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Recent picks

3picks · chronological

07-04

Switching from Superpowers to mattpocock/skills: Less Token Waste, More Control

The author shares a real-world comparison between Superpowers and mattpocock/skills, explaining why they switched. Superpowers uses hooks to enforce a rigid workflow, which is helpful for novices but often overcomplicates simple tasks and burns excessive tokens. mattpocock/skills takes a 'real engineer' approach, giving control back to the user via explicit commands like /grill-with-docs, /to-prd, /to-issues, and /implement. Key advantages: lower token consumption, built-in debugging (/tdd, /diagnosing-bugs), model handoff (/handoff), and architecture refactoring (/improve-codebase-architecture). The author pairs these skills with Fable 5 and Codex 5.5 models, storing PRDs and issues on GitHub for traceability. A candid take for engineers evaluating agent frameworks and tooling.

justinyan.me · 3 min · Agent Engineering · Claude Code Marketplace · Framework
06-30

5 Agent Skills I Use Every Day to Encode My Development Process

Matt Pocock, a seasoned engineer, shares 5 agent skills he uses daily to encode rigorous, repeatable processes for LLM agents, addressing their lack of memory and tendency to drift. Key skills include: grill-me (exhaustive questioning before coding), to-prd (turning discussions into PRDs), to-issues (slicing PRDs into vertical issues), tdd (forcing red-green-refactor cycles for quality), and improve-codebase-architecture (identifying shallow modules for deepening). The core insight: short, well-crafted skills can dramatically boost agent output quality.

www.aihero.dev · 8 min · Agent Skills · Claude Code · Process Encoding
06-08

Composable Agent Skills for Real Engineering Workflows

Matt Pocock's personal agent skills for Claude Code and Codex, targeting four common failure modes in AI-assisted development: misalignment, verbosity, broken code, and design entropy. Instead of controlling the process, these small, composable skills embed engineering fundamentals—grilling sessions for alignment, shared ubiquous language for concision, TDD red-green-refactor loops for code quality, and architecture rescue tools. They work with any model and are designed to be hacked and adapted in your own .claude directory.

github.com · 14 min · Agents · AI Engineering · Claude Code