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# caveman-learn skill
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Close the loop on `caveman learn`. The command finds where your agent's tokens
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go; this skill walks through the findings with you and applies the fixes, one
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approved edit at a time.
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## Install
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caveman skills install caveman-learn # this repo's .claude/skills
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caveman skills install caveman-learn --user # all repos (~/.claude/skills)
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caveman skills install caveman-learn --agent codex
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## What it does
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1. Runs `caveman learn report --json` and shows your Setup Score and the
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findings, biggest first.
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2. For each finding you pick, it proposes a fix and asks yes or no:
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- **Safe fix** (a heavy CLAUDE.md, a skill you never use): a concrete trim.
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It is kept only if it measurably makes every message smaller.
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- **Repeated text** (text you paste again in session after session): move it
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to **Caveman memory** (cavemem). The full text is stored once, the agent
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recalls a short version when it needs it, and a small pointer stays
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behind. Kept only when it beats pasting, and only after a test recall
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proves the text still comes back.
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- **Needed** (setup your agent relies on): never touched.
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After an approved edit passes its re-check, `caveman learn applied <id>`
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records which finding was fixed, how, when, and its size before. Later scans
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compare the sessions after the fix and report `improved`, `unchanged`,
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`regressed`, or `insufficient_data` (not enough sessions yet). This record
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does not edit your own or your repository's files.
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## Honesty
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Everything is an estimate (`inferred`): no currency, never "verified". Every
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edit waits for your yes and can be undone. A move to memory that would leave
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the agent unable to recall the text is rejected. `caveman learn` itself never
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edits your files; this skill does, and only with your yes.
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