why many token when few do trick

Caveman make your AI agent say less and read less. Code stay exact. Brain still big.

Cited by Adobe Research · A/B tested by JetBrains · Remade for Elasticsearch on Elasticsearch Labs #1 on Hacker News · #1 on GitHub Trending · "No way this actually works." ThePrimeagen

Install · Six rocks · Proof · Say less · Read less · Auto · Blocks · Commands · Caveman Cloud

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The reason your React component is re-rendering is likely because you're creating a new object reference on each render cycle. When you pass an inline object as a prop, React's shallow comparison sees it as a different object every time, which triggers a re-render. I'd recommend using useMemo to memoize the object.

New object ref each render, so React re-renders. Wrap the prop in useMemo.

Same fix. 63 token become 20. Brain still big.

Pick your club:

Skill	Same answer	Tokens
/caveman	New object ref each render, so React re-renders. Wrap the prop in useMemo.	20
/ultracave	Inline object prop, new ref, re-render. useMemo.	14
/megacave	新參照致重繪。useMemo。	13

Token counts: tiktoken o200k.

Install

npx @caveman-ai/cli@latest

One command. Mac, Linux, Windows. Caveman find your agents and your logins, show what it change. Press Enter. Done. Needs Node.js 22.13+.

After that, plain claude stays caveman'd. So do Codex, Gemini CLI, OpenCode, and 30+ more. It runs on your machine, with your keys and your Claude Pro/Max login. One rock. That it.

Had caveman before 4.0? Say @latest, or the old copy on your machine wins. Already set up? caveman setup opens the screen again. Only want shorter answers? Get just the skill.

Six rocks, one install

New in 4.0: caveman is six parts. All on after install. Each has its own switch.