What problem does it solve?
Helps authors create discoverable, testable SKILL.md documents so agents reliably follow documented rules instead of rationalizing workarounds. It prevents undeclared assumptions and reduces regressions by applying a red-green-refactor cycle to skill documentation.
Core Features & Use Cases
- TDD for skills: Define baseline pressure scenarios, observe failures, author minimal SKILL.md guidance, then iterate until agents comply.
- Pressure testing: Design time/sunk-cost/authority/fatigue scenarios to surface common rationalizations and eliminate them with explicit rules.
- Discovery and CSO guidance: Craft frontmatter (name and description) optimized for agent discovery and include search keywords and concise triggers.
- Checklists and tooling: Provides deployment and test checklists, sample test formats, and a graph-rendering helper to visualize flowcharts.
Quick Start
Run a failing baseline pressure scenario, record exact agent rationalizations, write a minimal SKILL.md with a name and a discovery-focused description, then iterate red–green–refactor until the agent follows the skill under stress.