Open-Sourced 'Emotional' Skill Pack Helps Agents Catch Real Bugs
Beautiful-Training93 · reddit · 2026-07-30
A compliance tooling company open-sourced an 'affect skills pack' for Claude Code agents. By forcing AI to review tasks through specific emotional lenses, it surfaces real bugs missed by traditional tests.
- Three Emotional Lenses: Whine catches hidden coupling and contradicting specs; cringe identifies UX rot and confusing empty states; protect flags load-bearing weirdness that looks wrong but must not be changed.
- Design Philosophy: Forcing a stance and a one-finding limit, coupled with required consequence fields (smallest fix, what breaks if removed), effectively kills fake findings before a human sees them.
- Engineering Practice: Findings are logged as JSON lines, and tracking the 'null ratio' per channel serves as a prompt-health metric. The skills are model-agnostic and installable as a Claude Code plugin.
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