okf-agent-memory

ency Go binary that turns your Git repository into a structured, self-validating knowledge corpus based on Google's Open Knowledge Format (OKF) v0.2 specification: • In-Memory BM25 Search (<300µs): Fast lexical ranking across titles, YAML metadata, tags, and bodies directly in memory. No embedding APIs, zero network overhead, zero runtime cost. • Progressive Disclosure: Slashes prompt overhead by up to 90%. Instead of loading thousands of lines of context, the agent searches the bundle index and pulls only the exact 300-token concept required for the current task. • 100% Git-Native: Everything lives in `knowledge/` as human-readable Markdown. You audit your agent's memory via `git diff`, `git blame`, and code reviews. • Built-In Stdio MCP Server: `okf mcp knowledge` exposes native Model Context Protocol tools (`okf_search`, `okf_show`, `okf_create`, `okf_validate`) directly to Claude Code and Cursor. • Trust Tiers: Distinguishes authoritative human law (`verified: human:...`) from agent-generated drafts (`generated: agent:...`). • Sub-4ms Cold Starts (<15MB RSS): Starts in milliseconds with no VM spin-up. Try it in 30 seconds: $ brew install okf-memory/tap/okf $ cd your-project && okf bootstrap . GitHub: https://github.com/okf-memory/okf-agent-memory Docs & Landing Page: https://okf-memory.dev We'd love your feedback on the architecture, the Go implementation, and how your coding agents behave with progressive disclosure memory!