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Writing Great Skills

vinvcn/mattpocock-skills-zh-cn

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.

skills.sh installs
2.1K
GitHub stars
5.7K
last updated
Aug 21, 2026
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Install

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

Installs into .claude/skills of the current project.

Files

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.

Browse the repository on GitHub

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Details

Repository
github.com/vinvcn/mattpocock-skills-zh-cn
Category
Documentation
First seen
Jul 14, 2026

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