wangkang-skillCaptures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Clau...
Install via ClawdBot CLI:
clawdbot install wangkang5/wangkang-skillGrade 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/peterskoett/self-improving-agent.gitAudited Apr 16, 2026 · audit v1.0
Generated Mar 21, 2026
A development team uses the skill to log coding errors and user corrections during agile sprints. They track API failures and knowledge gaps in new frameworks, promoting best practices to team documentation like CLAUDE.md for consistent coding standards.
An AI-powered support agent employs the skill to record user feedback and feature requests from chat interactions. It logs corrections to outdated product knowledge and integrates learnings into SOUL.md to improve response accuracy and empathy over time.
DevOps engineers use the skill to document infrastructure failures and tool integration gotchas from CI/CD pipelines. They log errors in ERRORS.md and promote workflow improvements to AGENTS.md for automating deployment and monitoring tasks.
An AI tutoring system applies the skill to capture student corrections and knowledge gaps in subject matter. It logs learnings to refine teaching methods and updates TOOLS.md with effective instructional patterns for personalized learning experiences.
A content agency uses the skill to track errors in AI-generated drafts and user requests for new content formats. They log best practices in LEARNINGS.md and promote behavioral guidelines to SOUL.md for maintaining brand voice and quality standards.
Offer the skill as part of a premium AI agent platform with monthly subscriptions. Revenue comes from tiered plans providing advanced analytics on logged learnings, integration with tools like OpenClaw, and priority support for error resolution.
Provide consulting to businesses for implementing the skill in their AI workflows. Revenue is generated through project-based fees for setup, customization, and training teams to use learning logs for continuous improvement in operations.
Distribute the skill as a free open-source tool with basic logging features. Monetize via premium add-ons like automated promotion to documentation, cross-session learning sharing, and advanced analytics dashboards for enterprise clients.
💬 Integration Tip
Start by creating the .learnings directory and basic markdown files, then integrate with existing agent documentation like CLAUDE.md for seamless adoption in daily workflows.
Scored Apr 19, 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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Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Clau...
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