What problem does it solve?
It prevents AI agents from using inconsistent, over-scoped, or poorly routed skills by enforcing a baseline-first, MECE-compliant drafting process for every skill update.
Core Features & Use Cases
- Skill creation and updates with guardrails: guides writing and editing of SKILL.md/REFERENCE.md/EXAMPLES.md so the skill is scannable, testable, and scoped correctly.
- Baseline-first constraint writing: turns documented rationalizations from a failing baseline into closed loopholes that the skill forbids.
- MECE enforcement and split detection: checks the AGENTS.md index and adjacent skills’ scope to avoid overlap, gaps, and trigger overlap, and signals when splitting is required.
- Routing-signal correctness: ensures every exclusion and mandatory pre-read includes a valid → skill-name pointer so agents can route without dead ends.
Quick Start
Use the write-skills skill to create or revise a skill by first running a failing pressure scenario, extracting the agent’s exact rationalizations, and then writing constraints that explicitly forbid those rationalizations.