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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 growing frustration with AI coding tools that "go rogue" — making sweeping changes, skipping steps, or confidently breaking things — has builders looking for ways to keep humans in the loop, and this project taps directly into that anxiety. Matt Pocock's collection of Claude instruction files picked up over 15,000 stars this week alone, suggesting it hit a nerve at exactly the right moment as more teams move from AI experimentation into daily production workflows. Worth noting that the heavily skewed star-to-contributor ratio (132,000 stars, one contributor) triggered a manipulation flag, so treat the raw numbers with some skepticism — but the underlying idea of structured, engineer-minded AI prompts is clearly resonating with builders who want speed without chaos.

35Active

On the radar — signal detected

Stars
146.9k
Forks
12.7k
Contributors
1
Language
Shell

Score updated Jun 25, 2026

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