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Matt Pocock

9 articles · Page 1 of 1
Continuous Delivery 2.0
Continuous Delivery 2.0
Sep 9, 2026 · Artificial Intelligence

Matt Pocock's Agent Skill Design Checklist: 4 Steps to Reliable Skills

This article summarizes Matt Pocock's four-step checklist for designing effective AI agent skills: choose between user-invoked and model-invoked triggers, structure skills with steps and references using context pointers, control agent behavior with concise guide words like 'vertical slice', and prune redundancy by eliminating duplication, sediment, and no-ops.

AI Agent DesignAgent SkillsContext Pointers
0 likes · 9 min read
Matt Pocock's Agent Skill Design Checklist: 4 Steps to Reliable Skills
Architecture Digest
Architecture Digest
Sep 3, 2026 · Artificial Intelligence

Matt Pocock's AI Skills: 238K Stars, 18M Installs - Engineering Discipline for LLMs

The article reviews Matt Pocock's open-source 'skills' repository (238K stars, 18M+ installs), which codifies classic software engineering practices—requirement clarification via AI questioning, test-driven development, bug diagnosis protocols, architecture improvement, and end-to-end workflow automation—into lightweight, triggerable skill files for AI coding assistants like Claude Code, emphasizing human judgment over rigid frameworks.

AI coding assistantsAgent SkillsClaude Code
0 likes · 12 min read
Matt Pocock's AI Skills: 238K Stars, 18M Installs - Engineering Discipline for LLMs
Continuous Delivery 2.0
Continuous Delivery 2.0
Aug 27, 2026 · Fundamentals

Six AI Coding Failure Modes and How to Fix Them: Be the Strategic Commander

Matt Pocock identifies six failure modes in AI-assisted programming — misaligned intent, verbose but unclear output, unrunnable code, shallow module proliferation, cognitive overload, and disinvestment in system design — and prescribes strategic remedies like Grill Me questioning, ubiquitous language glossaries, TDD feedback loops, deep module design, interface-first delegation, and daily design investment to keep AI as a tactical executor under human strategic command.

AI codingDDDGrill Me
0 likes · 9 min read
Six AI Coding Failure Modes and How to Fix Them: Be the Strategic Commander
Shuge Unlimited
Shuge Unlimited
Jul 13, 2026 · Artificial Intelligence

Can AI Coding Run Wild? Matt Pocock’s 21 Skills Enforce Engineering Discipline for Agents

The article analyzes Matt Pocock’s open‑source mattpocock/skills library, showing how its 21 carefully designed skills translate decades‑old software‑engineering disciplines into actionable agent commands that address four classic pain points, enforce a two‑layer invocation model, and guide a complete idea‑to‑ship workflow while remaining tool‑agnostic.

AI AgentsAgent SkillsMatt Pocock
0 likes · 16 min read
Can AI Coding Run Wild? Matt Pocock’s 21 Skills Enforce Engineering Discipline for Agents
Tech Minimalism
Tech Minimalism
Jun 20, 2026 · Artificial Intelligence

How to Build a Real‑Project AI Coding Environment with Matt Pocock’s Skills

The article explains why AI‑assisted coding fails without a solid engineering feedback loop, introduces Matt Pocock’s open‑source .claude/skills workflow, and provides a step‑by‑step guide—including requirement clarification, PRD generation, vertical task slicing, TDD, debugging and architecture upkeep—to create a reproducible AI programming environment.

AI codingClaude CodeMatt Pocock
0 likes · 15 min read
How to Build a Real‑Project AI Coding Environment with Matt Pocock’s Skills
AI Architecture Path
AI Architecture Path
May 3, 2026 · Artificial Intelligence

How Matt Pocock’s Open‑Source ‘Skills’ Turns AI Coding from Vibe to Engineer‑Level Precision

Matt Pocock’s open‑source ‘Skills’ framework tackles four common AI‑coding pitfalls—misaligned requirements, verbose output, non‑runnable code, and architectural decay—by providing lightweight, composable skills such as deep‑questioning, domain‑language generation, test‑driven development, and architecture‑guardrails, enabling engineers to guide AI with disciplined, reproducible workflows.

AI codingMatt PocockSkills
0 likes · 15 min read
How Matt Pocock’s Open‑Source ‘Skills’ Turns AI Coding from Vibe to Engineer‑Level Precision
Node.js Tech Stack
Node.js Tech Stack
Apr 29, 2026 · Artificial Intelligence

Why TypeScript Guru Matt Pocock’s New AI Skills Reject Vibe Coding

Matt Pocock, a leading TypeScript educator, open‑sources the mattpocock/skills repository, offering modular AI‑driven coding “Skills” that keep engineers in control, address four common AI‑coding pitfalls, and provide concrete tools for disciplined, token‑efficient development.

AI codingAgent SkillsMatt Pocock
0 likes · 13 min read
Why TypeScript Guru Matt Pocock’s New AI Skills Reject Vibe Coding