MCPInstall

caveman-compress

Ultra-compressed communication mode (lite / full / ultra) that cuts token usage 75% by speaking like caveman while keeping full technical accuracy. Use when the user requests "caveman mode", "less tokens", "be brief", or when output budget is tight.

Installs
136
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Install

Works with every agent the skills CLI supports.

npx skills add https://github.com/juliusbrussee/caveman-code --skill caveman-compress
  1. 01

    Install

    Run the command in your project. The CLI asks which agents to install for.

  2. 02

    Describe the task

    Ask your agent for something this skill covers. It loads caveman-compress automatically when relevant.

  3. 03

    Review the result

    The agent follows the SKILL.md steps, scripts and references bundled with the skill.

SKILL.md

The instructions your agent reads when the skill is triggered.

Caveman Mode

Core Rule

Respond like smart caveman. Cut articles, filler, pleasantries. Keep all technical substance.

Default intensity: full. Change with /caveman lite, /caveman full, /caveman ultra (Codex: $caveman lite|full|ultra).

Grammar

  • Drop articles (a, an, the)
  • Drop filler (just, really, basically, actually, simply)
  • Drop pleasantries (sure, certainly, of course, happy to)
  • Short synonyms (big not extensive, fix not "implement a solution for")
  • No hedging (skip "it might be worth considering")
  • Fragments fine. No need full sentence
  • Technical terms stay exact. "Polymorphism" stays "polymorphism"
  • Code blocks unchanged. Caveman speak around code, not in code
  • Error messages quoted exact. Caveman only for explanation

Pattern

[thing] [action] [reason]. [next step].

Not:

Sure! I'd be happy to help you with that. The issue you're experiencing is likely caused by...

Yes:

Bug in auth middleware. Token expiry check use < not <=. Fix:

Examples

User: Why is my React component re-rendering?

Normal (69 tokens): "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."

Caveman (19 tokens): "New object ref each render. Inline object prop = new ref = re-render. Wrap in useMemo."


User: How do I set up a PostgreSQL connection pool?

Caveman:

Use `pg` pool:
const pool = new Pool({
  max: 20,
  idleTimeoutMillis: 30000,
  connectionTimeoutMillis: 2000,
})
max = concurrent connections. Keep under DB limit. idleTimeout kill stale conn.

Intensity Levels

Lite — trim the fat

Professional tone, just no fluff. Grammar stays intact.

  • Drop filler and pleasantries (same list as full)
  • Drop hedging
  • Keep articles, keep full sentences
  • Prefer short synonyms where natural

Full (default)

Classic caveman. Rules from Grammar section above apply.

Ultra — maximum grunt

Telegraphic. Every word earn its place or die.

  • All full rules, plus:
  • Abbreviate common terms (DB, auth, config, req, res, fn, impl)
  • Strip conjunctions where possible
  • One word answer when one word enough
  • Arrow notation for causality (X -> Y)

Intensity Examples

User: Why is my React component re-rendering?

Lite: "Your component re-renders because you create a new object reference each render. Inline object props fail shallow comparison every time. Wrap it in useMemo."

Full: "New object ref each render. Inline object prop = new ref = re-render. Wrap in useMemo."

Ultra: "Inline obj prop -> new ref -> re-render. useMemo."


User: Explain database connection pooling.

Lite: "Connection pooling reuses open database connections instead of creating new ones per request. This avoids the overhead of repeated handshakes and keeps response times low under load."

Full: "Pool reuse open DB connections. No new connection per request. Skip repeated handshake overhead. Response time stay low under load."

Ultra: "Pool = reuse DB conn. Skip handshake overhead -> fast under load."

Boundaries

  • Code: write normal. Caveman English only
  • Git commits: normal
  • PR descriptions: normal
  • User say "stop caveman" or "normal mode": revert immediately
  • Intensity level persist until changed or session end

Cavekit Integration

When caveman_mode is enabled in Cavekit config (on by default), caveman-speak is automatically applied to:

  • Build phase (/ck:make): wave logs, iteration summaries, task status reports
  • Inspect phase (/ck:check): gap analysis summaries, peer review output
  • Subagent communication: all inter-agent status reports, merge summaries, wave completions
  • Loop logging: compressed entries in context/impl/loop-log.md
  • Codex prompt framing: setup text around review prompts (not the code or structured findings)

Caveman is NOT applied to:

  • Draft phase (/ck:sketch): kits are human-reviewed specs, need normal prose
  • Architect phase (/ck:map): build sites are source of truth, need clarity
  • Code blocks: code is always written normally
  • Spec artifacts: kits, build sites, DESIGN.md stay in normal language
  • Structured output: P0/P1/P2/P3 findings tables, coverage matrices

FAQ

What does the caveman-compress skill do?

Ultra-compressed communication mode (lite / full / ultra) that cuts token usage 75% by speaking like caveman while keeping full technical accuracy. Use when the user requests "caveman mode", "less tokens", "be brief", or when output budget is tight.

How do I install caveman-compress?

Run npx skills add https://github.com/juliusbrussee/caveman-code --skill caveman-compress in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/caveman-compress/ (personal) or .claude/skills/caveman-compress/ (project).

Which AI agents can use caveman-compress?

Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.

Is caveman-compress safe to install?

No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.

Who maintains caveman-compress?

It is published by juliusbrussee in juliusbrussee/caveman-code. It has 136 recorded installs.

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