AI Skills for Real Engineers

The skill set

Learn grill-with-docs: combine AI interviewing with domain-driven design to build better codebases with shared language and less repetition.

A guide to the to-prd skill for creating a PRD from current conversation and codebase context.

A guide to the to-issues skill for turning plans and PRDs into tracer-bullet implementation issues.

A guide to Matt Pocock's tdd skill for implementing features one behavior at a time.

A guide to the handoff skill for compacting context so another agent or session can continue cleanly.

A guide to the prototype skill for testing UI, state, and product decisions before committing to implementation.

A guide to the improve-codebase-architecture skill for finding refactors that make code easier to test, change, and navigate with agents.

Learn how to use the Triage skill to organize GitHub issues, turn messy ideas into actionable tasks for AI agents, and manage backlogs efficiently.

May 11, 2026 — Skills Changelog: /handoff, /prototype, /review and /writing
Two new AI agent skills: /handoff for passing context between agents, and /prototype for building throwaway prototypes to test design decisions.
Apr 30, 2026 — Skills Changelog: Ubiquitous Language -> /grill-with-docs
Skills repo changelog: /grill-with-docs, ADRs, improved architecture language, multi-tracker support & new debugging skills.

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