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web/agent/skills/caveman-learn/README.md
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web/agent/skills/caveman-learn/README.md
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# caveman-learn skill
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Close the loop on `caveman learn`. The command measures where your agent's tokens
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go; this skill reviews that plan with you and applies the fixes — one approved edit
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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 Cave Score + ranked token sinks.
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2. For each sink you pick, proposes a fix and asks yes/no:
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- **reducible** (heavy CLAUDE.md, never-invoked skill) → a concrete trim, applied
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only if it measurably lowers tokens/turn.
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- **recurring_context** (context you re-establish every session) → offload it to
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**cavemem** (`cavemem_offload`): stored raw, compacted at recall on demand, with a
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cheap pointer left behind. Applied only when it beats re-pasting, and only after
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a confirming recall proves the content still comes back.
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- **load_bearing** → never touched.
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## Honesty
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Everything is `inferred` — no currency, no "verified". Every edit is consent-gated and
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reversible, and an offload that would leave the agent unable to recall the content is
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rejected. The analyzer never edits your files; this skill does, only with your yes.
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