{"id":"bonigarcia-context-engineering","name":"context-engineering","af_score":28.2,"security_score":30.5,"reliability_score":12.5,"what_it_does":"Context-engineering repository/companion materials and examples for designing context-aware LLM/agent systems, including concepts for structuring system instructions, retrieval/external knowledge, tools and memory, and state/multi-agent flows, plus an online context-aware prompt builder tool referenced in the README.","best_when":"You want educational/companion examples and reference patterns to inform how you structure context for LLM and agent systems, and optionally to use the linked online prompt builder during development.","avoid_when":"You need a stable, versioned programmatic interface (REST/SDK/MCP) with clear auth, rate limits, and operational behavior as a dependency.","last_evaluated":"2026-03-30T15:26:14.802984+00:00","has_mcp":false,"has_api":false,"auth_methods":[],"has_free_tier":false,"known_gotchas":["The provided README excerpt does not show a concrete programmatic interface (endpoints, schemas, tool definitions, or error contracts), so an agent cannot reliably integrate without inspecting the repository code/docs further.","The project is explicitly WIP, implying patterns/examples may change and may not be production-stable."],"error_quality":0.0}