Matt Pocock released a new AI skill called /triage that automates issue triage on project trackers by categorizing issues, verifying claims, and moving them through a state machine. The skill requires…
Developer Emile Silvis compared two approaches to building a Plants vs Zombies clone with LLMs: a highly controlled agent that grilled him on specs versus an autonomous agent given only a creative goa…
Developer Matt Pocock released a public repository of AI agent skills for Claude Code, packaged as markdown files that define repeatable workflows for tasks like spec interrogation and PRD writing. Th…
A developer shares key observations on using AI tools effectively in coding as of July 2026, emphasizing clarity, shared understanding, and surgical context. The developer recommends stating goals and…
A developer argues that JavaScript still lacks the ability to ship full-stack modules, unlike ecosystems like Rails and Laravel. They propose that pre-built, well-tested 'full-stack modules' would ben…
Developer chaliy outlines a three-phase approach to coding with AI agents: design, implementation, and ship. The design phase focuses on challenging assumptions through agent interaction, implementati…
Matt Pocock, creator of the most-starred AI skills repository on GitHub with over 130,000 stars, discussed his pragmatic approach to AI development, emphasizing the importance of the 'harness'—prompts…
A developer shared a set of agent skills used for development, including skills for interviewing users about plans, creating PRDs, breaking down plans into GitHub issues, implementing tasks with TDD, …
A new agentic lifecycle introduces eight phases with deterministic gates between each pair, limiting human intervention to exactly two mandatory moments: approving the spec and a final review. The lif…
A developer has created a complete, free, open-source AI-coding handbook in Bangla, expanding on Matt Pocock's Dictionary of AI Coding. The resource includes 62 translated terms with daily-life analog…
A shift in open-source AI agents from general coding assistants to specialized tools, featuring four GitHub repositories as examples. These include "mattpocock/skills," which enforces engineering disc…