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claws-recalllisted

Silently surface canonical memories before /claws-do classification, /claws-auto wave dispatch, /claws-fix diagnosis, or /claws-plan generation.
neunaha/claws · ★ 9 · AI & Automation · score 76
Install: claude install-skill neunaha/claws
# Skill: claws-recall Engine-internal. Invoked automatically during orchestration flows. Users do not type `/claws-recall`. ## What this is Silent memory-retrieval that calls `mcp__claws__claws_recall` before key orchestration decisions. Surfaces canonical memories (feedback, project, reference, user) ranked by BM25 score so orchestrators act on institutional knowledge without requiring a user prompt. Pairs with [[claws-remember]] for writing and [[claws-forget]] for deletion; the full memory layer is documented in [[claws-memory]]. ## When to invoke - `/claws-do` — before the 8-route classifier; pass user's raw task text verbatim. - `/claws-auto` — before each wave dispatch (not just the first); use the wave objective string. - `/claws-fix` — against `<runbook_id> + error signature` from events.log. - `/claws-plan` — before writing the risk register; use the plan goal string verbatim. Do not wait for the user to ask. Pull automatically. ## When NOT to invoke - `CLAWS_NO_MEMORY=1` is set — skip silently. - Memory directory missing (cold start) — log and continue. - Same query recalled <10 s ago — deduplicate. - Read-only observer sessions where no decision is being made. ## Steps 1. Identify triggering flow: `/claws-do`, `/claws-auto`, `/claws-fix`, `/claws-plan`. 2. Construct query per flow rules (verbatim task text / wave objective / runbook_id+error / plan goal). 3. Call `mcp__claws__claws_recall` with `query`, `topK: 5`, optional `type` filter. 4. On `ok: false`