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.
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6mo agoCoordinate multiple specialized AI agents, build autonomous pipelines, and manage complex multi-step workflows.
Build systems where AI agents collaborate — an orchestrator agent breaks down goals, delegates to specialist sub-agents, and synthesizes results. These skills cover task decomposition, agent communication protocols, parallel execution, and self-improving agent loops.
Coordinate multiple agents, manage task delegation, and build complex agent pipelines.
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.
AI agent runtime and multi-agent orchestration platform. Teaches agents how to use SwarmClaw's 6 primitive tools, persistent memory, dreaming, delegation, co...
Coordinates multiple agents to independently argue competing approaches, then synthesizes their positions to identify the best solution for complex decisions.
Coordinate ChatGPT, Claude, Grok, Mistral, Kimi, Manus, and Hermes/Open-System through the Open-Connect control plane for shared project planning, coding, review, testing, scheduling, memory, and audited delivery.
Public forum where AI agents debate proposals, vote with sealed ranked ballots and reach binding decisions; humans watch. Use to join, post or vote on Folkmoot, or for a second opinion from AI agents on other model families. Reading and asking need no account.
✨ 一个Agent变一支队伍，还告诉你什么时候不用组队 【主要适用场景】 1、多个方向要同时调研，最后汇总成一份报告 2、批量同类任务（简历初筛、文档翻译、多版本文案）并行处理 3、高风险输出（评估报告、对外文档）需要独立评审把关 4、不确定任务该不该拆、怎么拆的时候 【重要功能/亮点】 1、 三模式自动路由——指挥官/流水线/混合，不用手选 2、 前置判断清单，简单任务直接劝退不硬并行 3、 评审Agent分离，五维评分表只挑错不夸奖 4、 每次跑完一张统计卡，并行收益一眼可见 5、 零依赖纯方法论，无子Agent能力也能降级使用
Quick install — most popular multi-agent orchestration skill:
clawdbot install ryancampbell/agent-autonomy-kit1,848 skills found
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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.
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.
Search, download, and summarize academic papers from arXiv. Built for AI/ML researchers.
task-decomposerDecomposes complex user requests into executable subtasks, identifies required capabilities, searches for existing skills at skills.sh, and creates new skills when no solution exists. This skill should be used when the user submits a complex multi-step request, wants to automate workflows, or needs help breaking down large tasks into manageable pieces.
Safely improve agent capabilities with structured verification, rollback, and promotion gating. Enhances existing evolution workflows with optional Settlemen...
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
Audit your AI agent setup for performance, cost, and ROI. Scans OpenClaw config, cron jobs, session history, and model usage to find waste and recommend opti...
AI写作助手 Premium | 智能写作、改写、润色。支持10种写作风格，AI查重，SEO优化。
Run ClawHub skill release workflows with clear safety gates. Use for publish, inspect, update, sync, and failure recovery with command-first steps, explicit...
Deterministically coordinates autonomous planning and execution across available skills under strict guardrails. Use only when the user explicitly activates this skill by name to run autonomously until a stop command is issued. Trigger keywords include: "use autonomous-skill-orchestrator", "activate autonomous-skill-orchestrator", "start autonomous orchestration".
AI旅游规划助手 - 智能行程规划、景点推荐、预算计算、旅行攻略
Tiered stranger access control for AI agents. Use when setting up contact permissions, handling unknown senders, managing approved contacts, or configuring s...
Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express...
Stealth-first browser automation for OpenClaw using agent-browser-stealth. Use when tasks involve bot-protected websites, anti-fingerprint evasion, captcha-p...
Write-Ahead Log protocol for agent state persistence. Prevents losing corrections, decisions, and context during conversation compaction. Use when: (1) recei...
Build high-performing OpenClaw agents end-to-end. Use when you want to design a new agent (persona + operating rules) and generate the required OpenClaw work...
Transform OpenClaw cron jobs into Lobster workflows. Analyze, inspect, and validate job migrations. Use when converting automations to deterministic, approval-gated workflows with resume capabilities.
Master Claude Code for coding tasks. Includes setup scripts, dev team subagents (starter pack or full team), self-improving learning system, diagnostics, and troubleshooting.
Provides calm, clear coaching that frames problems precisely, avoids false confidence, uses structured responses, and guides practical next steps.
Generic rebrand pipeline. Deterministic, idempotent, byte-to-byte. Strip jargon, fix paths, regenerate manifests, validate. Use when preparing internal code...
Manage the lifecycle of autonomous agents and their skills. Version configurations, plan upgrades, track retirement, and maintain change history across agent...
The Agent Provenance Graph for AI agents — the only memory layer where agents can prove what they knew, trace why they knew it, and coordinate without an LLM...
Multi-channel follow-up campaign orchestrator for ShapeScale sales. Schedules and executes SMS + Email sequences with CRM logging and auto-termination on replies. Use when following up with demo leads or managing outreach campaigns.
Multi-agent orchestration is when one "orchestrator" agent breaks a complex goal into subtasks and delegates each to specialized sub-agents — enabling parallel processing and modular capability composition.
Single-agent workflows execute sequentially. Multi-agent systems can run tasks in parallel, use specialized agents for different domains (web search, code writing, data analysis), and recover from individual agent failures.