skill-polisher当用户需要持续打磨和进化技能、追踪技能质量、收集反馈改进、检查技能规范合规性时使用。每次技能执行后自动收集用户评分,沉淀使用数据,定期分析并输出改进建议。包含技能健康度检查、最佳实践沉淀、标准化评分卡等功能。 只读分析,不修改任何技能文件。
Install via ClawdBot CLI:
clawdbot install luciuscao/skill-polisherGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://agentskills.io/specificationAudited Apr 17, 2026 · audit v1.0
Generated Mar 21, 2026
Teams building and maintaining AI agent skills can use Skill Polisher to continuously improve skill quality by collecting user feedback after each execution. It helps identify recurring issues, track health scores, and generate actionable improvement suggestions without modifying original files, ensuring stable development cycles.
EdTech platforms deploying AI tutoring or assessment skills can leverage Skill Polisher to monitor skill effectiveness, gather student ratings, and refine content delivery. The read-only analysis ensures compliance with educational standards while providing data-driven insights for iterative enhancements.
Companies using AI agents for customer support can employ Skill Polisher to track skill performance, collect feedback on resolution quality, and generate reports on common pitfalls. This enables proactive maintenance and alignment with service level agreements through non-invasive analysis.
Agencies utilizing AI skills for content generation or editing can use Skill Polisher to assess output quality, gather client feedback, and maintain best practices. The tool's health scoring and suggestion output help ensure consistent, high-quality deliverables without disrupting workflow.
Healthcare providers implementing AI skills for patient interaction or data analysis can use Skill Polisher to monitor compliance, collect user ratings, and generate improvement suggestions safely. The read-only nature prevents unintended modifications, crucial for regulatory adherence and patient safety.
Offer Skill Polisher as a cloud-based service with tiered subscriptions for teams, providing analytics dashboards, automated reports, and integration APIs. Revenue comes from monthly or annual fees based on the number of skills tracked and data storage limits.
Sell on-premise or custom deployments to large organizations needing enhanced security and customization. Revenue is generated through one-time license fees, annual maintenance contracts, and optional consulting services for integration and training.
Provide a free version with basic feedback collection and health reports, while charging for advanced features like predictive analytics, team collaboration tools, and priority support. Revenue streams include upgrades and add-ons for power users.
💬 Integration Tip
Integrate Skill Polisher by adding its feedback collection scripts to post-execution workflows in your AI agent system, ensuring it only reads skill files to maintain safety and compliance.
Scored Jun 19, 2026
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