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...
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.