Community生产力与协作github.com

aradotso/metaclaw-evolving-agent

部署并配置MetaClaw —— 一个能够通过技能注入、强化学习训练和智能调度,从实时对话中元学习并进化的智能体。

metaclaw-evolving-agent 是什么?

MetaClaw是一个先进的AI智能体框架,专注于通过实时对话实现自我进化和元学习。该技能的核心功能是让智能体能够动态地从与用户的每次交互中提取知识,利用技能注入机制将新学到的能力整合到自身行为模式中。通过强化学习训练,MetaClaw能够不断优化决策策略,而智能调度系统则确保学习过程与生产环境的高效协同。该智能体支持多种部署平台,包括Claude Code、Cursor和Codex等主流开发工具。对于开发者而言,MetaClaw提供了一种全新的方式创建自适应AI助手,这些助手能够根据实际使用场景持续改进,无需手动更新规则或重新训练模型。其设计理念是让AI系统像生物一样自然演化,从而更好地适应不断变化的需求和环境。

兼容平台~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/aradotso/trending-skills/tree/main/skills/metaclaw-evolving-agent

Installed? Explore more 生产力与协作 skills: steipete/gemini, steipete/gh-issues, steipete/skill-creator · View all 6 →

在你喜欢的 AI 中提问

打开一个已预加载此 Agent Skill 的新对话。

文档

metaclaw-evolving-agent 是做什么的?

部署并配置MetaClaw —— 一个能够通过技能注入、强化学习训练和智能调度,从实时对话中元学习并进化的智能体。

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

aradotso/724-office-ai-agent

Self-evolving AI agent system with 26 tools, three-layer memory, MCP plugins, and 24/7 self-repair in pure Python.

aradotso/agency-agents-ai-specialists

A collection of specialized AI agent personalities for Claude Code, Cursor, Aider, Windsurf, and other AI coding tools — covering engineering, design, marketing, sales, and more.

aradotso/agent-browser-automation

Headless browser automation CLI for AI agents using native Rust binary with Chrome DevTools Protocol

aradotso/antigravity-manager

AI coding agent skill for Antigravity Manager — a Tauri v2 + Rust desktop app and Docker service that manages multiple Google/Anthropic accounts and proxies them as standard OpenAI/Anthropic/Gemini API endpoints with intelligent account rotation.

aradotso/aracli-deploy-management

Guide to deploying and managing OpenClaw-compatible AI agent systems across cloud, bare metal, and hybrid infrastructure.

aradotso/autoresearchclaw-autonomous-research

Fully autonomous research pipeline that turns a topic idea into a complete academic paper with real citations, experiments, and conference-ready LaTeX.

aradotso/autoresearch-genealogy

Structured prompts, vault templates, and autonomous research workflows for AI-assisted genealogy using Claude Code.

aradotso/brreg

Search and retrieve Norwegian company data from Brønnøysundregistrene (the Norwegian Business Registry). Access all ~1.2 million registered companies in Norway.

aradotso/chrome-cdp-live-browser

Give AI agents access to your live Chrome session via CDP — interact with open tabs, logged-in accounts, and current page state

aradotso/claude-hud-statusline

A Claude Code plugin that displays a real-time HUD showing context usage, active tools, running agents, and todo progress in your terminal statusline.

aradotso/claude-peers-mcp

Enable multiple Claude Code instances to discover each other and exchange messages in real-time via a local broker daemon and MCP server.

aradotso/clui-cc-claude-overlay

Command Line User Interface for Claude Code — a floating macOS desktop overlay with multi-tab sessions, permission approval UI, voice input, and skills marketplace.

aradotso/cmux-terminal-multiplexer

AI-native terminal multiplexer with programmable socket API, full Playwright-equivalent browser automation, and agent team coordination — built for Claude Code and autonomous agent workflows

aradotso/code-review-graph

Build a persistent knowledge graph of your codebase so Claude reads only what matters — up to 49x fewer tokens on coding tasks.

aradotso/codex-autoresearch-loop

Self-directed iterative research skill for Codex that continuously cycles through modify, verify, retain or discard, and repeat until a measurable goal is reached.

aradotso/copaw-ai-assistant

Personal AI assistant framework supporting multiple chat channels (DingTalk, Feishu, QQ, Discord, etc.) with extensible skills, local/cloud deployment, and cron scheduling.

aradotso/corridorkey-green-screen

AI-powered green screen keyer that unmixes foreground colors and generates clean linear alpha channels using neural networks

aradotso/crucix-intelligence-dashboard

Personal intelligence agent that aggregates 27 OSINT data sources into a self-hosted Jarvis-style dashboard with Telegram/Discord bots, LLM analysis, and real-time alerts.

aradotso/daily-stock-analysis

LLM-powered A/H/US stock intelligent analysis system with multi-source data, real-time news, AI decision dashboards, and multi-channel push notifications via GitHub Actions.

aradotso/deepseek-ocr

Expert skill for using DeepSeek-OCR, a vision-language model for optical character recognition with context optical compression supporting documents, PDFs, and images.

相关技能