What problem does it solve?
This Skill helps teams create new AI skills without guessing what good documentation looks like. It replaces vague skill authoring with a test-driven workflow that first observes how an agent fails without the skill, then writes targeted instructions to correct those failures, and finally hardens the result with pressure testing.
Core Features & Use Cases
- RED-GREEN-REFACTOR workflow for skills: Captures baseline agent failures first, then turns those concrete mistakes into a compliant SKILL.md.
- Anthropic and PMSkill compliance: Enforces required frontmatter, structured sections, failure modes, anti-pattern blacklist, references, and test prompts.
- Pressure-test hardening: Checks whether the drafted skill still holds up under time pressure, authority pressure, and sunk-cost bias.
- Use Case: When a product team wants to add a new reusable skill such as interview note structuring, experiment analysis, or another PM workflow, this Skill provides a disciplined authoring process instead of producing a generic instruction file.
Quick Start
Ask the agent to use pm-skillauthor to create a new skill for a specific capability by first recording baseline failures, then drafting SKILL.md against those failures, and finally running refactor pressure tests.