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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 →
inference shell
inference shell
create and run specialised agents in minutes
build now →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
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 →
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
inference shell
inference shell
create and run specialised agents in minutes
build now →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
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 →
Files
SKILL.md

Select a file.

Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
inference shell
inference shell
create and run specialised agents in minutes
build now →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
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 →
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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