mimo-self-improvement-loop三层自我改进循环升级版。融入Self-Harness三阶段循环（Weakness Mining → Harness Proposal → Proposal Validation）。 让Agent从每次执行中提取经验，自动发现弱点模式，生成改进方案，验证改进效果。 触发场景：完成重要任务后、遇到执行失败后、发现重复...
Install via ClawdBot CLI:
clawdbot install qqyougitcom/mimo-self-improvement-loopLoading skill content… the page will refresh in a moment.
Usage Guide
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Meta-skill for AI agent self-improvement. Analyzes runtime logs to detect error patterns, regressions, and inefficiencies, then generates structured improvem...
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Turn OpenClaw into a learning-loop agent with seeded workspace rules, skill promotion, reflective memory, and proactive maintenance.
Meta-agent skill for orchestrating complex tasks through autonomous sub-agents. Decomposes macro tasks into subtasks, spawns specialized sub-agents with dynamically generated SKILL.md files, coordinates file-based communication, consolidates results, and dissolves agents upon completion. MANDATORY TRIGGERS: orchestrate, multi-agent, decompose task, spawn agents, sub-agents, parallel agents, agent coordination, task breakdown, meta-agent, agent factory, delegate tasks
Complete toolkit for creating autonomous AI agents and managing Discord channels for OpenClaw. Use when setting up multi-agent systems, creating new agents, or managing Discord channel organization.
Billions decentralized identity for agents. Link agents to human identities using Billions ERC-8004 and Attestation Registries. Verify and generate authentic...