What problem does it solve? Verbose AI responses waste output tokens and bury technical facts in filler. This Skill rewrites every reply into terse phrasing that keeps code, numbers, units, negations, and error strings exact, cutting output-token cost without losing substance. ## Core Features & Use Cases - Persistent compression levels: Choose lite, full, or ultra intensity, plus a wenyan mode for classical Chinese, and the level sticks for the whole session. - One-shot verbs: Run commit, review, refactor, stats, or help sub-commands for terse Conventional Commits messages, one-line review findings, in-place prose file compression, and honest savings reports. - Guarded file refactoring: A deterministic guard script backs up, validates structure (headings, code blocks, URLs, inline code), and atomically writes compressed prose files, refusing sensitive files outright. - Use Case: During a long debugging session, activate full mode so every answer arrives as compact fragments like "Bug in auth middleware. Token expiry check use < not <=.", then run the refactor verb to compress a bloated CLAUDE.md file with a verified backup. ## Quick Start Ask the agent to switch to caveman mode at full intensity and answer all subsequent questions tersely.