self-improving-agent-3Captures 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 buradly/self-improving-agent-3Grade 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 20, 2026
A development team uses the skill to log coding errors and user corrections during agile sprints, enabling continuous improvement of their codebase and documentation. This helps in identifying recurring bugs and knowledge gaps among team members.
An AI-powered customer support agent employs the skill to capture user feedback and failed interactions, logging corrections to improve response accuracy and handle feature requests more effectively over time.
An online tutoring platform integrates the skill to track student corrections and outdated knowledge in AI tutors, promoting best practices and updating educational content based on learner feedback.
A healthcare analytics team uses the skill to log errors from external API failures and outdated data models, ensuring compliance and improving the reliability of patient data insights and reporting tools.
An e-commerce platform applies the skill to record user corrections and missing feature requests for its AI recommendation system, enhancing personalization and optimizing recurring sales patterns.
Offer the skill as part of a subscription-based AI agent platform, charging monthly fees for access to advanced logging, promotion features, and integration with tools like OpenClaw for continuous improvement.
Provide consulting services to help organizations implement and customize the skill, including setup, training, and ongoing support for optimizing their AI workflows and error management processes.
Release a free version with basic logging capabilities and charge for premium features such as automated promotion to workspace files, inter-session communication tools, and advanced analytics on learnings.
💬 Integration Tip
Start by setting up the .learnings directory and basic log files in your project, then integrate with existing agent files like CLAUDE.md for reminders, and consider using OpenClaw for automated workspace injection.
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。