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Independent project, not affiliated with Anthropic
vinvcn avatar

Writing Great Skills

vinvcn/mattpocock-skills-zh-cn
2.1k installs3k stars
Summary

This is a Chinese translation of Matt Pocock's meta skill for writing better Claude skills. The core idea is that skills exist to squeeze determinism out of randomness by making the process predictable, not the output. It walks you through the model-invoked versus user-invoked tradeoff, which comes down to context load versus cognitive load. The real insight is treating your description as a cost center: every word in a model-invoked description burns tokens on every turn, so you trim ruthlessly or flip it to user-invoked if the agent doesn't need to discover it automatically. If you're building skills or maintaining a collection that's gotten unwieldy, this gives you a clear framework for when to let the model see something and when to hide it behind manual invocation.

Install to Claude Code

npx -y skills add vinvcn/mattpocock-skills-zh-cn --skill writing-great-skills --agent claude-code

Installs into .claude/skills of the current project.

CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
Lid closed, agents working
Lid closed, agents working
Keeps your Mac awake while Claude Code, Codex or Cursor works. Lets it sleep when they are done.
Try free for 7 days →
Block distraction from your iPhone for freeBlock distraction from your iPhone for free
Block distraction from your iPhone for free
Block distracting apps from your iPhone permanently without a 3rd party app. Free and open source.
Block now (100% free) →
Granola, the best AI meeting recorder
Granola, the best AI meeting recorder
Notes, actions and memory. Without a meeting bot. First month 100% off.
Download for free →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
Open Steps
Open Steps
Free an open-source skills that make AI coding agents easier to understand, verify, and control.
Download for free →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Agent, connect blockchain
Agent, connect blockchain
Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
Lid closed, agents working
Lid closed, agents working
Keeps your Mac awake while Claude Code, Codex or Cursor works. Lets it sleep when they are done.
Try free for 7 days →
Block distraction from your iPhone for freeBlock distraction from your iPhone for free
Block distraction from your iPhone for free
Block distracting apps from your iPhone permanently without a 3rd party app. Free and open source.
Block now (100% free) →
Granola, the best AI meeting recorder
Granola, the best AI meeting recorder
Notes, actions and memory. Without a meeting bot. First month 100% off.
Download for free →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
Open Steps
Open Steps
Free an open-source skills that make AI coding agents easier to understand, verify, and control.
Download for free →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Agent, connect blockchain
Agent, connect blockchain
Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →
Files
SKILL.md

Select a file.

Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
Lid closed, agents working
Lid closed, agents working
Keeps your Mac awake while Claude Code, Codex or Cursor works. Lets it sleep when they are done.
Try free for 7 days →
Block distraction from your iPhone for freeBlock distraction from your iPhone for free
Block distraction from your iPhone for free
Block distracting apps from your iPhone permanently without a 3rd party app. Free and open source.
Block now (100% free) →
Granola, the best AI meeting recorder
Granola, the best AI meeting recorder
Notes, actions and memory. Without a meeting bot. First month 100% off.
Download for free →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
Open Steps
Open Steps
Free an open-source skills that make AI coding agents easier to understand, verify, and control.
Download for free →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Agent, connect blockchain
Agent, connect blockchain
Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →
Categories
Documentation
First SeenJul 14, 2026
View on GitHub

More from vinvcn/mattpocock-skills-zh-cn

All 39 skills →
  • Diagnose1.7k
  • Caveman1.7k
  • Zoom Out1.7k
  • Write A Skill1.7k
  • Review914
  • Grill Me4.8k
  • Grill With Docs4.5k
  • Setup Matt Pocock Skills4.3k
  • Tdd4.3k
  • Handoff4.3k
  • Improve Codebase Architecture4.2k
  • Prototype4.2k
  • Triage4.1k
  • Git Guardrails Claude Code4k
  • Scaffold Exercises4k
  • Setup Pre Commit4k
  • Migrate To Shoehorn3.9k
  • Teach3.6k
  • Grilling2.6k
  • Ask Matt2.5k
  • Domain Modeling2.5k
  • Diagnosing Bugs2.5k
  • Code Review2.5k
  • Implement2.5k

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