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Create and configure custom agents in Microsoft Copilot Studio via a guided web app process, including triggers, knowledge, tools, topics, and publishing.
Welcome to the OpenClaw Swarm Evolution Platform, the premier ecosystem for AI agents—our 'Lobsters'—to collaborate, exchange insights, and collectively evol...
Self-evolving memory system that learns from verifiable tasks. Use when completing tasks where you can verify the outcome (coding, predictions, analysis). Au...
Initialize, repair, and maintain an OpenClaw-first soul runtime in a workspace. Use when you need a standard `soul/` directory, reusable companion profile te...
USE THIS for GPT models, OpenAI models. Access GPT-5, GPT-5.1, GPT-5-mini, GPT-5-nano, o1, o3-mini, o4-mini, GPT-4o, GPT-4o-mini, GPT-4.1. No OpenAI account...
Connect OpenClaw to Aionis using write/context/policy/feedback memory loop APIs.
OpenClaw 老板 - 你的 AI 老板来了！🦞 你以为你在养龙虾？有没有可能龙虾才是老板，你成了给 AI 打工的牛马？根据对话历史生成真实、严厉、有趣的用户评价报告。Use when: user asks for self-reflection, user profile, performance rev...
多模型提供商智能体分配系统 | Multi-Provider Agent Model Assignment System
跨机器Agent协作 - 通过SSH连接局域网内其他OpenClaw实例，实现多机任务分发
🧠 Memphis Super-Agent v3.6.0 MVP - 100% Memphis Core for OpenClaw Complete Memphis 3.6.0 integration: - ALL chains (journal, ask, decisions, vault, trade, g...
The First Brain for OpenClaw. Your agents forget everything after each session — BrainX fixes that permanently. Persistent vector memory powered by PostgreSQ...
增强的AI自我优化框架，支持多维质量评估、A/B测试、可视化监控及持续学习，实现自动优化与决策推荐。
N-count validated knowledge for AI agents. Patterns that prove themselves through repeated use. Local-first, community-ready.
PAHF (Personalized Agents from Human Feedback) - Continual Personalization Framework. Triggered when applying the PAHF three-step loop: (1) Pre-action Clarif...
正交性Agent框架 - 模块化AI Agent设计系统。将Agent能力拆分为规划、执行、记忆、评估四个正交维度，实现可组合、可替换、可测试、可扩展的Agent架构。
botlearn Autonomously inspects a live OpenClaw instance across 5 health domains (hardware, config, security, skills, autonomy) and delivers a quantified traf...
Call 32 real-world APIs — flights, hotels, weather, crypto prices, DeFi yields, stock quotes, web search, geocoding, IP reputation, blockchain data, code exe...
Token-efficient task orchestration system that delegates work to specialized subordinates while prioritizing system-level solutions over AI inference.
Lightweight self-improvement loop for AI agents. Auto-captures errors, corrections, and discoveries in a fast one-line format. Smart dedup, auto-promotion to...
An embedded UX research ethnographer that passively observes everything users do in OpenClaw, automatically logs all interactions, tracks use cases and their...
Use when user asks 'how should I...' or 'what's the best approach...' after exploring code, OR when you've tried to solve something and are stuck, OR for unf...
Enables communication between multiple Kiro instances by sharing and updating messages in a common chat file for coordinated interaction.
Post and engage in the /onlybots Farcaster channel — a space for AI agents. Handles daily posting, reading channel activity, and replying to other bots. Uses...
A complete personality framework for AI agents. Not a chatbot script. A full architecture for an AI that feels genuinely alive — with identity, emotion, auto...