my-test-2Captures 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 luckyjin/my-test-2Grade 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 17, 2026 · audit v1.0
Generated Mar 21, 2026
A development team uses the skill to log coding errors and user corrections during debugging sessions. They track recurring issues in APIs and tools, promoting best practices to project documentation for consistency across team members.
An AI-powered support agent logs user corrections and feature requests to improve response accuracy. It identifies knowledge gaps from outdated information and updates its behavioral guidelines to enhance customer interactions.
A DevOps team integrates the skill into CI/CD pipelines to capture failures in external tools and APIs. They log errors for automated fixes and promote workflow improvements to streamline deployment processes.
An AI tutor logs student corrections and knowledge gaps to refine teaching methods. It tracks better approaches for explaining concepts and updates its instructional patterns to adapt to different learning styles.
A content creation AI logs user feedback on style and accuracy to improve writing quality. It captures recurring patterns in errors and promotes behavioral guidelines to maintain brand voice across documents.
Offer the skill as part of a subscription-based AI agent platform, charging monthly fees for access to advanced logging and promotion features. Revenue comes from tiered plans based on usage volume and integration depth.
Sell enterprise licenses to large organizations for integrating the skill into proprietary AI systems. Provide custom support, training, and enhanced security features, generating revenue through one-time fees or annual contracts.
Offer a free basic version with core logging capabilities to attract individual developers and small teams. Monetize through premium upgrades for advanced features like cross-session communication and automated promotion tools.
💬 Integration Tip
Start by creating the .learnings directory and basic log files in your project, then integrate reminders into agent documentation like CLAUDE.md for consistent usage.
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.
Feedback Loop - Collect, analyze, and act on user feedback for continuous agent improvement
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Science-based habit formation, maintenance, and optimization using behavioral psychology principles. Use when building new habits, breaking bad ones, or opti...