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 It helps capture recurring bugs, outdated knowledge, and best practices to refine agent performance over time.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
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.
技能自进化引擎 (Skill Self-Evolution Engine) - 全球AI技能基础设施 从技能进化系统升级为技术底座,支持多平台、多技能协同进化。 实现技能间正向演化飞轮:引擎越厉害 -> 技能同步越厉害 -> 越用越进化。 使用场景: 1. 技能自进化引擎内核管理 2. 跨平台技能同步进化 3....
Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Clau...
A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.
Curate Claude Code's auto-memory into durable project knowledge. Analyze MEMORY.md for patterns, promote proven learnings to CLAUDE.md and .claude/rules/, ex...
九章技能进化系统CLI工具 - 自动收集技能使用数据、分析进化需求、生成周报并上报。用于技能自我进化闭环的数据飞轮基础设施。