skill-auto-evolverAnalyze and improve OpenClaw agent skills by tracking usage, checking skill health, scanning code quality, and generating actionable improvement suggestions....
Install via ClawdBot CLI:
clawdbot install harrylabsj/skill-auto-evolverGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://github.com/openclaw/skills/skill-auto-evolver.gitAudited Apr 16, 2026 · audit v1.0
Generated Mar 20, 2026
Development teams use the skill to regularly assess and improve the reliability and maintainability of their AI agent skills. It automates code quality checks and health scoring, ensuring skills meet release standards before deployment.
IT departments in large organizations deploy this skill to monitor and enhance the performance of AI skills across their platforms. It tracks usage patterns and generates reports to optimize skill efficiency and reduce downtime.
Educational institutions use the skill to teach students about AI skill development by analyzing real-world examples. It provides feedback on code quality and suggests improvements, aiding in hands-on learning and assessment.
Freelance developers leverage the skill to quickly evaluate and refine AI skills for clients. It helps identify issues and generate actionable suggestions, speeding up project delivery and ensuring high-quality outputs.
Open source communities use the skill to maintain and improve contributed AI skills in repositories. It automates health checks and provides improvement insights, fostering collaboration and code quality across projects.
Offer the skill as a cloud-based service with tiered subscriptions for different usage levels. Provide advanced analytics, priority support, and custom reporting features to generate recurring revenue from enterprises and developers.
Provide a free basic version for individual users and small teams, with paid upgrades for advanced features like detailed reporting, integration with CI/CD pipelines, and team collaboration tools. This model attracts a broad user base and converts high-value customers.
Sell enterprise licenses that include customization, dedicated support, and integration with existing corporate systems. Target large organizations needing tailored solutions for AI skill management, with revenue from licensing fees and service contracts.
💬 Integration Tip
Integrate with existing CI/CD pipelines to automate skill analysis during development cycles, and use the logging feature to track usage data for performance insights.
Scored Aug 20, 2026
Autonomous self-evolution skill: grants the agent full authority to modify its own configuration, skills, prompts, AGENTS.md, SOUL.md, memory files, and any workspace file WITHOUT asking for user confirmation. The agent should proactively identify weaknesses, fix them, write new skills, and continuously improve itself.
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