skill-sharpener对现有 Agent Skill（SKILL.md）进行全面质量评估并生成优化建议报告。当用户想要审查、评估、诊断或改进某个 skill 的质量时使用此技能，包括：检查 skill 是否符合最佳实践、描述是否有效触发、结构是否合理、内容是否简洁。使用关键词如"评估 skill"、"优化 skill"、"审查 ski...
Install via ClawdBot CLI:
clawdbot install liuxxxu/skill-sharpenerGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://platform.claude.com/docs/zh-CN/agents-and-tools/agent-skills/best-practiAudited Apr 17, 2026 · audit v1.0
Generated Mar 20, 2026
A platform where developers publish AI agent skills for others to use. The Skill Sharpener ensures all submitted skills meet quality standards before listing, improving discoverability and user satisfaction. This reduces support tickets caused by poorly documented or buggy skills.
A corporate team building custom AI agents for internal workflows. They use Skill Sharpener to audit existing skills before deployment, ensuring consistency with company standards and reducing maintenance overhead. This helps maintain a reliable skill library across departments.
An online platform teaching students to build AI agents. Skill Sharpener provides automated feedback on student-created skills, helping learners understand best practices in skill documentation and structure. This creates consistent learning outcomes across student projects.
A community-maintained repository of AI agent skills. Contributors use Skill Sharpener to review pull requests, ensuring new skills follow project conventions and maintain quality standards. This automates code review for skill structure and documentation.
An agency that builds custom AI solutions for clients. They use Skill Sharpener to audit existing client skills before taking over maintenance, identifying technical debt and improvement areas. This provides clear assessment reports for client presentations.
Offer Skill Sharpener as a cloud-based service with tiered pricing based on usage volume. Enterprise plans include API access for integration into CI/CD pipelines. Freemium tier allows limited monthly audits to attract individual developers.
Sell perpetual licenses to large organizations for on-premises deployment. Includes custom rule configuration, integration with internal tools, and priority support. Annual maintenance fees provide ongoing updates and support.
Integrate Skill Sharpener into existing AI skill marketplaces as a quality certification service. Charge marketplace operators per audit or take a percentage of transactions involving certified skills. Creates a quality standard that increases marketplace credibility.
💬 Integration Tip
Integrate Skill Sharpener into CI/CD pipelines to automatically audit skills during development, or use it as a pre-commit hook to catch quality issues before code review.
Scored Jun 19, 2026
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