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mattpocock/caveman

極度精簡的通訊模式。透過刪除填充詞、冠詞和客套話,將 token 用量減少約 75%,同時保持完全的技術準確性。當使用者說「caveman mode」、「talk like caveman」、「use caveman」、「less tokens」、「be brief」或呼叫 /caveman 時使用。

caveman 是什麼?

這個技能定義了一種「穴居人模式」,旨在大幅壓縮 AI 代理(如 Claude Code)的回應長度,以節省 token 用量。它透過消除所有非必要的語言元素,例如冠詞、介詞、助動詞和禮貌用語,只保留傳達技術含義的核心詞彙來達成目標。特別適用於需要極度簡潔回覆的場景,例如在開發者工具中快速排查問題、執行命令行指令或閱讀原始碼分析時。啟用方式很簡單,使用者只需對 AI 說出「caveman mode」、「talk like caveman」、「use caveman」等關鍵短語,或直接輸入「/caveman」命令即可觸發。實作上,該技能會為 AI 提供一套明確的壓縮規則範例,指導其輸出格式,確保雖然用字極簡,但技術資訊的完整性和準確性不減,預估可節省高達 75% 的 token 量。

相容平台~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/mattpocock/skills/tree/main/skills/caveman

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說明文件

caveman 是做什麼的?

極度精簡的通訊模式。透過刪除填充詞、冠詞和客套話,將 token 用量減少約 75%,同時保持完全的技術準確性。當使用者說「caveman mode」、「talk like caveman」、「use caveman」、「less tokens」、「be brief」或呼叫 /caveman 時使用。

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

mattpocock/ask-matt

Ask which skill or flow fits your situation. A router over the skills in this repo.

mattpocock/claude-handoff

Hand the current conversation off to a fresh background agent that picks up the work immediately.

mattpocock/codebase-design

Shared vocabulary for designing deep modules. Use when the user wants to design or improve a module's interface, find deepening opportunities, decide where a seam goes, make code more testable or AI-navigable, or when another skill needs the deep-module vocabulary.

mattpocock/design-an-interface

Generate multiple radically different interface designs for a module using parallel sub-agents. Use when user wants to design an API, explore interface options, compare module shapes, or mentions "design it twice".

mattpocock/diagnose

Disciplined diagnosis loop for hard bugs and performance regressions. Reproduce → minimise → hypothesise → instrument → fix → regression-test. Use when user says "diagnose this" / "debug this", reports a bug, says something is broken/throwing/failing, or describes a performance regression.

mattpocock/diagnosing-bugs

Diagnosis loop for hard bugs and performance regressions. Use when the user says "diagnose"/"debug this", or reports something broken/throwing/failing/slow.

mattpocock/domain-modeling

Build and sharpen a project's domain model. Use when the user wants to pin down domain terminology or a ubiquitous language, record an architectural decision, or when another skill needs to maintain the domain model.

mattpocock/edit-article

Edit and improve articles by restructuring sections, improving clarity, and tightening prose. Use when user wants to edit, revise, or improve an article draft.

mattpocock/git-guardrails-claude-code

Set up Claude Code hooks to block dangerous git commands (push, reset --hard, clean, branch -D, etc.) before they execute. Use when user wants to prevent destructive git operations, add git safety hooks, or block git push/reset in Claude Code.

mattpocock/grilling

Grill the user relentlessly about a plan or design. Use when the user wants to stress-test a plan before building, or uses any 'grill' trigger phrases.

mattpocock/grill-me

Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree. Use when user wants to stress-test a plan, get grilled on their design, or mentions "grill me".

mattpocock/grill-with-docs

Grilling session that challenges your plan against the existing domain model, sharpens terminology, and updates documentation (CONTEXT.md, ADRs) inline as decisions crystallise. Use when user wants to stress-test a plan against their project's language and documented decisions.

mattpocock/handoff

Compact the current conversation into a handoff document for another agent to pick up.

mattpocock/implement

Implement a piece of work based on a PRD or set of issues.

mattpocock/implement-spec

Implement a specification in code.

mattpocock/improve-codebase-architecture

Scan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick.

mattpocock/loop-me

Grill me about specs for the workflows I want to build, within this workspace.

mattpocock/migrate-to-shoehorn

Migrate test files from `as` type assertions to @total-typescript/shoehorn. Use when user mentions shoehorn, wants to replace `as` in tests, or needs partial test data.

mattpocock/obsidian-vault

Search, create, and manage notes in the Obsidian vault with wikilinks and index notes. Use when user wants to find, create, or organize notes in Obsidian.

mattpocock/prototype

Build a throwaway prototype to flesh out a design — a runnable terminal app for state/business-logic questions, or several radically different UI variations toggleable from one route.

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