding column", "add full-text search". When in doubt, use this skill rather than skipping it.