Validated CAG decision memory for OpenClaw tools, agents, and long-running project sessions.
--- name: uncagd description: Validated CAG decision memory for OpenClaw tools, agents, and long-running project sessions. --- # unCAGd Skill Use this skill when the user is working on a repo, software project, agent workflow, plugin, MCP server, or multi-step implementation where decisions may matter later. ## When to retrieve memory Before planning or editing code, call `cag.retrieve` when: - The user references prior decisions. - The task is part of an ongoing project. - The user asks to continue, refine, implement, or fix something. - The task involves architecture, naming, APIs, tests, security, or deployment. Use `k=5` unless the user explicitly asks for a broader review. Set `useEmbeddings=true` only as a secondary ranker when lexical retrieval is weak. ## When to capture a candidate Call `cag.capture_candidate` when the conversation produces a durable decision such as: - Architecture choice. - Naming convention. - API contract. - Security constraint. - Testing strategy. - Deployment assumption. - Project-specific behavior. Captured candidates are not durable until validated. ## When to validate Call `cag.validate_memory` only when: - The user explicitly approves the decision. - A test passes and the decision is tied to that test. - A PR/commit/doc source is provided. - The user says to remember the decision for the project. ## Important Do not store raw assistant guesses as validated memory. Do not use CAG memory as a replacement for reading the codebase. Use retrieved decisions as constraints, not as proof of current code state. ## Contradiction workflow When contradictions are detected: - Use `cag.resolve_contradiction` with `keep_existing` if the prior decision stands. - Use `supersede_existing` if policy changed and old validated memories should be deprecated. - Use `create_candidate` if the new decision needs review first. ## Compression and portability - Use `cag.compress_memory` to consolidate old validated decisions into one compact, validated summary. - Use `cag.export_memory` with `format=memory_md` for portable handoff docs. - Use `cag.import_memory` to rehydrate memory in another workspace.
don't have the plugin yet? install it then click "run inline in claude" again.