Matt Pocock's Skills

Matt Pocock's agent skills for real engineering — grilling, spec/ticket flows, TDD, code review, domain modelling and...

A collection of 21 composable agent skills that embed real software engineering discipline into your AI-assisted workflow. Rather than vibe coding, these skills enforce structured practices: grilling sessions that stress-test your thinking before writing code, test-driven development with red-green-refactor loops, dual-axis code review (standards + spec compliance), domain modeling that builds a shared vocabulary, and spec/ticket generation that converts conversations into actionable work items.

The skills address four core failure modes when working with AI agents: misalignment (use grilling to clarify intent before building), verbosity (build domain language via CONTEXT.md and ADRs), non-functional code (TDD and structured debugging loops), and architectural decay (specs, architecture review, and codebase design skills).

How to use: Run /setup-matt-pocock-skills once per repo to configure issue tracking and documentation paths. Then use skills like /grill-me to stress-test a decision, /tdd for test-driven development, /to-spec to turn a conversation into a formal spec, /to-tickets to break plans into trackable tickets, /implement to build from specs with TDD, /code-review for dual-axis review, /domain-modeling to refine project terminology, /improve-codebase-architecture for architecture optimization, and /wayfinder to plan large multi-session work.

Other plugins

Frontend Design

Craft production-grade frontends with distinctive design. Generates polished code that avoids generic AI aesthetics.

Claude learns brainstorming, subagent development with code review, debugging, TDD, and skill authoring through Superpowers.

Code Review

AI code review with specialized agents and confidence-based filtering for pull requests

Upstash Context7 MCP server for live docs lookup. Pull version-specific docs and code examples from source repos into LLM context.

Code Simplifier

Code clarity agent: simplifies and refines recently modified code while preserving functionality and consistency.

Browser automation and end-to-end testing MCP server by Microsoft. Enables Claude to interact with web pages, take screenshots, fill forms, and automate testing workflows.