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SK

mattpocock/skills

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

218k Stars19k Forks350 Open Issues218k WatchersShellMIT
AI AgentDeveloper ToolUI Framework
Review Readiness

This repository page has enough original analysis, source evidence, and comparison context to be treated as an indexable Git-Stars review.

100

review score

Indexable review
Decision Snapshot

Problem solved

This project addresses the common problem of AI agents not doing what developers want, often due to miscommunication and lack of context. It provides structured 'grilling' sessions to align on requirements and build a shared language, reducing verbosity and improving codebase navigation for agents.

Deployment reality

The available setup signal starts with: npx skills@latest add mattpocock/skills. Treat this as a starting point, then ask Codex or Claude to inspect the README, environment variables, runtime version, and deployment target before production use.

Commercial use

The recorded license is MIT. This is a useful commercial-use signal, but teams should still verify license text, dependencies, model/API terms, and trademark constraints.

Capability ceiling

The skills are designed to be small, composable, and model-agnostic, covering areas like requirement elicitation (`/grill-me`, `/grill-with-docs`) and documentation of decisions (ADRs). They are based on the author's engineering experience and are meant to be hacked and adapted. Limitations include the need for manual setup per repo and potential dependency on the author's workflow preferences.

Source and compliance noteLast synced: Aug 16, 2026

Git-Stars is independent and not affiliated with GitHub or this project. Analysis may be AI-assisted and based on public repository metadata plus short README-derived summaries. We do not mirror full README files, docs, issues, or social comments.

Original GitHub sourceMethodologyEditorial Policy
Editorial Evaluation

mattpocock/skills is tracked as a Shell project in the AI Agent, Developer Tool, UI Framework area. This evaluation combines public GitHub metadata, category signals, short source summaries, and Git-Stars editorial rules rather than copying project documentation.

Momentum check: the repository has 218k total stars, with +819 today, +8.4k this week, and +43k this month. These growth windows help distinguish durable adoption from short-lived visibility spikes.

Maintenance check: current activity is Moderate; the latest push was 59 days ago, and the open issue queue is 350, about 0.16% of total stars. Treat this as an adoption signal, not a substitute for engineering due diligence.

Adoption check: 19k forks and 218k watchers suggest how often the project is reused or followed. License signal: MIT. Always verify license compatibility before commercial or internal use.

Practical fit: this project is most relevant when you need Shell teams evaluating ecosystem-native tooling. Be cautious when you need a legal review, security audit, or production SLA.

Source check: Git-Stars currently has 2 explicit source reference(s) for this report and a recent growth signal of 43k. Follow the original GitHub repository for final install, security, and release information.

Evidence Checklist

Analysis

Ready

Original problem, capability, and verdict guidance are available.

Sources

Ready

Repository metadata and README/source references are attached.

License

Ready

MIT is recorded for review.

Maintenance

Ready

Recent activity is visible in repository metadata.

Alternatives

Ready

Enough nearby projects exist for comparison.

Best For
  • Shell teams evaluating ecosystem-native tooling
  • teams that prefer mature projects with broad adoption signals
Avoid When
  • you need a legal review, security audit, or production SLA
Adoption Signals

Momentum

218k Stars

Reuse

19k Forks

Attention

218k Watchers

Maintenance

moderate

License

MIT

Open issues

350

Overview

A collection of small, composable agent skills designed for real engineering work, not vibe coding. They help align AI agents with developers, reduce verbosity, and improve code quality through techniques like grilling sessions, shared language, and test-driven development.

Key Features

- Grilling sessions (/grill-me, /grill-with-docs) to align on requirements before coding - Shared language via CONTEXT.md to reduce verbosity and improve consistency - Test-driven development (/tdd) and debugging (/diagnosing-bugs) skills for better code quality

Tool Positioning

AI Agent

Agent frameworks, autonomous workflows, and tool-use systems

Developer Tool

Tools that improve coding, testing, build, and local workflow

UI Framework

Frontend frameworks, design systems, and interface libraries

Quick Start
npx skills@latest add mattpocock/skills
View on GitHub Project Homepage
Project Activity

80

Health Score

Moderate

Commit Activity

Feb 3, 2026

Created

Aug 15, 2026

Last push

Source Trail

GitHub repository metadata

metadata

GitHub README

readme_summary

Star History

Star history will appear after daily syncs accumulate data.

Community Health
19k

Forks

350

Open

218k

Watchers

Owner
SK

mattpocock

GitHub profile
Topics & Language
Shell
Ecosystem & Usage
GitHub Repository Project Website
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License
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CreatedFeb 3, 2026
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Last syncedAug 16, 2026
Repository Standards

✓

License

✓

Forked

~ Moderate

Maintained