← ClaudeAtlas

learnlisted

Log a durable process or meta lesson — what happened, what to do differently, and why. Dual-writes a human-readable prose entry to runtime/learnings.md AND one structured JSON record to learnings/log.jsonl (same key, same schema), under the provenance guard — a lesson is durable only if it traces to a real, un-invalidated event. Enforces the anti-poison rule (no transient errors, no "X doesn't work" capability claims). A learning is about HOW TO OPERATE, never a fact about your business — facts go to wiki/ via /capture. Trigger on "log a learning", "note this lesson", "remember not to do that again", or a mistake/insight worth not repeating.
Quarktex/qcobrain · ★ 4 · AI & Automation · score 75
Install: claude install-skill Quarktex/qcobrain
> Inherits references/kernel.md (the provenance contract). Reads references/wiki-spec.md for the note schema and learnings/README.md for the learning-record schema. ## What this is qcobrain's "learnings log" under its provenance discipline. A **learning** is a lesson about *how to operate* — a pattern that worked, a pitfall to avoid, a preference you stated, a principle to follow. It is **not** a fact about you, your business, or the market — those are sourced into `wiki/` via `/capture`. This skill is the **sole writer of the learnings store**, and it always writes **both** halves so every lesson is human-readable AND queryable. ## The provenance guard (gate — do this FIRST, before writing anything) 1. **It traces to a real event.** Name the actual occurrence the lesson came from — a real run, a real failure, a decision in `decisions/log.md`, a thing the user explicitly stated. No traceable event → do not record it as settled; at most log it `source: inferred`, `confidence: low`, `ref: needs-source` (a hypothesis, not a law). 2. **Anti-poison check (`references/blocklist.md`).** REFUSE to log: transient / env-specific errors; negative tool-capability claims ("X doesn't work" — they harden into self-cited refusals); one-off chatter; secrets / PII; speculation stated as fact; the agent's own unverified beliefs. When in doubt, don't log — or log as `inferred` / `low`. 3. **It is a learning, not a fact.** If it is a claim about your business / market / peop