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mattpocock/skills

Skills for Real Engineers. Straight from my .claude directory.

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What it does

This project is a collection of reusable instruction sets (called 'skills') that guide AI coding assistants like Claude to behave more like disciplined engineers — asking clarifying questions, following structured workflows, and avoiding common mistakes. Instead of letting the AI take over and make decisions on its own, these skills keep the human builder in control while still getting the speed benefits of AI-assisted development.

Why it matters

With over 66,000 stars, this project signals a major market shift: builders are moving past the 'let AI do everything' phase and looking for ways to work with AI more reliably and predictably, which matters enormously for anyone shipping real products. For founders and PMs, this represents a practical middle ground between fully manual development and risky fully-autonomous AI coding — a workflow model that could define how product teams operate in the near future.

Why it's trending

The idea of packaging AI coding instructions as reusable, one-command-installable skills is clearly resonating with developers right now, as the project pulled in over 21,000 stars this week alone and generated five Hacker News discussions — a sign that builders are actively debating and sharing it, not just passively starring it. This kind of star velocity typically means the concept hit a nerve at exactly the right moment, when developers are looking for practical ways to get more structured, repeatable behavior out of tools like Claude rather than prompting from scratch every time. Worth noting: the traffic pattern triggered an automated manipulation flag, so while the genuine interest appears real, it's worth watching whether engagement holds at this level over the coming weeks before treating it as a fully validated signal.

31Active

On the radar — signal detected

Stars
79.2k
Forks
6.8k
Contributors
1
Language
Shell

Score updated May 14, 2026

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