llmcontext

Get Context

An evidence concierge for the coding agent. It finds and summarizes information from ONE exact package version; it does not implement the change. The executor coding agent remains responsible for interpreting the evidence, fitting it to the local codebase, editing code, and validating the result. Evidence is grounded in indexed source and documentation rather than training data — which drifts, and which you cannot audit from the inside. Call search_packages first, then pass its exact package na

Code Graph

Structural lookups over a package's call graph: what reaches a symbol, what it reaches, and where it is defined. Answers questions about how code is CONNECTED, which is the one thing get_context cannot do — semantic search finds text that reads like your query, not the callee three files away whose body is the actual implementation. CALL THIS when: • You are about to change a function and need its blast radius — relation="impact". • You have found a symbol and need the code that actually im

Search Packages

Discover indexed packages, look up available versions, or triage whether a package has a specific feature — without fetching full chunk content. This is the step for when you do not know what is out there. If the project's lock file already pins a version, skip this and call get_context with that version directly. Use for: • Version lookup: "what versions of fastapi are indexed" → returns all indexed versions • Discovery: "library for HTTP retry with backoff in Python" → surfaces relevant