Matt Pocock · @mattpocock ↗

Skills For Real Engineers

The agent skills Matt Pocock uses every day for real engineering. You get opinionated workflows for planning, debugging, code review, and architecture, not vibe coding.

167.8k stars Updated Jun 25, 2026 MIT 35 skills

The roster

Grill Your Plan

Matt Pocock

Grill your plan or design with a relentless interview that surfaces every gap, assumption, and edge case before you write a line of code.

skills/grill-me 167.8k
Coming soon

design-an-interface

Matt Pocock

skills/design-an-interface 167.8k
Coming soon

qa

Matt Pocock

skills/qa 167.8k
Coming soon

request-refactor-plan

Matt Pocock

skills/request-refactor-plan 167.8k
Coming soon

ubiquitous-language

Matt Pocock

skills/ubiquitous-language 167.8k
Coming soon

ask-matt

Matt Pocock

skills/ask-matt 167.8k
Coming soon

codebase-design

Matt Pocock

skills/codebase-design 167.8k
Coming soon

diagnosing-bugs

Matt Pocock

skills/diagnosing-bugs 167.8k
Coming soon

domain-modeling

Matt Pocock

skills/domain-modeling 167.8k
Coming soon

grill-with-docs

Matt Pocock

skills/grill-with-docs 167.8k
Coming soon

implement

Matt Pocock

skills/implement 167.8k
Coming soon

improve-codebase-architecture

Matt Pocock

skills/improve-codebase-architecture 167.8k
Coming soon

prototype

Matt Pocock

skills/prototype 167.8k
Coming soon

resolving-merge-conflicts

Matt Pocock

skills/resolving-merge-conflicts 167.8k
Coming soon

setup-matt-pocock-skills

Matt Pocock

skills/setup-matt-pocock-skills 167.8k
Coming soon

tdd

Matt Pocock

skills/tdd 167.8k
Coming soon

to-issues

Matt Pocock

skills/to-issues 167.8k
Coming soon

to-prd

Matt Pocock

skills/to-prd 167.8k
Coming soon

triage

Matt Pocock

skills/triage 167.8k
Coming soon

decision-mapping

Matt Pocock

skills/decision-mapping 167.8k
Coming soon

loop-me

Matt Pocock

skills/loop-me 167.8k
Coming soon

review

Matt Pocock

skills/review 167.8k
Coming soon

writing-beats

Matt Pocock

skills/writing-beats 167.8k
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writing-fragments

Matt Pocock

skills/writing-fragments 167.8k
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writing-shape

Matt Pocock

skills/writing-shape 167.8k
Coming soon

git-guardrails-claude-code

Matt Pocock

skills/git-guardrails-claude-code 167.8k
Coming soon

migrate-to-shoehorn

Matt Pocock

skills/migrate-to-shoehorn 167.8k
Coming soon

scaffold-exercises

Matt Pocock

skills/scaffold-exercises 167.8k
Coming soon

setup-pre-commit

Matt Pocock

skills/setup-pre-commit 167.8k
Coming soon

edit-article

Matt Pocock

skills/edit-article 167.8k
Coming soon

obsidian-vault

Matt Pocock

skills/obsidian-vault 167.8k
Coming soon

grilling

Matt Pocock

skills/grilling 167.8k
Coming soon

handoff

Matt Pocock

skills/handoff 167.8k
Coming soon

teach

Matt Pocock

skills/teach 167.8k
Coming soon

writing-great-skills

Matt Pocock

skills/writing-great-skills 167.8k

What it does

These are the agent skills Matt Pocock uses for real engineering, built to fix the common ways coding agents go wrong. The centerpiece is the grilling session: before you build, the agent interrogates you about what you actually want, closing the gap that produces the wrong thing. Others build a shared project vocabulary that cuts agent verbosity, tighten feedback loops, and cover planning, debugging, code review, and architecture.

The skills are small, composable, and easy to adapt rather than a heavy process that takes over your workflow, and they work with any model. Run one setup command, pick the skills and agents you want, and make them your own.

When to use it

  • Your agent didn't build what you actually wanted

    Grilling sessions make it ask the hard questions up front so the plan matches your intent.

  • You're planning a feature before writing code

    Turn a rough idea into a PRD, issues, and a design the agent can execute.

  • You're deep in a bug or a messy codebase

    Structured workflows for diagnosing bugs, refactoring, and reviewing instead of vibe coding.

  • You want your agent to write like an engineer

    Opinionated skills for TDD, domain modeling, and clear technical writing.


Common questions

What's included in Skills For Real Engineers?

Skills For Real Engineers is a set of 35 agent skills Matt Pocock uses daily, with opinionated workflows for planning, debugging, code review, and architecture. They are built to be small, composable, and easy to adapt.

Do I have to install all 35 skills?

No. When you run npx skills@latest add mattpocock/skills you pick the skills you want and the agents to install them on. The setup step /setup-matt-pocock-skills then configures your issue tracker and preferences.

Which models and agents do they work with?

Skills For Real Engineers work with any model and with agents like Claude Code and Codex. They avoid owning the whole process, so you keep control and can resolve issues yourself.

Is it free?

Yes. Skills For Real Engineers is open-source under the MIT license with no paid tier.