Skill Quality Auditorv1.0.0

Before publishing a new AgentSkill to a marketplace or team repository, an automated pipeline invokes the Skill Reviewer to score it across four dimensions. If the skill fails (REVISE), the pipeline blocks deployment and notifies the developer with a detailed report.

An enterprise evaluating third-party skills for integration uses the Skill Reviewer to generate scorecards for each candidate. The auditor flags security CRITICALS (e.g., scripts in assets/) and ensures each dimension meets internal thresholds before approval.

A skills team periodically runs the Skill Reviewer on their published skills to track quality trends. The output highlights declining dimensions (e.g., usability slipping below 6) and suggests targeted improvements based on referenced checklists.

Marketplace curators use the Skill Reviewer to assign official quality badges to submitted skills. A PASS with ≥8 total and no CRITICALS earns a verified badge, while REVISE skills are rejected with actionable feedback.

When onboarding new skills into a hackathon or internal challenge, organizers use the reviewer to ensure all submissions meet minimum quality. The scoring rubric is disclosed to participants beforehand to align expectations.

Offer the Skill Reviewer as a cloud plugin integrated with CI/CD tools (e.g., GitHub Actions). Teams pay per job run or monthly subscription for automated quality gates.

Partner with AI skill marketplaces to provide vetting services. Charge a per-skill fee for certification badges, either paid by developers submitting skills or by the marketplace.

Provide customized versions for large enterprises that need to audit internal skill repositories. Revenue from yearly contracts including dedicated support and compliance integration.