WINDAGs Blog

Technical deep dives into multi-agent orchestration, skill engineering, and the craft of building systems that learn.

The 191-Skill Quality Pass

We graded every Claude Code skill in our library against a 10-axis rubric. 163 were missing the same section. We fixed all of them — with hand-crafted content, not templates. Here's the rubric, the data, and the one section every skill should have.

skillsqualityevaluationmeta
Read more

When Meta-Skills Collide

We built a cross-evaluation agent, pointed Anthropic's skill-creator and our skill-architect at each other, and recorded what happened. Real transcripts. Real diffs. Real analysis of what two different philosophies of skill-building value.

skillsmetaanthropicevaluation
Read more