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© 2026 Curated Agent Skills·Learn more about Agent Skills
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Expert collection · 25 stable skills

Matt Pocock Skills

A focused daily engineering loop built around alignment, domain language, feedback, and codebase design.

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How this collection thinks

Matt’s collection is an expert’s personal toolbox rather than a framework that owns the whole development process. It keeps the engineer in control, treats context as scarce, and now draws a sharper line between user-invoked orchestration and model-invoked disciplines. The emerging loop persists decisions in specs and tickets, schedules implementation from a dependency graph, reviews from fresh context, and uses retrospectives to improve the agent environment after the work.

Install

npx skills@latest add mattpocock/skills

Best for

Experienced individual developers and small teams that want a sharp daily workflow, especially for requirements interrogation, domain modeling, TDD, debugging, deep module boundaries, and explicit human control over when larger workflows begin.

Trade-offs

The 25 promoted skills remain strongest as a Claude Code-centered personal workflow, although editable copies work across agents. The most ambitious orchestration and self-improvement ideas are still under in-progress, rely on background agents, worktrees, issue graphs, and project conventions, and should not yet be treated as stable lifecycle coverage.

Latest evolution

From a skill menu to a learning workflow

Reviewed 2026-09-12 · upstream 3cca18b

The promoted catalog is still a deliberately small set of 25 engineering and productivity skills. The new direction is deeper orchestration rather than a larger stable menu: implementation is becoming a dependency-graph scheduler for parallel agents, while retrospective analysis turns failures from one session into better navigation, checks, review rules, tool use, and information access for the next.

What changed in the operating model

The repository now defines user-invoked skills as orchestration entry points and model-invoked skills as reusable disciplines, preventing one command layer from silently chaining into another.

Claude Code users can subscribe to a managed official-marketplace plugin, while the skills CLI remains the editable, cross-agent path; installing both would duplicate every skill.

The local linking script now excludes misc utilities as well as deprecated skills, confirming that the daily-driver collection is narrower than every public SKILL.md in the repository.

External reviewers consistently value the grilling, durable context, and human control, while also noting lighter launch coverage, weaker default delegation, and extra friction on large or already-clear tasks.

Experimental radar

Implement Spec
In progress

Treats tickets as a dependency graph, runs ready work in parallel worktrees, merges completed slices, and closes with independent review.

Retro
In progress

Reviews a coding session for durable improvements to navigation, automated checks, standards, tool economy, instructions, and information access.

Upstream repository and promoted inventoryLatest upstream boundary changeIndependent three-framework analysisRunning adoption reviewAddy Osmani comparison

Start here

Our reviewed entry points

These are the skills with the clearest standalone value. Each review explains the benefit and the cost.

Matt Pocock
Requirements

Grill Me

The clearest reason to install Matt’s collection. Grill Me turns vague intent into a visible decision tree and refuses to let the agent silently fill gaps, which directly addresses the most expensive failure in agentic coding: building the wrong thing quickly.

SourceRead review
Matt Pocock
Requirements

Grill With Docs

Grill With Docs improves on a normal requirements interview by turning resolved language and architectural choices into durable project context. That makes later sessions shorter and reduces inconsistent naming across both code and agent explanations.

SourceRead review
Matt Pocock
Testing

TDD

A pragmatic, seam-oriented TDD guide that insists on observing the failure before implementation and favors tests through public behavior. It is especially useful when coding agents otherwise add tests after the fact to bless what they already wrote.

SourceRead review
Matt Pocock
Debugging

Diagnosing Bugs

This skill makes debugging a sequence of evidence-producing gates: reproduce, minimize, hypothesize, instrument, fix, and regression-test. It is a strong antidote to agents editing the first suspicious line and declaring victory.

SourceRead review
Matt Pocock
Architecture

Codebase Design

Codebase Design gives agents a compact architectural vocabulary centered on deep modules, narrow interfaces, locality, and testable seams. It improves design conversations without pretending that a generic architecture pattern fits every repository.

SourceRead review

Watch & read

Related posts and videos

4 videos · 1 post covering this collection. Videos play right here.

grill-me: Get Grilled by AI Before It Starts Coding

Walks through the most popular skill in the repo, the one-question-at-a-time interrogation that forces alignment before an agent writes a line of code.

01Coder on YouTube

to-spec: Turning a Conversation Into an Accepted Specification

Second part of the engineering-chain series, showing how to-spec converts an open-ended discussion into a document the team can actually sign off on.

01Coder on YouTube

to-tickets: Breaking a Spec Into a Dependency Graph

Third part of the engineering-chain series, demonstrating how to-tickets slices an approved spec into ordered, independently verifiable work.

01Coder on YouTube

6 Common Pitfalls to Avoid, According to the Creator of the Skills Repo

Matt Pocock on the mistakes people make writing their own skills, and why fewer, sharper skills beat a large unfocused catalog.

01Coder on YouTube

grill-me: 让 AI 反过来拷问你

A written walkthrough of grill-me covering what it does, why the interrogation order matters, and two real sessions where it caught missing requirements.

VerySmallWoods

Stable inventory

All 25 curated skills

In-progress experiments are excluded from this editorial collection.

Workflow

Ask Matt

Routes a situation to the most appropriate workflow in the collection.

View skill source

Review

Code Review

Reviews a diff independently against repository standards and the originating specification.

View skill source

Architecture

Codebase Design

Designs deep modules with small interfaces, clean seams, and testable behavior.

View skill source

Domain Modeling

Sharpens project terminology, edge cases, context documents, and architectural decisions.

View skill source

Improve Codebase Architecture

Surveys a codebase for high-leverage opportunities to deepen module boundaries.

View skill source

Debugging

Diagnosing Bugs

Runs a gated diagnosis loop from reproduction and minimization through instrumentation and regression testing.

View skill source

Requirements

Grill With Docs

Interrogates a design while building shared vocabulary and recording decisions as it goes.

View skill source

Grill Me

Relentlessly interviews the user until every reachable branch of a decision is resolved.

View skill source

Grilling

Provides the reusable design-tree interrogation discipline behind Matt’s interview workflows.

View skill source

To Questionnaire

Produces a focused questionnaire for a domain expert who holds missing decisions.

View skill source

Build

Implement

Implements an approved specification or ticket set through explicit engineering seams.

View skill source

Discovery

Prototype

Builds disposable code to answer a focused state, logic, or interface design question.

View skill source

Research

Research

Investigates a technical question against primary sources and saves a cited research artifact.

View skill source

Git

Resolving Merge Conflicts

Resolves conflicts hunk by hunk from the documented intent of both branches.

View skill source

Setup

Setup Matt Pocock Skills

Configures issue tracking, triage vocabulary, and project documentation conventions.

View skill source

Testing

TDD

Applies a strict red-green loop and defines what makes an integration test worth keeping.

View skill source

Planning

To Spec

Synthesizes the current conversation into a specification without restarting discovery.

View skill source

To Tickets

Breaks work into tracer-bullet tickets with explicit blocking relationships.

View skill source

Triage

Moves issues and external pull requests through defined verification and briefing states.

View skill source

Wayfinder

Maps large multi-session work as a graph of decisions before implementation begins.

View skill source

Operations

Wizard

Creates an interactive script for manual infrastructure, credentials, and cutover steps.

View skill source

Productivity

Handoff

Compacts a conversation into a durable artifact that another agent can continue from.

View skill source

Teach

Runs a stateful, multi-session learning workflow inside a dedicated workspace.

View skill source

Communication

Wait, What?

Re-pitches a confusing explanation in simplified project language.

View skill source

Agent Design

Writing for Agents

Makes skills and instruction documents produce predictable agent behavior.

View skill source

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