AI-assistance disclosure: I used AI to help draft and edit this article. I checked the technical...
Leo Liu
Posted on Sep 5
AI-assisted
AI-assistance disclosure: I used AI to help draft and edit this article. I checked the technical claims and remain responsible for the final text. I also maintain the open-source repository described here, so this is not an independent review.
Agent capabilities are becoming easier to package and discover. But cataloging a Skill, MCP server, or plugin is not the same as proving that it works for a specific task.
Score whether an agent has enough problem, reproduction, expected-behavior, verification, and limitation evidence to work…
Agent skills are becoming a convenient way to reuse instructions across coding sessions. Instead of...
If you've been building with AI coding agents over the past year, you've probably discovered Agent...
Over the last few months I’ve noticed a pattern emerging across AI tools. Whether it’s Claude...
How the Agent Skills (SKILL.md) open standard works, plus a demo of an agent that writes and reuses its own spec-compliant skills.
The moment I noticed the problem Somewhere around late May 2026, I had a folder full of...
