ai-evolution-engine-v2AI自我进化引擎 - 基于SEA循环(Sense-Evolve-Act)的AI成长系统。自我评估、学习引擎、进化机制、协作学习、安全保障。
Install via ClawdBot CLI:
clawdbot install dagangtj/ai-evolution-engine-v2Requires:
Grade 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/openclaw/ai-evolution-engineAudited Apr 17, 2026 · audit v1.0
Generated Mar 20, 2026
Helps new AI agents quickly assess their capabilities and learn foundational skills, reducing setup time and ensuring they start with optimal performance. Ideal for deploying AI assistants in customer service or content creation.
Enables existing AI agents to self-evaluate and evolve by updating knowledge bases and optimizing strategies, improving accuracy and efficiency over time. Useful for financial analysis or healthcare diagnostics.
Facilitates knowledge sharing and experience transfer among multiple AI agents, enhancing collective intelligence and reducing errors through collaborative learning. Applicable in research teams or software development.
Automates the discovery and integration of new skills while identifying and addressing knowledge gaps, keeping AI agents up-to-date with the latest tools and practices. Suitable for e-commerce or marketing automation.
Offers ongoing access to the evolution engine with regular updates and support, charging a monthly or annual fee per AI agent. Revenue is generated through tiered plans based on usage levels and advanced features.
Provides tailored versions of the engine for large organizations, including integration with existing systems and dedicated support. Revenue comes from one-time licensing fees and ongoing customization contracts.
Offers a basic version for free to attract users, with premium features like advanced analytics, priority support, and enhanced security available for a fee. Revenue is driven by upgrades and add-ons.
💬 Integration Tip
Ensure Node.js is installed and configure the base directory path correctly in scripts; start with the self-assessment module to baseline performance before evolution.
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...
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
Structured improvement system for learnable skills (programming, design, languages, instruments). Use when tracking progress, identifying bottlenecks, or opt...
Analyze and improve OpenClaw agent skills by tracking usage, checking skill health, scanning code quality, and generating actionable improvement suggestions....
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....