About emeraldleaf/okl
Verified memory for coding agents, and the loop that keeps it true. Your rules, architecture decisions, past defects, documentation and diagrams: recorded once, briefed to your agent before every task (by a hook in Claude Code; any MCP agent can ask for the same briefing), each proven by a check you choose, flagged before you push (or in CI) when what it covers changes, and corrected or retired as you build. Prompts advise; the gate enforces. Use it in one repo, or share one store across every repo your team runs. Under the hood: typed records, keyword search and one-step links. No embeddings, no model calls in the loop, no automatic capture. A lesson is written on purpose and proven by a check.