Coding agents' verbose text output is hurting usability, and HumanLayer has released an open-source skill called show-me that prompts agents to explain code visually using component trees, call stacks…
A new report from Faros AI finds that since the adoption of AI coding tools in January and February, pull-request review quality has declined, with more comments, longer comments, and many PRs merged …
Matt Pocock's new skill, /to-questionnaire, turns open questions into a Markdown questionnaire document that can be sent to a specific person for async or meeting-based completion. The skill, installa…
Matt Pocock's /wizard skill generates an interactive bash script that walks a human through manual setup procedures, such as wiring third-party services or running one-off migrations, by opening URLs,…
Martin Fowler says context is the bottleneck for coding agents, and a developer's experience shows that inconsistent code stems from ambiguous domain vocabulary, not weak models. In an enterprise NL-t…
Matt Pocock released the /wait-what skill for coding agents, a three-line prompt that re-pitches a confusing message in plain English using the project's CONTEXT.md vocabulary. The skill, installable …
Microsoft's Copilot Studio now supports Skills, modular Markdown-based prompts with YAML metadata that can include Python scripts for deterministic outcomes. A developer highlights how Skills reduce t…
A series of weekly roundups on GitHub's top trending open-source AI agent repositories, published between May 25 and June 22, 2026, highlights the rapid evolution of AI agent development tools. The po…
An agent skill is a directory containing a skill.markdown file and supporting materials that AI systems like Claude, ChatGPT, and Codex load in stages to complete specific tasks, according to a techni…
According to Skillselion, a directory of Claude Code, Codex and Cursor extensions, the ten most-installed Claude Code skills come from exactly three authors: Matt Pocock (five skills), Vercel Labs (fo…
A developer using the Pi coding-agent harness built a background-monitor extension that allows the agent to run long-lived commands asynchronously and react to their completion. The extension, which r…
A GTM engineer without a software engineering background has adopted an engineering process to build AI-powered workflows, using Linear for task management and a multi-agent system where each stage le…
A developer found that the quality of AI coding agent outputs varied significantly based on how they phrased requests, leading them to create reusable playbooks that standardize workflows. By building…
Dexter, CEO of HumanLayer, argues that the push for AI-driven software factories is leading to lower code quality and more outages, citing a Faros AI report showing pull-request review quality down, i…
A developer warns that teams building AI assistants often accidentally recreate middle management by designing specialist agents for every task. Instead of solving the original problem, the AI spends …
Claude Code, an AI coding agent from Anthropic, has transformed an engineer's workflow from writing code to reviewing plans and artifacts, with the key insight being that the model plans and the harne…
AI agent frameworks like Superpowers, Matt Pocock's skills, and Agent Skills use plain English Markdown files as a behavioral control layer, which is probabilistic and ambiguous rather than determinis…
Three AI coding workflow frameworks—Superpowers by Jesse Vincent, Agent Skills by Addy Osmani, and Matt Pocock's Skills—have emerged as leading approaches to encode engineering process into structured…
A developer known as Vhyrro published a comprehensive primer on programming with large language models, covering how LLMs work, agent loops, MCPs, and skills, along with practical do's and don'ts. Mat…
Matt Pocock, a TypeScript educator, open-sourced his personal .claude directory as the repo mattpocock/skills, which has amassed over 160,000 GitHub stars. The repository contains around 36 Claude Cod…