· 2 min read
Using Matt Pocock Skills
The pinnacle of AI software engineering in 2026
I have been using Matt Pocock’s Skill files for around 4-5 months.
I believe this skill files are the #pinnacle of AI driven software development.
I have been developing a pretty complex life OS app for myself. And I rarely touch code. The stuff I developed in a month, would have taken me more than 6-7 months of coding by hand.
The codebase has around 1200 frontend tests and 900 tests. And these are good quality tests written with perfectly done TDD.
There are 4 main skills that are need to be run in order:
1. /grill-with-docs - requirement gathering
• Asks you questions repeatedly until you and the agent have shared understanding. • It then updates CONTEXT.md and other docs which improves working with future agent. • With this you avoid the “I had told you to implement like this” problem later.
This skill is way better than usual plan mode.
FYI: I do discuss technical implementation, libraries, etc with agent and simplify my architecture. Sometimes, I perform a grilling session but hold implementation if design is too complex.
2. /to-spec - detailed specifications
3. /to-tickets - convert to tickets
4. /implement {ticketNo}
• calls /tdd over the ticket and /code-review which does an spec review and code review.
• The spec review is a game changer IMO.
The only 2 parts where I was focus on are /grill-wi:th-docs and /implement.
5. /afk - my personal skill to run /implement in a loop while I am away-from-keyboard
I found myself calling /implement a lot with each ticket, so I created a /afk skill to which I can pass multiple tickets. It calls subagents with /implement {ticketNo} sequentially and also handles retries if subagent fails to commit.
Which means, the only step I focus on now carefully is grilling and everything else is done by the agent.
- I write my posts by hand.