textstack

Add a new EF Core entity + migration to TextStack (with optional writer service). Use when persisting a new kind of record — table, DbSet, mapping, migration, and wiring. Covers the AppDbContext partial pattern and the LlmTrace/AgentRun-style writer.

Add a new agent/function-calling tool (ITool) to TextStack. Use when adding a capability the LLM or Study Buddy agent can call — e.g. fetch data, search, look something up. Covers schema, InvokeAsync, registry auto-discovery, and tests.

Run an AI eval gate on production and read the result. Use to score a feature's DoD on prod (tool-call accuracy, RAG recall/spoiler, Study Buddy judge/steps/cost) — the real scored runs that need an OpenAI key + corpus and an admin session, not CI.