sparkforge-skill-refinerQuality audit for OpenClaw skill files — scores each SKILL.md on 5 dimensions (clarity, completeness, authenticity, examples, freshness), finds broken refere...
Install via ClawdBot CLI:
clawdbot install Crispyangles/sparkforge-skill-refinerGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 21, 2026
A team developing multiple AI skills uses Skill Refiner to perform weekly audits on all SKILL.md files, ensuring documentation clarity, completeness, and functional references. This prevents broken links and outdated examples from reaching production, maintaining high-quality standards across the skill repository.
An online learning platform offering AI skill courses employs Skill Refiner to validate course materials (SKILL.md files) for accuracy and freshness. It checks for working code examples and up-to-date references, ensuring students receive reliable, copy-paste-ready content without confusion.
An open-source community managing a large repository of AI skills runs Skill Refiner as a cron job to automatically generate reports on documentation quality. This helps maintainers identify skills needing updates, prioritize fixes for low-scoring files, and ensure consistency across contributions.
A corporation with internal AI tooling uses Skill Refiner to audit skill documentation for compliance with company standards. It verifies that descriptions include misuse warnings, references are valid, and content is authentic, reducing support requests and training overhead.
A freelance AI developer applies Skill Refiner to their portfolio of skill files before client delivery, scoring each on clarity and completeness. This ensures deliverables are self-explanatory, include working examples, and reflect personal expertise, enhancing client satisfaction and reducing revisions.
Offer Skill Refiner as a cloud-based service with automated weekly reports and dashboards for teams. Charge a monthly fee per user or repository, providing features like historical tracking, custom scoring thresholds, and integration with version control systems.
Sell on-premise licenses of Skill Refiner to large organizations with custom integrations and dedicated support. Include training sessions, priority updates, and compliance reporting tools, targeting industries with strict documentation standards.
Release Skill Refiner as open-source software to build a community, with a free tier for basic audits. Monetize through premium features like advanced link checking, API access, and team collaboration tools, encouraging upgrades from individual users to small teams.
💬 Integration Tip
Integrate Skill Refiner into existing CI/CD pipelines using cron jobs to automate weekly audits, ensuring skill quality is maintained without manual intervention.
Scored Jun 19, 2026
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