What problem does it solve?
This Skill prevents sloppy or incomplete Skills by enforcing test-driven development (TDD) when creating or editing skill documentation, so agents reliably comply under pressure.
Core Features & Use Cases
- TDD for Documentation: Converts skill authorship into a RED-GREEN-REFACTOR cycle using pressure scenarios with subagents.
- Baseline Failure Capture: Documents exactly how agents rationalize violations without the skill, so the skill targets real failure modes.
- Loophole-Closing Bulletproofing: Adds explicit counters, “red flags,” and re-tests after new rationalizations emerge.
- Claude Search Optimization (CSO): Ensures metadata (especially
description) focuses on triggering conditions to improve discovery and correct loading.
Quick Start
Create a pressure scenario that tempts the agent to violate the rule, run it without the new skill to capture baseline rationalizations verbatim, then write the minimal skill and re-run the same scenario to verify compliance.