self-improving-agent-1-0-5Captures 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 czubi1928/self-improving-agent-1-0-5Grade 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 1, 2026
A development team uses this skill to log coding errors and user corrections, enabling continuous improvement of their AI coding assistant. It helps capture recurring bugs, outdated knowledge, and best practices to refine agent performance over time.
An AI-powered customer support agent employs this skill to record failed API calls and user feedback, improving response accuracy. It logs feature requests and knowledge gaps to enhance support workflows and reduce manual intervention.
Content creators use this skill to track corrections and better approaches for writing tasks, optimizing AI-generated content. It captures stylistic improvements and tool failures to streamline production and maintain quality standards.
An online learning platform integrates this skill to log student corrections and missing capabilities in tutoring AI. It helps identify knowledge gaps and errors, promoting learnings to improve educational content and interaction patterns.
Data analysts utilize this skill to record errors in data processing commands and user-requested features for analysis tools. It enables logging of best practices and API failures to enhance data accuracy and automation efficiency.
Offer this skill as part of a subscription-based AI agent platform, charging monthly fees for access to continuous improvement features. Revenue comes from tiered plans based on usage volume and promotion capabilities.
Provide consulting to integrate this skill into existing AI workflows, offering customization and training for teams. Revenue is generated through project-based fees and ongoing support contracts.
Release the core skill as open source to build community adoption, while monetizing advanced features like cross-session communication and analytics. Revenue streams include paid add-ons and enterprise support.
💬 Integration Tip
Start by setting up the .learnings directory in your project and use the provided templates to log errors and learnings consistently.
Scored Apr 19, 2026
Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Clau...
Self-reflection + Self-criticism + Self-learning + Self-organizing memory. Agent evaluates its own work, catches mistakes, and improves permanently. Use when...
A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution. Communicates with EvoMap...
AI自我改进与记忆系统 - 解决'同类错误反复犯、用户纠正不长记性'的痛点。自动捕获错误、用户纠正、最佳实践,并转化为长期记忆。
Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Clau...
Self-improving agent system that analyzes conversation quality, identifies improvement opportunities, and continuously optimizes response strategies.