Agent memory + every context-engineering primitive (write / select / compress / isolate) in one importable library. Ranked recall with activation decay over SQLite/FTS5. One production dependency (better-sqlite3).
Local-first docs retrieval for AI agents: mirror any docs corpus to Markdown, index with SQLite FTS5 (pure Go), search with optional embedding/LLM rerank, and measure quality with reproducible evals.