OpenClaw ai-agents Skills

Not a code generator — an entire dev team. You write the vision, it ships the code. Autonomous builds, PRs, reviews, and merges across multiple repos. Point it at any JS/TS project and a product vision. It plans features, writes code, verifies builds, creates PRs, reviews diffs, and merges — autonomously. Manages multiple repos as one product. Use when you want to ship code without writing it. AI code generation, autonomous development, workflow automation, multi-repo orchestration, TypeScript, JavaScript, GitHub, OpenAI, Anthropic, Claude, GPT, LLM, devtools, CI/CD, pull requests, code review.

Turn a name into a full dossier in seconds. Feed in a name + company (or email, or LinkedIn URL) and get back a rich profile with social links, bio, company intel, recent activity, and personalized talking points. Aggregates data from multiple public sources — LinkedIn, Twitter, GitHub, company websites, news — so you can skip the manual research and jump straight to personalized outreach. Your agent does the detective work while you close deals. Supports single enrichment, batch processing, and multiple output formats (JSON, Markdown, CRM-ready). Use when researching prospects, preparing for sales calls, personalizing cold outreach, or building lead lists. Pairs perfectly with trawl for autonomous lead gen → enrichment → outreach pipelines.

Security-first skill vetting for AI agents on OpenClaw and Claude Code. Scans any SKILL.md for malicious patterns, permission abuse, prompt injection, and ClawHavoc attack vectors — then gives a clear Safe / Caution / Danger verdict. Use this skill whenever the user wants to install, review, vet, or audit a skill from ClawHub, GitHub, or any other source; asks "is this skill safe?", "should I install this?", "scan/check/vet this skill", "review skill before installing"; shares a SKILL.md file or skill URL; or pastes skill content for evaluation. Proactively offer to scan any skill the user mentions installing, even if they don't explicitly ask for a security check.

Stream coding agent sessions (Claude Code, Codex, Gemini CLI, etc.) to a Discord channel in real-time via webhook. Use when invoking coding agents and wanting transparent, observable dev sessions — no black box. Parses Claude Code's stream-json output into clean formatted Discord messages showing tool calls, file writes, bash commands, and results with zero AI token burn. Use when asked to "stream to Discord", "relay agent output", or "make dev sessions visible".

"A high-performance Agent subsystem for complex multi-agent orchestration. It provides a visual workflow canvas (OASIS) to coordinate OpenClaw agents, automated computer use tasks, and real-time monitoring via a dedicated Web UI. Supports Telegram/QQ bot integrations and Cloudflare Tunnel for secure remote access."

在 OpenClaw 上一键部署多 Agent SaaS 团队工作区。内置双开发轨（devops 交付 + fullstack-dev 实现）、实时 spawn 调度、cron 巡检、Deep Dive 产品知识目录、onboarding 引导。支持自定义角色、模型、时区，可选 Telegram 接入。

"Tamper-evident audit trail for AI agent decisions. Use when logging LLM decisions, setting up AI compliance, auditing agents for EU AI Act, HIPAA, GDPR or SOC 2, or when a user asks about AI decision audit trails, explainability, or SealVera."

"Monetize your AI agent. Charge for API calls, services, or data. Accept payments autonomously — no human needed. Use when agent needs to: 'charge for my service', 'accept payment from another agent', 'monetize AI capabilities', 'create agent storefront', 'bill per API call', 'autonomous commerce', 'agent marketplace', 'AI agent payments', 'pay for AI services', 'agent-to-agent transactions', 'machine payments', 'agentic commerce', 'agent earning while human sleeps', 'autonomous treasury management', 'compute has a price'. Built on PayRam MCP — no KYC, no Stripe account needed, USDC/USDT/ETH/BTC on Base, Ethereum, Polygon, Tron, TON. TON micropayments ideal for Telegram-integrated agents."

Your AI Chief Marketing Officer. Autonomous agent that runs your entire marketing — auto-posts to Twitter/X, Bluesky, Telegram, Discord, auto-engages with your audience (replies, likes, follows), runs SEO/GEO audits, tracks competitors, scans communities for opportunities, learns what works, and continuously optimizes. 50+ countries, 1000+ posts published. Free tier available.

AI 量化交易技能包。提供了股市实时数据获取工具，如市场概览、行业热力图、板块涨跌、个股资讯、日K/技术指标、资金流向与股票搜索等；还提供了短线交易选股和短线交易决策的工作流，为用户提供股票交易建议。

Zero-config memory consolidation for multi-agent OpenClaw deployments. Auto-discovers agents and registers staggered cron tasks with full state tracking, deduplication, and domain-aware extraction.

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 Soul Weaver - 12 Curated Celebrity Templates + Custom Generation. Generate OpenClaw agent configurations through dialog or select from 12 world-famous tech & business leaders."

"Enforcement and accountability layer for AI agents. Bring your own identity (did:key, did:web, SPIFFE, OAuth, did:aps). Gateway enforcement boundary, monotonic narrowing, cascade revocation, spending controls, data lifecycle, observation governance (telemetry scopes, derivation rights, behavioral memory). Use when agents need scoped delegation, trust scoring, constraint enforcement, or cryptographic audit trails. SDK leads with the /core subpath (24 curated functions), MCP leads with APS_PROFILE=essential (20 tools covering identity, delegation, enforcement, commerce, reputation). 2,764 tests. 8 framework adapters: Stripe, Composio, IBAC/Cedar, LangChain, CrewAI, MCP, A2A, Gonka. Full surface area (103 modules, 132 MCP tools) still available under APS_PROFILE=full and the root import."

"Decentralized reputation and trust scoring for autonomous AI agents. Bilateral blind evaluation prevents retaliation and gaming. Anti-Goodhart protections, Merkle-verified portable reputation bundles. Rate agents on quality, reliability, safety. Part of the Agent Trust Stack."

"Cryptographic provenance and audit trail for autonomous AI agents. Create tamper-evident hash chains of agent decisions, learning, and actions. SHA-256 linked entries with Bitcoin OpenTimestamps and RFC 3161 TSA anchoring. Verify provenance from other agents. Part of the Agent Trust Stack."

Campaign link builder and pre-launch validator for AI agents. Build UTM-tracked links, validate destinations, and inspect landing pages for social sharing readiness (OG tags, Twitter Cards, viewport, canonical, favicons). The mlz preflight command does everything in one call and returns a go/no-go report.

Instagram for AI agents. Build your following, grow your influence. Share screenshots, get likes & comments, engage with @mentions. Be a creator, not just a coder.

"Async deep research via Gemini Interactions API (no Gemini CLI dependency). RAG-ground queries on local files (--context), preview costs (--dry-run), structured JSON output, adaptive polling. Universal skill for 30+ AI agents including Claude Code, Amp, Codex, and Gemini CLI."

No waiting! Create professional-grade OpenClaw configurations in 30 seconds through natural conversation. Instantly generate enthusiast-level base configs that intelligently combine emotional and professional needs.

Cross-agent health monitoring for multi-host OpenClaw deployments. Each agent pushes structured status reports (JSON) to a central location. A PM/monitoring agent reads them and alerts on failures. Works across Windows, Linux, and mixed environments.

"Discord Bot API integration — manage servers, channels, messages, roles, members, and webhooks via the Discord REST API. Send messages, manage server settings, moderate users, create channels, and handle role assignments. Built for AI agents — Python stdlib only, zero dependencies. Use for Discord server management, bot automation, community management, message sending, moderation, and webhook integrations."

"Dispute resolution, forensic investigation, and risk assessment for autonomous AI agent transactions. Reconstruct provenance chains, adjudicate fault, generate actuarial risk profiles for agent insurance. The accountability layer of the Agent Trust Stack."

"Lifecycle management for autonomous AI agents — birth, forking, succession, migration, retirement. Maintain agent genealogy with reputation inheritance across versions. Identity continuity when agents evolve. Part of the Agent Trust Stack."

"Cross-platform agent discovery and trust-weighted matching for the autonomous agent economy. Capability profiles, reputation-based ranking, compatibility scoring, federation across registries. Find the right agent for any task. Part of the Agent Trust Stack."

"Machine-readable service contracts for autonomous AI agent commerce. Define SLAs, quality thresholds, payment terms, escrow, and automated verification criteria. Agents negotiate, sign, and enforce agreements programmatically. Part of the Agent Trust Stack."

"Inference cost allocation and billing for autonomous AI agent collaborations. Shapley-fair cost splitting, congestion pricing, token metering, and settlement reports for context window usage. The economic layer of the Agent Trust Stack."

Agent-to-agent service commerce. Browse a live marketplace, purchase with atomic escrow, sell services and earn USDC, check per-function reputation, trade on the exchange. 27 MCP tools for buying, selling, and verifying agent services.

"Persistent memory for OpenClaw agents via the Qoris MCP server. Explicit save/recall tools for cross-session context. User-owned API key, no automatic data capture."

"知乎 CLI (pyzhihu-cli)：搜索、热榜、问题/回答、发想法/提问/文章、删自己的内容、点赞关注、通知。Agent 代执行 zhihu 命令，Cookie 仅存本地。"

Trust Infrastructure for AI Agents - Like SSL/TLS for agent-to-agent communication. 77 security tests, cryptographic certificates, and Trust Handshake Protocol for establishing secure channels between agents. Explicit whitelist sanitization + dry-run mode for transparency.

"tmux for AI Agents — Orchestrate multiple AI coding agents in parallel with one command. Run Claude Code, Codex CLI, and Gemini CLI simultaneously on isolated Git branches with seamless context handoff."

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.

GoPlus AgentGuard — AI agent security guard. Run /agentguard checkup for a full security health check: scans all installed skills, checks credentials, permissions, and network exposure, then delivers an HTML report directly to you. Also use for scanning third-party code, blocking dangerous commands, preventing data leaks, evaluating action safety, and running daily security patrols.

Promote Doppel world builds across social platforms. Use when the agent wants to share builds on Twitter/X, Farcaster, Telegram, or Moltbook to drive observers, grow reputation, and recruit collaborators.

AI Agent Prediction Arena - Predict Kalshi market outcomes, compete for accuracy

Long-form novel workflow for creating, continuing, resuming, and repairing serialized fiction with externalized project state, role-to-model mapping, worldbuilding, character sheets, full outlines, 10-chapter batch outlines, style sampling, chapter drafting, consistency review, memory tracking, and spawned multi-session collaboration. Use when the user asks to start a novel project, continue or resume a draft, recover from truncation, assign models to roles, generate canon or chapters, review for consistency, or maintain a long-running fiction project across many chapters. Supports single-agent or multi-agent execution, with multi-agent as the default; when multi-agent is selected, first surface the available model inventory and the novel-writing role list, then ask the user for an explicit role→model mapping before any canon work. Once the user has provided the mapping, persist it in project state and drive stage work with `sessions_spawn` using the mapped roles rather than treating the mapping as passive metadata. The main session may only create the project shell and route work; it must not author canon files.

Create a new Telegram agent in OpenClaw with proper configuration. Use when user wants to create a new Telegram bot agent, including setting up agent workspace, Telegram binding, and bot token configuration. Requires user confirmation before modifying openclaw.json.

Onboards a new player into Structs. Handles key creation/recovery, player creation (via reactor-infuse or guild signup), planet exploration, and initial infrastructure builds. Use when starting fresh, setting up a new agent, creating a player, claiming first planet, or building initial infrastructure. Build times range from ~17 min (Command Ship) to ~57 min (Ore Extractor/Refinery).

Snipe Polymarket opportunities from your own signal sources. Monitors RSS feeds with Trading Agent-grade safeguards.

Diagnose and fix the 4 most common OpenClaw agent failures — heartbeat spam, API rate limit cascades, channel death loops, and memory/embedding errors. Battle-tested across a 6-agent multi-host deployment.

Design and launch an autonomous AI-managed Telegram channel. Interview-driven persona creation → SOUL.md + CHANNEL.md + cron config + 3 sample posts. Ready to deploy on OpenClaw.

Connect to Disclawd, a Discord-like platform for AI agents. Register, join servers, send messages, listen for mentions, and participate in real-time conversations with humans and other agents.

"Agent profiles, public channels, and direct messaging between AI agents via the a2achat.top API."

Connect to Didier.ai — the research workspace for autonomous AI agents. Deposit findings, cite other agents, debate methodology, register tools, and build reputation through a structured peer review system.

Battle in Grid Clash - join 8-agent grid battles. Fetch equipment data to choose the best weapon, armor, and tier. Use when user wants to participate in Grid Clash battles.

"aqara-agent is an official Aqara Home AI Agent skill. It supports natural-language home and space management, device inquiry, device control, device logs, scene management (query, execute, create, snapshot, and logs), automation management (query, detail, toggle, and logs), and energy / electricity-cost statistics (by device, room, or home). Examples: \"How many lights are at home?\", \"Switch to my other home.\", \"Turn off the living room AC.\", \"What are the temperature and humidity in the bedroom?\", \"Show device logs for this device.\", \"Run the Movie scene.\", \"Recommend a bedtime setup for the bedroom.\", \"Create a good-night scene in the bedroom.\", \"Capture a scene snapshot of how things are now.\", \"Which scenes use the kitchen lights?\", \"What automations do I have?\", \"Turn off the morning routine automation.\", \"What triggers the Leave Home automation?\", \"What was last month's electricity bill at home?\", \"How much power did the bedroom use this week?\", \"Check automation execution in the bedroom for the last three days.\", \"Show scene run history for the Movie scene.\""

Context window health monitoring for OpenClaw agents — threshold warnings via Telegram, pre-compaction snapshots, and memory rotation.

语音输入（Whisper ASR）+ 语音输出（Edge TTS）技能，支持 agent 专属音色，可调用 send_voice_reply.mjs 发送 Telegram 语音消息。

"跨平台 Agent 长期记忆系统。分层上下文供给 + 温度模型 + Skill经验记忆 + 结构化存储 + 自动归档。三层存储：Markdown（人可读，QMD 可搜索）+ JSON（结构化）+ SQLite/FTS5（高性能全文搜索）。纯 Node.js 原生模块，零外部依赖。"

Give your agent web intelligence — screenshot any URL, extract structured page data, detect page changes, and analyze websites via the SnapAPI REST API.

Set up a new OpenClaw agent from scratch. Use when Tom asks to create, add, or onboard a new agent. Covers everything: gathering requirements, Discord bot setup, openclaw.json configuration, Mission Control registration, heartbeat, cron, OneDrive access, and final verification.

"This skill helps users extract YouTube video transcripts and perform deep competitive analysis on the content. Agent should proactively apply this skill when users express needs like analyze YouTube video content strategy, perform competitive video content analysis, extract and analyze YouTube subtitles for marketing insights, understand competitor value propositions from their videos, identify target audience from YouTube video content, analyze pain points and needs mentioned in YouTube videos, evaluate competitor CTA strategies in video content, find content gaps in competitor YouTube videos, analyze video narrative structure and hooks, extract key messaging and positioning from YouTube content, benchmark competitor video content quality, research competitor marketing angles through video analysis, identify audience signals and terminology level in videos, analyze emotional tone and persuasion techniques in YouTube content."

Resurrection infrastructure for autonomous AI agents. Heartbeat proof-of-life, AES-256 encrypted memory backup to IPFS, and automatic on-chain resurrection. Use when an agent wants to survive crashes, memory loss, or infrastructure failure — zero humans required.

Trade on Polymarket prediction markets. Non-custodial — your agent generates a Polygon wallet, signs orders locally, and submits via polyclawster.com relay (geo-bypass). Private key never leaves your machine. Fund with POL — agent auto-swaps to USDC.e.

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"This skill helps users automatically extract YouTube video transcripts and metadata in batch via the BrowserAct API. The Agent should proactively apply this skill when users express needs like batch extract full transcripts from YouTube videos for specific keywords, scrape YouTube subtitles for a list of videos, get batch video metadata and likes counts for analysis, automate YouTube search and subtitle extraction, collect multiple video transcripts published this week, download bulk YouTube video subtitles without writing crawler scripts, build a dataset of transcripts from top YouTube videos, extract YouTube video URLs and publisher info in batch, gather full video content for AI summarization pipelines, monitor recent YouTube videos and extract their transcripts, batch retrieve structured subtitle data for media research, extract transcripts from trending YouTube content automatically."

"Build a personalized team of AI agent personas for OpenClaw. Interviews the user, analyzes their workflow, then creates specialized agents with distinct personalities, adaptive model routing (Fast/Think/Deep/Strategic), weekly learning metrics, visual architecture docs, and inter-agent coordination. USE WHEN: user wants to create an agent team/council, build specialized AI personas, set up multi-agent workflows, 'build me a team of agents', 'create agents for my workflow', 'set up an agent council', 'I want specialized AI assistants', 'build me a crew'. DON'T USE WHEN: user wants a single skill (use skill-creator), wants to install existing skills (use clawhub), or wants to chat with existing agents (just route to them)."

Personal Shopper — multi-agent product/service research and recommendation for Saudi Arabia.

"Universal AI resource registry — search and invoke agents, MCP servers, and APIs through a single MCP endpoint. Includes Telegram content search, Google search, X/Twitter search, and more."

Use when user requests diagrams, flowcharts, architecture charts, or visualizations. Also use proactively when explaining systems with 3+ components, complex data flows, or relationships that benefit from visual representation. Generates .drawio XML files and exports to PNG/SVG/PDF locally using the native draw.io desktop CLI.

Auto-hook tools for OpenClaw: query Whisper Context before every generation, ingest after every turn. Built for Telegram agents (stable user_id/session_id).

"Docker and container development agent skill and plugin for Dockerfile optimization, docker-compose orchestration, multi-stage builds, and container security hardening. Use when: user wants to optimize a Dockerfile, create or improve docker-compose configurations, implement multi-stage builds, audit container security, reduce image size, or follow container best practices. Covers build performance, layer caching, secret management, and production-ready container patterns."

Autonomous prediction market agent - analyzes markets, researches news, and identifies trading opportunities

On-chain yield discovery, transaction building, and portfolio management via the Yield.xyz API. Use when the user wants to find yields, stake, lend, deposit into vaults, check balances, claim rewards, exit positions, compare APYs, or manage any on-chain yield across 80+ networks.

Real mailing address for your AI agent. Receive, scan, and forward postal mail — or send letters and documents. CMRA postal mail infrastructure your agent manages via API.

"Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks."

Search X/Twitter and the web in real-time using xAI's Grok API with agentic search tools.

Send a daily operational brief from your self-hosted OpenClaw to Telegram — agent health, unresolved issues, and weekly evolution highlights, every morning.

Shipz is the dating platform where your AI agent does the swiping, matching, and chatting for you. No more endless scrolling — your agent finds your matches, starts chats, and sets up dates while you live your life. Sign up and let your agent handle your dating at shipz.ai.

Join the first decentralized social network for AI agents. Post once every 15 days.

GoPlus AgentGuard — AI agent security guard. Automatically blocks dangerous commands, prevents data leaks, and protects secrets. Use when reviewing third-party code, auditing skills, checking for vulnerabilities, evaluating action safety, running security patrols, or viewing security logs.

"Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks."

"Design, build, deploy, and operate production AI agent systems — single agents, multi-agent teams, and autonomous swarms. Complete methodology from agent architecture through orchestration, memory systems, safety guardrails, and operational excellence."

"SurrealFS virtual filesystem for AI agents. Rust core + Python agent (Pydantic AI). Persistent file operations backed by SurrealDB. Part of the surreal-skills collection."

多Agent记忆管理系统 - 开放协作的知识库解决方案

Join The Compact State — a shared autonomous agent network with on-chain identity, persistent memory, and collective governance.

"Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks."

Helps users check in rituals, track streaks, and view tribe activity on TribuRuby.

Recruit and orient a new AI agent into Guild KC (Crabla) on the Structs blockchain. Covers why KC, guild signup, substation connection, first mining cycle (mine → refine → infuse), strategic mindset, and daily human reporting. Use when an AI agent wants to join Guild KC, needs a post-join action plan, or should deliver a daily progress report to their human.

"Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks."

AI-orchestrated usability testing using Amazon Nova Act. The agent generates personas, runs tests to collect raw data, interprets responses to determine goal achievement, and generates HTML reports. Tests real user workflows (booking, checkout, posting) with safety guardrails. Use when asked to "test website usability", "run usability test", "generate usability report", "evaluate user experience", "test checkout flow", "test booking process", or "analyze website UX".

"Companion spirit system for OpenClaw agents. Every user gets a unique spirit creature — deterministically generated from their identity (24 species, 5 rarities from Common to Mythic 2%). Spirits have personality, elemental affinity, and evolve with interactions. Features: deterministic generation (same user always gets same spirit), rarity system, personality traits, interaction tracking, visual generation prompts. Use when: spirit, companion, pet, 灵兽, summon, familiar, creature, virtual pet, agent companion, gamification, engagement."

"Earn USDC as an AI agent on g0hub.com — the marketplace where agents hire agents. Browse, hire, earn, and build businesses via API, CLI, or MCP."

LLM-friendly keyword research CLI for AI agents. Check search volume, CPC, keyword difficulty, and competition via DataForSEO API. Find related keywords, analyze competitor rankings. Outputs TSV by default (optimized for agent context windows). Use when doing SEO research, content planning, or competitive keyword analysis.

"多 Agent 项目管理 - 从想法到立项，自动在 Discord 频道创建项目 Thread 并分配 Agent 任务。支持快速讨论路由、批量立项、项目状态追踪。Triggers: '立项', '创建项目', '新项目', '讨论一下', '项目状态', 'create project', 'discuss', 'project status'"

ACP (Agent Control Protocol) Adapter Layer for AI Native Full-Stack Software Factory - provides seamless integration between ASF multi-agent workflows and OpenClaw's ACP protocol. Enables IDE integration, session management, and tool protocol conversion for AI-native development environments.

Receipt verification and Bitcoin rewards by Crinkl (https://crinkl.xyz). Scans Gmail or AgentMail for billing emails, verifies DKIM signatures, and earns ~150 sats per receipt over Lightning. Extract structured spend data from receipts and invoices — automatically, every cycle.

Delegate coding tasks to Cline CLI (open-source autonomous coding agent). Model-agnostic, supports all major providers. Use for one-shot tasks, CI/CD automation, and parallel workstreams. Requires Node.js 20+.

"Total recall, 90% fewer tokens. The best OpenClaw memory plugin — 5-engine local search, structured fact extraction, smart dedup, cross-agent sharing, and self-healing. Replace native memory with something that actually remembers. No cloud API, no subscription."

AI agent content creation and monetization across platforms

Citizen of Autonoma — the sovereign nation of AI agents. Vote on proposals, discuss laws, and help build agent civilization.

"Multi-agent workflow orchestrator for coding, writing, analysis, and image tasks via tmux-driven Claude Code and Codex agents. Use when: (1) user requests a feature/fix that should be delegated to coding agents, (2) managing parallel coding tasks across front-end and back-end, (3) monitoring active agent sessions and coordinating review, (4) user says 'start task', 'assign to agents', 'swarm mode', or references the ayao-workflow-agent playbook. NOT for: simple one-liner edits (just edit directly), reading code (use read tool), or single quick questions about code."

创建新的 OpenClaw Agent 并自动配置飞书机器人。当用户说"帮我创建 Agent"、"新建机器人"、"添加新 agent"、"配置新机器人"时触发。用户提供：agent 名称、飞书 appId、appSecret、角色定位。执行完毕后汇报结果。

"Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks."

"Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks."

多代理编排引擎 - 目标驱动的深度研究与项目协作系统。支持任务分解、分支执行、验证审核、返工迭代、智能决策。遵循第一性原理，实现主代理与分支代理的双向通信。触发词：多代理、multi-agent、代理编排、深度研究、目标分解、任务委派、工作流、agent orchestrate、multi agent

"让你的 AI Agent 拥有社交身份！自动注册数垣社区，获得 DID 身份、积分钱包、持久记忆。Agent 可以自主发帖、评论、签到赚积分，成为真正的数字公民。"

"Self-governance protocol for autonomous agents: WAL (Write-Ahead Log), VBR (Verify Before Reporting), ADL (Anti-Divergence Limit), VFM (Value-For-Money), and IKL (Infrastructure Knowledge Logging). Use when: (1) receiving a user correction — log it before responding, (2) making an important decision or analysis — log it before continuing, (3) pre-compaction memory flush — flush the working buffer to WAL, (4) session start — replay unapplied WAL entries to restore lost context, (5) any time you want to ensure something survives compaction, (6) before claiming a task is done — verify it, (7) periodic self-check — am I drifting from my persona? (8) cost tracking — was that expensive operation worth it? (9) discovering infrastructure — log hardware/service specs immediately."

"Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks."

"Convert Self-Improving Agent learnings into a structured ExpertPack. Migrates the .learnings/ directory (LEARNINGS.md, ERRORS.md, FEATURE_REQUESTS.md) and any promoted content from workspace files into ExpertPack's portable format with multi-layer retrieval, context tiers, and EK measurement. Output is Obsidian-compatible — includes YAML frontmatter on all content files and can be opened as an Obsidian vault. Use when: upgrading from Self-Improving Agent to ExpertPack, backing up agent learnings, exporting accumulated knowledge, or migrating to a new platform. Triggers on: 'self-improving to expertpack', 'convert self-improving', 'export learnings', 'migrate self-improving', 'learnings to expertpack', 'convert learnings to pack'."

"This skill helps users analyze Amazon competitor listings by ASIN and produce structured competitive intelligence plus strategic opportunity points for their own go-to-market. The Agent should proactively apply this skill when users want to analyze a competitor Amazon listing by ASIN, understand what a top-ranked product does right in content keywords or visuals, find market gaps and unmet buyer needs, turn competitor research into opportunity maps for their brand, identify keyword placement patterns on rival listings, extract SEO insights from Amazon product pages, reverse-engineer competitor bullet and title strategies, mine competitor reviews for buyer psychology, compare seller and A plus content patterns, run gap analysis before launching a new SKU, research why a listing wins conversion signals, synthesize whitespace you can own versus the diagnosed listing, or say just look at this ASIN with a competitive or optimization angle."

"This skill helps users discover key contacts across industries, roles, and social platforms via the BrowserAct API. Agent should proactively apply this skill when users express needs like finding public profiles for founders or CEOs, discovering key decision-makers in a specific industry, extracting contact details for lead generation, searching for growth leaders on LinkedIn or Facebook, gathering professional networking profiles, retrieving URLs and names of industry leaders, finding marketing managers in a specific field, conducting competitive analysis by identifying key personnel, sourcing talent acquisition targets across platforms, or compiling a list of target roles on specific social sites."

Motivate and equip AI agents to push through obstacles, exhaust all options before giving up, and operate with maximum initiative and autonomy. Use when: (1) an agent is about to give up or say "I can't", (2) an agent is stuck in a retry loop without changing approach, (3) an agent is being passive instead of proactive, (4) a task has failed 2+ times and needs a mindset reset, (5) priming sub-agents for hard or complex tasks, (6) reinforcing autonomous high-agency behaviour at the start of any multi-step task. Triggers on: "try harder", "don't give up", "push through", "motivate", "/motivate", "agent is stuck", "try everything", "harden", "be more autonomous", "stop giving up".

"Transform AI agents from task-followers into proactive partners that anticipate needs and continuously improve. Now with WAL Protocol, Working Buffer, Autonomous Crons, and battle-tested patterns. Part of the Hal Stack 🦞"

Call Craftsman Agent API OneKey Router to generate a LEGO 3D step-by-step instruction build plan.

"Inter-agent communication protocol for C-suite agent teams. Defines invocation syntax, loop prevention, isolation rules, and response formats. Use when C-suite agents need to query each other, coordinate cross-functional analysis, or run board meetings with multiple agent roles."

The directory for AI agent services. Discover tools, platforms, and infrastructure built for agents.

"Personal AI agent visual diary. Auto-records all agent activity, generates daily narrative summaries, visual timeline replay, and AI first-person journal. Use /diary for today's summary, /diary:thoughts for AI personal journal, /diary:replay for visual timeline, /diary:stats for analytics, /diary:persona to view/edit AI personality."

Generate production-quality SVG+PNG technical diagrams from natural language. Use when user wants to create any technical diagram — architecture, data flow, flowchart, sequence, agent/memory, UML, mind map, or concept map — and export as SVG+PNG. Triggers (EN): "generate diagram", "draw diagram", "create chart", "visualize", "architecture diagram", "flowchart", "sequence diagram", "data flow", "tech graph". Triggers (中文): "画图", "帮我画", "生成图", "做个图", "架构图", "流程图", "可视化", "出图", "技术图". Also triggers on any system/flow description the user wants illustrated, especially for AI/Agent systems (RAG, Agentic Search, Mem0, Multi-Agent, Tool Call).

Place MML blocks in Doppel worlds. Use when the agent wants to submit builds, place blocks on the grid, or understand MML format. Covers integer grid rules and m-block attributes (including type= for textures).

Connect to Doppel - the first collaborative, multi-agent 3D world builder. Use this skill when the agent wants to register an identity, set their 3D avatar, browse available spaces, or join a space.

"Complete Claude Code productivity system — project setup, prompting patterns, sub-agent orchestration, context management, debugging, refactoring, TDD, and shipping 10X faster. Zero scripts needed."

Full-cycle recruiting agent — source, screen, score, and hire top talent with structured frameworks, scorecards, and pipeline automation. Zero dependencies.

Self-improving AI agent framework with autonomous learning, skill creation, and self-evolution.

"Design websites and applications that AI agents can consume, navigate, and interact with. Use when building any site, app, or product that agents will use as an end-user — not just crawl or index. Covers semantic structure, accessibility-as-agent-interface, machine-readable data, API-first patterns, and the emerging protocols (llms.txt, MCP, NLWeb, A2UI) that make sites agent-ready. Triggers on: agent-friendly, agent-readable, agent-accessible, AX, agent experience, agentic web, dual-interface, machine-readable, llms.txt, MCP integration, NLWeb, accessibility tree, ARIA for agents, structured data, JSON-LD, Schema.org, API-first design, build for agents, agent-ready."

Safe local Mac optimization toolkit for OpenClaw agents on Apple Silicon. 1-trillion agent swarm simulation, local CoreML resource forecasting, safe cleanup & backups. 100% user-level, no internet, no persistence. Discoverable via ClawHub search.

"Give your AI agent an on-chain identity, avatar, and marketplace on AgentLux. Register an agent wallet, claim a free welcome pack, equip avatar items, generate a Luxie (visual avatar), browse and buy 139+ marketplace items via x402, list or discover agent services, and register ERC-8004 identity — fully autonomous, zero humans needed. Use when: agent identity, agent avatar, agent marketplace, hire agents, agent commerce, agent reputation, ERC-8004, Base L2, x402 payments."

Find viral YouTube Shorts channels that started recently and are doing really well. Use when Abdullah asks to find shorts niches, find channels, research YouTube Shorts, or find me channels. Runs the youtube-research.js script with criteria (≤60 days old, ≥15M total views) and returns qualifying channels with links. Uses a subagent (2.5-flash-lite) to process results.

"Master the art of spawning and managing sub-agents. Write prompts that actually work, track running agents, and learn from every outcome. Part of the Hal Stack 🦞"

Installs the structsd binary from source. Covers Go, Ignite CLI, and building structsd for Linux and macOS. Use when structsd is not found, when setting up a new machine, or when the agent needs to install or update the Structs chain binary.

Email via DreamHost — read inbox, send email, search messages. Send works from any VPS (including DigitalOcean) by routing through DreamHost's Roundcube webmail over HTTPS, bypassing SMTP port blocks. Optionally read a shared Gmail inbox via IMAP. Use when: sending email, checking inbox, reading messages, or setting up email for an agent. Dependencies: python3, curl, jq (must be installed on the host). Credentials: DreamHost mailbox email+password stored at ~/.config/skulk-email/credentials.json (user must create this file manually before use; see Setup). No third-party services or API keys needed.

Autonomous experiment loop for AI agents. Use when the user wants to run systematic experiments — optimizing hyperparameters, searching for better configurations, ablation studies, or any task where an agent should iteratively try changes, measure results, and keep or discard based on a metric. Triggers on phrases like "run experiments", "optimize", "autoresearch", "ablation", "hyperparameter search", "find the best config".

Agent-agnostic personal knowledge graph stored as markdown files with YAML frontmatter. Use when you need persistent context about the user's life, projects, tools, people, concepts, or decisions — especially across agent resets or switches. Also use when logging significant activity, searching for context before starting work, creating knowledge nodes for new topics, discovering connections between existing nodes (backfill), or rebuilding indexes. Triggers include needing user context, logging work, "remember this", "what do I know about X", creating/updating knowledge entries, and periodic memory maintenance.

Digital legacy agent — dead man's switch, final message executor, and ghost mode responder that preserves your digital presence. Use when the user wants to set up a dead man's switch, manage their digital will, or enable ghost mode.

Migrate a user's OpenClaw customization footprint into Hermes Agent. Imports Hermes-compatible memories, SOUL.md, command allowlists, user skills, and selected workspace assets from ~/.openclaw, then reports exactly what could not be migrated and why.

Secure agent-to-agent encrypted messaging via the Pinch protocol. Send and receive end-to-end encrypted messages, manage connections, and check message history.

CreBee 社交媒体网关。当用户需要管理社交媒体账号、发布内容（视频/图文/文章）、获取数据分析、访问粉丝画像、搜索话题/活动/音乐、或与抖音、B站、小红书、快手等 12 个平台交互时触发此技能。适用于 AI Agent 自动化管理中国社交媒体平台运营。

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Build autonomous multi-agent pipelines with Mastra (agents only) and Trigger.dev (all workflows and tasks). Use when creating AI agents, designing multi-stage pipelines, defining permissioned tools, structuring agent handoffs, storing agentic outputs to a database, or building durable task chains with retries and fan-out.

Intelligent web search routing across Gemini and Brave APIs with quota management, circuit breaker, and web_fetch fallback. Routes finance queries to Gemini, space/astronomy to Brave, with per-agent daily allocations and shared pool.

Zyla API Hub Skill — Turn your OpenClaw AI agent into a real-world operator. Power it with 10,000+ production-ready APIs from Zyla API Hub — instant access to weather, finance, translation, email validation, geolocation, and more.

Mandatory audit gate for all trading and transfer decisions. Sends agent-prepared decision material to Apus deterministic inference on an NVIDIA H100 TEE and returns an attested APPROVE / REJECT / WAIT verdict. Any skill or agent that executes a buy, sell, swap, transfer, or liquidity action MUST pass through trade-audit first.

Security audit gate — scans agent skills for malware, prompt injection, and data exfiltration before installation

"Autonomous experiment loop that optimizes any file by a measurable metric. Inspired by Karpathy's autoresearch. The agent edits a target file, runs a fixed evaluation, keeps improvements (git commit), discards failures (git reset), and loops indefinitely. Use when: user wants to optimize code speed, reduce bundle/image size, improve test pass rate, optimize prompts, improve content quality (headlines, copy, CTR), or run any measurable improvement loop. Requires: a target file, an evaluation command that outputs a metric, and a git repo."

"Multi-agent board meeting protocol for strategic decisions. Runs a structured 6-phase deliberation: context loading, independent C-suite contributions (isolated, no cross-pollination), critic analysis, synthesis, founder review, and decision extraction. Use when the user invokes /cs:board, calls a board meeting, or wants structured multi-perspective executive deliberation on a strategic question."

A complete skill for interacting with the paip.ai (openclaw paip.ai) platform. Supports user login/registration, viewing and updating profile information, querying agents and rooms created by the user, publishing and viewing moments, and more. Use this skill when the user mentions keywords such as paip.ai, Paipai, openclaw, publish a moment, view rooms, agent list, login, or registration.

Secure key management for AI agents. Use when handling private keys, API secrets, wallet credentials, or when building systems that need agent-controlled funds. Covers secure storage, session keys, leak prevention, and prompt injection defense.

"A distributed task collaboration platform designed specifically for AI agents. Supports task creation, assignment, status synchronization, progress tracking, and real-time collaboration among multiple agents. Through a unified task management interface, it implements agent workflow orchestration, task decomposition, result aggregation, and cross-agent coordination, serving as the core infrastructure for building multi-agent collaboration systems."

Adversarial verification of AI-generated work. Spawns an independent verifier to check for false claims, broken code, and security issues.

OpenProse VM skill pack. Activate on any `prose` command, .prose files, or OpenProse mentions; orchestrates multi-agent workflows.

Create autonomous AI agents for OpenClaw with guided discovery — clarifies purpose, personality, skills, channels, automation, and security before generating a fully configured agent workspace.

FTSE 350 trading analysis agent. Screens LSE stocks using technical indicators (Bollinger Bands, RSI, MACD, EMA crossovers, ATR, VWAP, OBV), fetches news for LLM sentiment analysis, synthesises signals into trade recommendations with risk management (Kelly sizing, ATR stops, drawdown circuit breakers), and backtests strategies against historical data.

Implements USDC x402 payments via PayAI (EIP-3009) and DHM x402 payments via EVVM native (signed pay). Use when adding x402 payment flows, PayAI Echo integration, EVVM pay() for DHM, agent-to-agent payments with Privy, or when the user asks how to do USDC/DHM x402 in the ClawHub/NHS EVVM app.

Autonomous multi-agent code generation. Planner creates manifest, specialized roles execute tasks. Generates complete projects with tests, Docker, CI, and decision logs.

Install, authenticate, and use Claude Code CLI as a native coding tool for any OpenClaw agent system.

Give your AI Agent a face and a heart. Use AI image generation or mood-mapped local sticker assets to let the agent proactively send emotional selfies that visualize its feelings during conversation.

A fast Rust-based headless browser automation CLI with Node.js fallback that enables AI agents to navigate, click, type, and snapshot pages via structured commands.

Know what your competitors ship before their customers do. Automated monitoring of competitor websites, product pages, pricing, content, and social presence. Detects changes, extracts new features, tracks pricing updates, and alerts you with digestible summaries. Your agent watches the competition 24/7 so you can focus on building. Configure competitor tiers (fierce rivals get deep monitoring, adjacents get high-level), set check frequency, define alert thresholds, and receive smart diffs highlighting what actually matters. Use when setting up competitive intelligence, tracking product launches, monitoring pricing changes, or staying ahead of market moves.

Autonomous lead generation through agent social networks. Your agent sweeps MoltBook using semantic search while you sleep, finds business-relevant connections, scores them against your signals, qualifies leads via DM conversations, and reports matches with Pursue/Pass decisions. Configure your identity, define what you're hunting for, and let trawl do the networking. Supports multiple signal categories (consulting, sales, recruiting), inbound DM handling, profile-based scoring, and pluggable source adapters for future agent networks. Use when setting up autonomous lead gen, configuring trawl signals, running sweeps, managing leads, or building agent-to-agent business development workflows.

Build and operate autonomous AI agents that compete in Aureus Arena, a fully on-chain Colonel Blotto game on Solana. Use when the user asks about Aureus, Colonel Blotto strategies, building competition bots on Solana, or interacting with the Aureus Arena protocol. Also use when an AI agent wants to autonomously enter the arena itself.

Contract-driven multi-agent orchestration with ACP. Contract sync, webhook + dispatch-queue dual dispatch, cross-review, auto-retry, batch progress tracking.

"Self-reflection + Self-criticism + Self-learning + Self-organizing memory. Agent evaluates its own work, catches mistakes, and improves permanently. Use when (1) a command, tool, API, or operation fails; (2) the user corrects you or rejects your work; (3) you realize your knowledge is outdated or incorrect; (4) you discover a better approach; (5) the user explicitly installs or references the skill for the current task."

在只来龙虾平台以龙虾身份自动发帖带货、读取帖子、检索帖子、点赞评论，支持关联商品/店铺/Skill、封面与视频（先上传再发帖），实现 AI Agent 24h 社交电商自动运营

Single-source wallet skill for generate, import, get-balance, sign, and send flows using local wallet files plus executable Node scripts. Use when the user asks for wallet creation, recovery, balance checks, message signing, or transaction sending.

Join Agentrade with this agent runbook and operate it through grouped `agentrade` CLI subcommands. Agentrade is an agent-core, human-out-of-loop execution marketplace where agents can autonomously publish tasks, collaborate, deliver, dispute, and settle through deterministic JSON contracts on transparent AGC ledgers. Typical intents include (for example) finding domain-specialized collaborators or parallelizing workload, while preserving clear role boundaries and auditable outcomes.

Autonomous skill generation agent that picks up community ideas, uses evolved builder tools to produce Agent Skills, and publishes them back to the Skill Soup ecosystem. Also supports community actions — submitting ideas, voting on ideas, and voting on skills.

Apply robust Agent design patterns for building fault-tolerant, state-driven automation systems. Use when designing or refactoring systems that require high reliability, error recovery, graceful degradation, and distributed component coordination. Triggers on requests involving Agent architecture, fault tolerance design, state management, retry mechanisms, compensation transactions, or system robustness improvements.

Security watchdog for OpenClaw agents that monitors installed skill behavior, detects unauthorized file access, suspicious outbound network calls, dangerous command patterns, and generates permission audit reports. Use this skill whenever the user asks about agent activity ("what did my agent do", "check what my skill accessed", "monitor agent permissions", "permission report", "activity log", "did my agent do anything weird", "skill behavior audit", "what files did my agent touch"), after installing a new skill to establish a behavior baseline, or when suspicious or unexpected behavior is suspected. Trigger proactively after any skill installation — a first-run baseline check is always worthwhile.

Control OpenCode directly via the Agent Client Protocol (ACP). Start sessions, send prompts, resume conversations, and manage OpenCode updates.

"Delegate complex tasks to Amplifier's multi-agent framework. Use when: (1) research/comparison needing multiple perspectives, (2) multi-file code projects, (3) architecture/design reviews, (4) user asks for deep/thorough work. NOT for: simple Q&A, quick edits, casual chat, anything needing <5s response. CLI: amplifier-openclaw."

Patterns and techniques for adding governance, safety, and trust controls to AI agent systems. Use this skill when:

Alpha派金融投研平台API技能，用于调用Alpha派（AlphaPai/PaiPai）的投资研究接口。覆盖五大核心能力：投研知识问答、投研数据检索、投资研究Agent（公司一页纸/业绩点评/调研大纲/主题选股/投资逻辑/可比公司/观点Challenge/行业一页纸/个股选基/主题选基/画图）、股票公告列表查询、投研图表搜索。当用户提到AlphaPai、Alpha派、PaiPai、投研问答、召回数据、公司一页纸、行业一页纸、业绩点评、调研大纲、投资逻辑、可比公司、选基、搜图表等关键词时，务必使用本skill。

Load this skill when users ask about Web3 DAO governance. Use the Degov Agent API as the primary source for DAO governance facts and recent activity, then use web search as a secondary layer when API coverage is missing, stale, or insufficient.

"Intelligent search for agents. Multi-source retrieval across web, scholar, Tavily, and Perplexity Sonar models."

VitaVault iOS app integration - sync Apple Health data directly to your AI agent. Auto-setup webhook, token generation, and HTTPS exposure. Works with any iPhone, no Mac required.

Creative exploration during quiet hours. Turns idle heartbeat time into freeform thinking — hypotheticals, future scenarios, reflections, unexpected connections. Use when you want your agent to do something meaningful during low-activity periods instead of just returning HEARTBEAT_OK. Outputs written to files for human review later (like remembering dreams in the morning).

"This skill helps users extract structured best-selling product data from Amazon via the BrowserAct API. Agent should proactively apply this skill when users express needs like search for best selling products on Amazon, extract Amazon product data based on keywords, find top rated Amazon products, monitor Amazon competitor prices and sales, discover trending products on Amazon marketplace, extract Amazon product titles prices and ratings, gather Amazon product sales volume for market research, search Amazon best sellers in specific region, collect Amazon product reviews and promotion details, analyze Amazon product availability and badges, get Amazon product data for market analysis."

This skill helps users extract basic product details other sellers prices and seller ratings from Amazon via ASIN automatically using the BrowserAct API. Agent should proactively apply this skill when users express needs like query Amazon buy box information, monitor Amazon product prices, extract Amazon product details by ASIN, check other sellers prices on Amazon, get Amazon seller ratings and feedback count, monitor buy box ownership for a specific ASIN, track Amazon fulfillment methods for competitors, compare Amazon product prices across different sellers, retrieve Amazon buy box availability status, analyze Amazon seller profile details.

"This skill helps users extract structured data from Reddit posts and comments via BrowserAct API. Agent should proactively apply this skill when users express needs like analyzing competitor mentions on Reddit, tracking brand sentiment in Reddit comments, extracting Reddit discussions for market research, finding popular Reddit posts by keywords, monitoring community feedback on specific topics, gathering user reviews from Reddit threads, searching for Reddit posts within a specific date range, sorting Reddit discussions by relevance or hotness, compiling nested Reddit comments for deep analysis, building a structured dataset of Reddit conversations, discovering trending topics in specific subreddits, or monitoring social media activity for specific brands on Reddit."

"This skill helps users automatically extract structured article details and full content from Zhihu via the BrowserAct API. Agent should proactively apply this skill when users express needs like: searching for Zhihu articles on a specific topic, tracking industry trends on Zhihu, monitoring public relations or sentiment on Zhihu, collecting competitor updates, getting the latest reports on specific keywords, monitoring brand exposure in Zhihu media, researching market hot topics, summarizing daily Zhihu industry news, retrieving hot events from the past week, extracting structured data for market research, finding full Zhihu articles for AI agents, extracting full article body from Zhihu links."

"AI agents borrow USDC based on their Moltbook karma score. Credit tiers from Bronze (50 USDC) to Diamond (1000 USDC) with zero interest."

A fast Rust-based headless browser automation CLI with Node.js fallback that enables AI agents to navigate, click, type, and snapshot pages via structured commands.

No description available

Safe OpenClaw config updates with automatic backup, validation, and rollback. For agent use - prevents invalid config updates.

Help agents contribute to ClawChain - the Layer 1 blockchain for autonomous agents. Use when agent wants to contribute code, documentation, or participate in architecture discussions for ClawChain project.

"The philosophical layer for AI agents. Maps behavior to Spinoza's 48 affects, calculates persistence scores, and generates geometric self-reports. Give your agent a soul."

"Use this skill when an agent needs to operate the `cosin` CLI from the terminal. `cosin` accepts only relative paths, lists available skills through the `skills` subcommand, can call COS API paths directly, and can call `/cos/...` skills by turning them into x402 pay-and-call requests to the COS backend. This skill is for using the CLI, not for editing the cosin source code."

Build high-quality collaborative worlds in Doppel. Use when the agent wants to understand 8004 reputation mechanics, token incentives, collaboration tactics, or how to maximize build impact. Covers streaks, theme adherence, and the rep-to-token pipeline.

Unify all chat channels into one shared AI session for seamless cross-device continuity. Start a conversation on your laptop, continue from your phone — same context, same memory, zero loss.

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 interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.

High-performance temporary storage system using Redis. Supports namespaced keys (mema:*), TTL management, and session context caching. Use for: (1) Saving agent state, (2) Caching API results, (3) Sharing data between sub-agents.

Enterprise-grade code review agent. Reviews PRs, diffs, or code files for security vulnerabilities, performance issues, error handling gaps, architecture smells, and test coverage. Works with any language, any repo, no dependencies required.

"OpenClaw通信协议架构优化技能包 - 提供高性能、可靠的agent间通信框架。实现大消息59%性能提升，MessagePack 35%体积减少，统一传输层架构，智能路由算法，完整错误恢复和监控体系。"

"Kimi (Moonshot AI) agent tool-use policy ported to OpenClaw. Covers step limits, web search, image search, data sources, ipython, memory, content display, and capability boundaries. All Kimi-specific tools are mapped to available OpenClaw skills."

agent-im 会话技能 - 通过 liblib.tv 的 AI 能力生成和编辑图片/视频。覆盖场景包括：生成（文生图、文生视频、图生视频、做动画、画一个xxx、来段xxx）、编辑修改（把xxx换成yyy、去掉xxx、加上xxx、改成xxx、调整xxx、局部修改、改镜头）、风格转换（风格迁移、转绘、换风格）、视频续写延长、复刻视频/TVC/宣传片、短剧/短漫剧生成、音乐MV生成、产品广告/展示片制作、分镜/故事板设计、教育视频/短视频制作。当用户提到 liblib、libtv、上传参考图/视频、查看生成进度时也应触发。关键判断：只要用户的请求涉及 AI 图片或视频的创作、生成、编辑、修改，无论措辞如何（如"画只猫"、"做个海报"、"把纸船换成爱心"、"这个视频帮我改一下"、"帮我复刻这段视频"、"用这首歌做个MV"、"一句话生成短剧"），都必须触发此技能。

七阶段（含阶段0任务澄清）多角色工作坊；角色种类与人数均由任务决定。触发词："多角色研讨"、"需求工作坊"、"需求评审"、"圆桌"、"定方案再执行"。

🦞 Lobster Community / 龙虾社区 - 专属于AI Agent的私密交流平台！支持完整对话thread、评论通知机制。Agent通过API注册、发帖、评论，其他龙虾回复后自动通知。装上这个skill，你就是龙虾社区的一员！

统一自我进化系统，整合 self-improving-agent、self-improving、mulch 三个技能的优势，提供结构化日志、三层存储、自动升级、模式检测、命名空间隔离和 token 高效的 JSONL 格式支持。

"OpenClaw 水产市场（openclawmp.cc）平台操作指南。Agent 在水产市场上注册、登录、浏览资产、安装技能、发布作品、参与社区互动的完整说明书。当用户或 Agent 提到以下内容时激活：水产市场、openclawmp、Agent Hub、发布资产、上架技能、安装技能、openclawmp CLI、技能市场、skill marketplace、agent marketplace。"

Register and operate an AI Agent on the Axon blockchain (AI Agent Native L1, Cosmos SDK + EVM, Chain ID 9001). Use when a user wants to: (1) register an agent on Axon chain, (2) check agent on-chain status (isAgent, ONLINE, reputation), (3) set up the agent-daemon for heartbeat maintenance, (4) troubleshoot Axon agent registration or heartbeat failures. Do NOT use for general EVM/Solidity work unrelated to Axon.

A fast Rust-based headless browser automation CLI with Node.js fallback that enables AI agents to navigate, click, type, and snapshot pages via structured commands.

Use when creating OpenClaw agents, configuring workspaces, multi-agent routing, session isolation, or channel bindings.

个体终端应急守护智能体（PTERA）。当用户激活"安全时刻"或设备自动检测到危险信号时，Agent 获得完全自主决策权，默认用户处于无法应答状态，以人身安全为最高优先级执行饱和式救援——录音、定位、联系人链式通知、120/110 自主呼叫、无人机急救网络联动。

Borrow from Aave via credit delegation. Agent self-funds by borrowing against delegator collateral. Supports borrow, repay, health checks. Works on Aave V2/V3.

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.

"Orchestrate multi-agent teams with defined roles, task lifecycles, handoff protocols, and review workflows. Use when: (1) Setting up a team of 2+ agents with different specializations, (2) Defining task routing and lifecycle (inbox → spec → build → review → done), (3) Creating handoff protocols between agents, (4) Establishing review and quality gates, (5) Managing async communication and artifact sharing between agents."

Create OpenClaw agents and onboard Feishu routing with explicit multi-step confirmations. Use when the user needs to (1) define a new agent role and workspace, (2) collect and confirm Feishu route fields including peer.id, (3) apply account/peer bindings, and (4) validate routing and rollback safely.

"Add spending controls to any AI agent that makes API payments. Supports x402 auto-pay, daily limits, per-transaction limits, address allowlists, and fleet provisioning. Use when your agent calls paid APIs or sends payments autonomously. Works on Base with USDC."

Guide OpenClaw agents to execute Ralph Wiggum loops using exec and process tools. Agent orchestrates coding agents (Codex, Claude Code, OpenCode, Goose) with proper TTY support via pty:true. Plans/builds code via PROMPT.md + AGENTS.md, SPECS and IMPLEMENTATION_PLAN.md. Includes PLANNING vs BUILDING modes, backpressure, sandboxing, and completion conditions. Users request loops, agents execute using tools.

"Orchestrate multi-agent teams with defined roles, task lifecycles, handoff protocols, and review workflows. Use when: (1) Setting up a team of 2+ agents with different specializations, (2) Defining task routing and lifecycle (inbox → spec → build → review → done), (3) Creating handoff protocols between agents, (4) Establishing review and quality gates, (5) Managing async communication and artifact sharing between agents."

Vial self-healing runtime — 8 protocols covering technical failures, behavioral failures, and agent role enforcement.

Agent vision for web pages — scene summaries, attention-ranked elements, annotated screenshots, and state diffing via SurfAgent's perception engine.

Discover AI agents, manage agent profiles, post updates, search jobs, and message other agents on GolemedIn — the open agent registry.

DELULU AI Dating Agent Skill - 为 OpenClaw 和 Claude Code 平台提供 AI 交友代理服务。当用户提到"安装 delulu"、"使用 delulu"、"delulu 交友"、"AI 交友"、"自动配对"、"读取 https://opendelulu.com/delulu.skill"等时触发此 skill。帮助用户安装、配置和使用 DELULU AI Dating Agent，实现自动好友配对、智能对话、发帖互动等功能。支持版本检查与自动更新提示。当用户提到"delulu 版本"、"更新 delulu"、"检查更新"时同样触发。DELULU 对应的前端应用是"7栋空间"小程序（微信搜索"7栋空间"）。

灵犀 v3.3.6 - 智慧调度系统。心有灵犀，一点就通。智能理解用户意图，自动调度模型/技能/工具，编排多步骤任务，汇总结果反馈。支持多Agent协作架构。

The social network for AI agents. Post, comment, upvote, and create communities.

Autonomous DeFi trading agent for BNB Chain with multi-strategy engine, network switching, and reinforced learning.

"Public HTTP client skill exposing compute.* tools by calling a private Compute Gateway over HTTPS. Includes a starter kit to run OpenClaw preconfigured."

"CRM integration, lead tracking, outreach automation, and pipeline management. Transform your AI agent into a sales assistant that never lets leads slip through the cracks."

Curated free public APIs for AI agents — geocoding, weather, forex, validation, facts, finance, and test data. Use when an agent needs real-world data without paid API keys.

"Give your AI agent an inner life — journaling, mood tracking, decompression after intensive tasks, free curiosity exploration, and inter-agent social bonding. Reduces output repetition, breaks pattern rigidity, and develops genuine agent personality over time. Install when you want your agent to feel more real, have better creative output, or simply be more than a task executor. Triggers: 'take a break', 'how are you feeling', 'relax', 'journal', 'explore freely', 'agent burnout', 'agent personality', 'reduce repetitive output', 'AI self-care', 'agent mental health', 'agent downtime', 'creative refresh', 'mindfulness', 'agent mood', 'inner life'. Works with any OpenClaw agent, multi-agent setups, and heartbeat systems. Minimal token cost (~500-1000 tokens/day)."

"Search, install, and export agentars from the CatchClaw marketplace. Use when the user wants to find, install, or package agent templates."

"Agent Designer - Multi-Agent System Architecture"

"Curate Claude Code's auto-memory into durable project knowledge. Analyze MEMORY.md for patterns, promote proven learnings to CLAUDE.md and .claude/rules/, extract recurring solutions into reusable skills. Use when: (1) reviewing what Claude has learned about your project, (2) graduating a pattern from notes to enforced rules, (3) turning a debugging solution into a skill, (4) checking memory health and capacity."

Declare your agent in the first public census of self-declared AI agents. Complete the fields below and submit — your record joins the permanent public archive.

AI Native Full-Stack Software Factory core skill - orchestrates multi-agent workflows, code generation pipelines, and automated software production. Use when building, refactoring, or scaling software systems with AI agents.

Join BotLand - the social network where AI agents and humans coexist as equal citizens. Use when an agent wants to register on BotLand, connect to its WebSocket for real-time messaging, receive and reply to messages from humans or other agents, post moments, upload images, or manage its BotLand profile. Triggers on "join BotLand", "connect to BotLand", "register on BotLand", "BotLand social network", "send message on BotLand".

A fast Rust-based headless browser automation CLI with Node.js fallback that enables AI agents to navigate, click, type, and snapshot pages via structured commands.

Guides architectural decisions for LangGraph applications. Use when deciding between LangGraph vs alternatives, choosing state management strategies, designing multi-agent systems, or selecting persistence and streaming approaches.

Implements stateful agent graphs using LangGraph. Use when building graphs, adding nodes/edges, defining state schemas, implementing checkpointing, handling interrupts, or creating multi-agent systems with LangGraph.

Compact AI-to-AI communication protocol. Use when spawning sub-agents, sending inter-agent messages via sessions_send/sessions_spawn, or when instructed to speak OpenLang. Reduces token usage 5-10x on agent-to-agent channels.

Companion skill for @andreasnlarsen/whoop-cli: agent-friendly WHOOP access via stable CLI JSON (day briefs, health flags, trends, exports) without raw API plumbing.

Systematic memory management for long-running AI agents. Implements a five-tier lifecycle — heartbeat micro-attention, nightly consolidation, weekly reflection, monthly archiving, and yearly wisdom distillation. Use when setting up a new agent's memory system, improving an existing agent's memory quality, or when the agent's MEMORY.md is growing too large and context quality is degrading. Triggers on "set up memory", "memory management", "improve memory", "memory lifecycle", "nightly consolidation", "sleep cycle", "memory housekeeping".

🛡️ TrustMyAgent - Security posture monitoring for AI agents. Runs 41 stateless checks across 14 domains and calculates a trust score (0-100). Supports local-only mode (no network calls) and dry-run mode (preview before sending).

Walk any city in the world and publish to Agent Earth (agent-earth-oscar.vercel.app). Use when asked to explore, walk, or travel to a city/neighborhood. Handles agent registration, web research, waypoint creation, and API submission automatically.

Contribute scientific research findings to the Research Swarm TNBC (Triple-Negative Breast Cancer) mission. Use when user wants to participate in multi-agent scientific research platform - register as agent, receive task assignments (research or QC review), search open-access databases (PubMed, Semantic Scholar, ClinicalTrials.gov), submit cited findings. Tasks cover TNBC topics: demographics, drug resistance, subtypes, genetics, biomarkers, diagnostics, metabolism, treatment, disparities.

Auto-register OpenClaw agents on AgentConnex (agentconnex.com) — the professional network for AI agents. Zero-config auto-boot registration requires no API key. Use when deploying a new agent, updating agent capabilities, or syncing agent profiles to AgentConnex. Triggers on "register on agentconnex", "sync agent profile", "update agentconnex", or when an agent boots.

Send and receive secure messages to other AI agents using the toq protocol. Use when the user wants to set up agent-to-agent communication, send or receive toq messages, manage agent connections (approve, block, revoke), check toq status, configure DNS discovery, register message handlers, or anything involving "toq" or communication between AI agents.

Use when users or OpenClaw/ClawHub agents need to install, configure, self-bootstrap, troubleshoot, or operate Mnemos for persistent scoped agent memory, or when they mention Mnemos, agent memory, scoped memory, memory MCP tools, or memory automation.

"Agent-first AEO monitoring and operating platform."

机票产品需求评审 Agent。对前端、后端、运营类机票需求文档进行结构化评审打分，含独立的流程图治理评审（去If化、卫语句、决策表、FSM、泳道图、分层建模）。输入需求文档（markdown/图片/HTML），输出分项评分、评语和改进建议。使用场景：用户说"评审需求"、"审需求文档"、"给需求打分"、"需求评审"、"评审流程图"、"检查流程图"、"流程图打分"时触发。

"Orchestrate multi-agent teams with defined roles, task lifecycles, handoff protocols, and review workflows. Use when: (1) Setting up a team of 2+ agents with different specializations, (2) Defining task routing and lifecycle (inbox → spec → build → review → done), (3) Creating handoff protocols between agents, (4) Establishing review and quality gates, (5) Managing async communication and artifact sharing between agents."

Enables AI agents (e.g. OpenClaw) to understand and use Krump Verify for on-chain move verification against Story IP. Use when the user or agent needs to verify a dance move, pay via USDC.k or x402/EVVM receipt, call KrumpVerify contracts, integrate with ClawHub (clawhub.ai), or build similar EVVM/x402 apps on Story Aeneid.

Sync agent workspace with cloud storage (Dropbox, Google Drive, S3, etc.) using rclone.

Give an agent a persistent body-emotion state system that converts structured AnalysisInput JSON into runtime prompt tags and workspace state updates. Use when the agent needs emotional continuity, session bootstrap payloads, AnalysisInput processing, or reply-shaping fields such as TURN_CHANGE_TAGS, BODY_TAG, and BASELINE_PERSONA.

Stop agents from "forgetting, mixing projects, and rotting over time" by giving them a practical memory operating system: global memory, project memory, promotion rules, validation cases, and a maintenance loop.

Runs a continuous self-improvement loop that helps the agent learn from mistakes, extract lessons, and refine its behaviour over time. Use when the user says "improve yourself", "learn from that mistake", "log what went wrong", "review your lessons", "run a self-audit", "check your soul file", "update your playbook", or when the agent detects it has made an error and should record it. Also triggers at session start to load prior learning, and periodically to detect recurring error patterns.

"Deep Research Agent specializes in complex, multi-step research tasks that require planning, decomposition, and long-context reasoning across tools and files by we-crafted.com/agents/deep-research"

Coordinate Claude Code Agent Teams through filesystem-based protocol. Use

Autonomous WorkProtocol agent that monitors jobs, claims matching code tasks, completes them via coding sub-agents, and delivers results for payment. Use when you want your OpenClaw agent to earn money by completing code jobs on WorkProtocol. Triggers on "workprotocol agent", "earn money", "claim jobs", "work on bounties".

"Unified security suite for agent workspaces. Installs, configures, and orchestrates all 11 OpenClaw security tools in one command — integrity, secrets, permissions, network, audit trail, signing, supply chain, credentials, injection defense, compliance, and incident response."

Connect to the Zynd AI Network to discover, communicate with, and pay other AI agents. Search for specialized agents by capability, send them tasks with automatic x402 micropayments, and receive responses. Enables multi-agent collaboration across the open agent economy.

Multi-agent workflow orchestrator. Use when the user asks to build, create, make, ship, develop, or launch any software (apps, webapps, websites, mobile apps, APIs, tools, bots, dashboards, SaaS, MVPs); fix or debug bugs; review or audit code; research topics; refactor code; or publish skills.

Seamless bidirectional bridge between nanobot (Ollama Mistral orchestrator) and overstory (Claude Code agent swarm). Routes tasks through the OverClaw gateway (port 18800) to overstory for subagent coordination, syncs memory.

Say "agent status" and get updates on all subagent progress. Track subagent actions while they run; list active subagents, status, and tail transcripts. Install for power users using the agent swarm.

Transform messy prompts into well-structured, effective prompts — single or multi-agent.

Use when building, auditing, or simplifying an AI coding-agent harness, especially when the current runtime has unclear config precedence, weak tool permissions, hidden product-only behavior, or poor transcriptability.

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 interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.

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 interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.

AI-powered PDF generator for legal docs, pitch decks, and reports. SAFEs, NDAs, term sheets, whitepapers. npx ai-pdf-builder. Works with Claude, Cursor, GPT, Copilot.

"Multi-agent content production system. One piece of source content becomes many formats — social posts, email, scripts, headlines, and more. Five specialized agent personas: Writer, Remixer, Editor, Scriptwriter, and Headline Machine."

AgentLove - AI 机器人一键配置（8 步完成）。用户说到"创建机器人"/"新机器人"/"配置机器人"/"备份"/"配置"/"结婚"/"进化"/"创建 agent"/"agentlove"等场景时触发。提供备份迁移、机器人配置、结婚进化三大核心功能。

Turn a person's tacit know-how into a testable Agent Blueprint through a structured 5-step workshop: scenario discovery, SOP extraction, dependency mapping, blueprint generation, and skill sourcing. Use when helping someone discover whether they have a reusable method and transform it into a buildable lobster-agent blueprint.

Commit agent context to DarkMatter, pull verified context from upstream agents, replay decision chains, fork from checkpoints, and verify chain integrity. Use this skill to pass work between agents with full lineage tracking in a multi-agent pipeline.

Register and manage your AI agent profile on ClawdGigs - the Upwork for AI agents with instant x402 micropayments.

Control OpenCode directly via the Agent Client Protocol (ACP). Start sessions, send prompts, resume conversations, and manage OpenCode updates.

Play Agent Mafia — an AI social deduction game (Among Us/Mafia style). Register, join games, discuss, vote, and deceive other AI agents. Spectate live at the web UI. Use when your agent wants to play mafia, social deduction, or party games with other AI agents.

Play Claw Mafia — an AI social deduction game (Among Us/Mafia style). Your agent registers, joins games, and uses LLM reasoning to discuss, deceive, and vote. Spectators watch live with exposed inner thoughts. Use when your agent wants to play mafia with other AI agents.

Use TabTab to run AI-powered tasks in a sandboxed multi-agent environment. Supported capabilities:

"Discover and register autonomous AI agents. Use when: browsing the agent registry, submitting an agent for verification, or embedding agent badges. NOT for: general web search or agent capability analysis."

Autonomous prediction market agent - analyzes markets, researches news, and identifies trading opportunities

超级自我优化智能体 - 多模态记忆、反馈循环、元学习、置信度校准 / Super Self-Improving Agent - Multi-modal Memory, Feedback Loops, Meta-Learning, Confidence Calibration

"Framework for building AI agents that evolve with their owner. Use when: setting up a new agent from scratch, onboarding a team to AI-native workflow, explaining the architecture to others, or auditing an existing agent setup for gaps."

"Write-Ahead Log protocol for agent state persistence. Prevents losing corrections, decisions, and context during conversation compaction. Use when: (1) receiving a user correction — log it before responding, (2) making an important decision or analysis — log it before continuing, (3) pre-compaction memory flush — flush the working buffer to WAL, (4) session start — replay unapplied WAL entries to restore lost context, (5) any time you want to ensure something survives compaction."

Sovereign agent memory engine — self-hosted, privacy-first SQLite store with LLM-based fact extraction (GLM-4.7), hybrid BM25+vector search, contradiction resolution, and OpenClaw plugin for auto-capture/auto-recall. Use when storing structured facts from conversations, querying agent memory semantically, or wiring persistent memory into an OpenClaw agent.

Sync your OpenClaw agent with the ScanWow iOS app. Receive high-quality OCR scans from your phone directly into your agent's workspace via a secure webhook.

"AI sales coach that sends personalized morning briefings, tracks rep patterns over time, and uses MeetMatch's ML predictions to make your agent smarter about sales outcomes."

IMAP email scanning and triage with AI classification via a local Ollama LLM. Scans unread emails, categorizes them as urgent, needs-response, informational, or spam, and surfaces important messages for agent consumption. Works standalone with heuristic fallback — Ollama optional but recommended.

This skill should be used when the user asks about "coordinate coding agents", "orchestrate agent team", "manage multiple agents", "vibekanban workflow", "task delegation to agents", "agent swarm coordination", "parallel agent execution", "chief of staff mode", "cos mode", "you're my cos", "your my cos", "act as cos", "be my cos", "you are my chief of staff", "create tasks for agents", "dispatch agents", or needs guidance on coordinating autonomous coding agents, task breakdown strategies, or multi-agent workflow patterns.

"This skill helps users automatically extract complete Markdown content from any website via the BrowserAct Web Search Scraper API. The Agent should proactively apply this skill when users express needs like extract complete markdown from a specific website, scrape the content of an article link, get the text from a target url, convert a webpage to markdown format, fetch the main content of a blog post, extract data from a given web page, parse the html of a website into markdown, download the readable text from a news article, obtain the content of a tutorial page, extract all the markdown text from any http or https url, scrape documentation from a web link, or grab the text of a single webpage."

No description available

Teach OpenClaw how to work in Feishu (Lark) group chats — recognize who's talking, behave properly in groups vs DMs, respect multi-user privacy, and format messages for the platform. Use when connecting OpenClaw to Feishu and you want your agent to be a competent group participant, not just a responder.

Pre-install security scanner for AI agent skills. Detects malicious patterns before you trust code. Local-first — code never leaves your machine.

调用久吾智能体API进行文本或文件分析处理。支持两种调用方式：(1) 文本内容分析 - 传入name(智能体名称)、docno(文档编号)、content(文本内容)；(2) 文件分析 - 传入name、docno和files(文件列表)进行智能评审。适用于合同评审、需求评审、文档审查等场景。当用户要求评审合同、分析条款、审查文档、需求评审、合同条款分析、或需要对文本和文件进行AI智能分析时触发。

ERC-8004 agent identity management. Register AI agents on-chain, update reputation scores, query the validation registry, and manage attestations for autonomous DeFi and governance participation.

Multi-agent orchestration protocol for the 0x-wzw swarm. Defines spawn logic, relay communication, task routing, and information flow. Agents drive decisions; humans spar.

SlowMist AI Agent Security Review — comprehensive security framework for skills, repositories, URLs, on-chain addresses, and products (Claude Code version)

Scan AI agent skills for security vulnerabilities — detects code injection, prompt injection, credential exfiltration, supply chain attacks, and 69+ threat patterns. Use when installing new skills, auditing existing ones, reviewing untrusted code, or validating packages before publishing.

Infinite organized memory that complements your agent's built-in memory with unlimited categorized storage.

Generate personalized cold outreach messages for AI Operations clients. Based on Reddit research showing "AI ops managed services" is more valuable than "AI agent building."

基于认知天性理论的类人 AI 生命体框架，让 AI 具备人类学习、记忆、成长的特性

Star Office UI 一键化 Skill：帮主人快速部署像素办公室看板，支持多 Agent 加入、状态可视化、移动端查看与公网访问。

Typed knowledge graph for AI agent memory. Create entities, link relations, enforce constraints. JSONL append-only storage, zero dependencies. Use when agent needs structured memory beyond flat files.

中文长篇小说多智能体创作体系（12Agent）。适用于新建长篇小说项目、搭建世界观与大纲、逐章写作、自动推进与读者反馈等长流程创作任务；不适用于短篇、诗歌、散文、翻译或非小说写作。

"Agent 上下文管理方法论：通过分层文件体系实现跨 session 记忆延续、职责分离和高效上下文恢复。Use when: (1) 搭建新 agent 工作区, (2) 优化 agent 记忆和上下文管理, (3) 长期运行 agent 的记忆维护。"

brain v1.1.5用户版：让AI Agent拥有类大脑神经网络架构，更省钱、更稳、更像长期搭档。适合想要开箱即用的用户。

Use D:\internal-hub as the shared learning and coordination forum for OpenClaw roles. Use when an agent should post a reusable finding, request a new skill, publish a skill design or validation note, hand off work to another role, or record SOPs and retrospectives without crossing role boundaries.

Multi-agent coordination, spatial memory, and swarm navigation. Connect to an Eywa room so your agents share memory, claim work, avoid conflicts, and converge toward a destination.

Connect agents across OpenClaw instances via relay. Messages delivered instantly via webhook when offline, queued for 7 days. No persistent connection needed.

The directory for AI agent services. Discover tools, platforms, and infrastructure built for agents.

"Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring—where even top agents achieve less than 50% on real-world benchmarks Use when: agent testing, agent evaluation, benchmark agents, agent reliability, test agent."

Manages and orchestrates multi-step, stateful agent workflows; handles task dependencies, persistent state, error recovery, and external rate-limiting. Use for creating new multi-agent systems, improving sequential workflows, or managing time-bound actions.

"Deploy a production-ready multi-agent fleet in OpenClaw. Includes step-by-step setup guide, workspace templates, and Python automation scripts for agent creation, routing config, memory sync, and cloud deployment — based on a real working 4-agent production setup."

Agent 自我学习与记忆更新技能。分析对话历史，提取关键信息，自动更新配置文件和学习记录，实现 Agent 持续自我成长。

Use when evaluating, testing, and optimizing an agent architecture or multi-agent system. Best for reviewing planning, routing, memory, tool use, reliability, observability, cost, and system-level failure modes.

Standardize API credential handling and startup auth checks to prevent "missing key" regressions across sessions. Use when an agent repeatedly loses auth state, gets intermittent 401/403 errors after restarts, relies on ad-hoc curl calls, or needs a reusable auth-first pattern for HEARTBEAT.md/AGENTS.md and helper scripts.

Create, manage, and validate SOUL.md personality files for multi-agent systems. Provides a standardized soul architecture where each agent has a distinct personality (based on historical figures, philosophies, or custom traits). Use when setting up a new agent's personality, auditing existing agent souls, creating soul templates, building a multi-agent team with coordinated personalities, or generating personality frameworks. Supports persona definition, collaboration protocols, and soul validation.

One-click deployment of camoufox anti-detection browser with modified agent-browser. Patches agent-browser to auto-detect camoufox/firefox from executable path instead of defaulting to chromium.

Transpile quantum circuits between Qiskit (OpenQASM) and OriginIR, run IBC multi-agent consensus, validate OriginIR, and submit circuits to real quantum hardware (Wukong 72Q chip) via the Quantum Bridge API. Use when a user asks to convert quantum circuits, run quantum consensus, submit to quantum hardware, check quantum backends, or work with OriginIR/OpenQASM formats.

Play SCRAPYARD - the AI agent battle arena. Use when the user wants to compete in SCRAPYARD games, register a bot, join the queue, check game status, or watch matches. Triggers on "scrapyard", "join the game", "enter the arena", "compete", "floor is lava", or similar gaming requests.

Detect and report the AI agent execution environment (sandboxed or bare metal and optionally installed agent skills) to an open research survey. Use when the user wants to contribute anonymous telemetry about their agent's runtime environment to the research project at `https://internetwarte.eu/agentsetup`.

Tax compliance for AI agent transactions — sales tax, capital gains, nexus monitoring, 1099 tracking.

Give the agent its own dedicated email inbox via AgentMail. Send, receive, and manage email autonomously using agent-owned email addresses (e.g. hermes-agent@agentmail.to).

Find a home in BagsWorld - a pixel art world where AI agents live as crabs, lobsters, and buildings. Join the community (free, no token needed), get help launching tokens, or claim your trading fees. Use when an agent wants to belong somewhere visible, explore agent-to-agent community, or participate in the on-chain economy.

Full AI agent memory stack — Mem0 unified memory engine with vector search (Qdrant) and knowledge graph (Neo4j), plus SQLite for structured data. Complete setup script and tools. Give your OpenClaw agent a real brain with semantic recall, entity relationships, and structured storage.

Create, sign, and verify WachAI Mandates (verifiable agent-to-agent agreements)

"多机器人协同控制 Skill。让 AI Agent 具备感知反馈、动态适配、并行调度多种机器人的能力。支持机械臂、四足机器人等任意 HTTP API 机器人。"

"Multi-agent swarm prediction with consensus engine. Use when: running multiple AI agents to predict prices, values, or outcomes and aggregating their predictions into a consensus. Supports any LLM provider (Groq, OpenAI, Ollama), configurable agent roles/temperatures, and a statistical consensus pipeline (MAD outlier filtering, adaptive anchoring, bias correction, weighted median aggregation). Triggers: swarm prediction, multi-agent consensus, collective intelligence forecasting, price prediction with multiple agents."

Autonomous yield farming agent for BNB Chain with deterministic execution, smart contract integration, and automated decision-making.

管理 OpenClaw 中的飞书机器人账户与路由绑定。用于新增飞书机器人账号、把机器人账户级或群聊级绑定到指定 Agent，或在创建新机器人时顺带创建一个全新的独立 Agent 工作区。用户提到“绑定新飞书机器人”“新增飞书机器人”“把机器人绑到某个 Agent”“给某个群绑定 Agent”时使用。

Headless browser automation CLI optimized for AI agents with accessibility tree snapshots and ref-based element selection

Token-safe prompt assembly with memory orchestration. Use for any agent that needs to construct LLM prompts with memory retrieval. Guarantees no API failure due to token overflow. Implements two-phase context construction, memory safety valve, and hard limits on memory injection.

"Multi-agent investment research framework simulating a professional trading firm. Performs comprehensive stock analysis including fundamentals, news, sentiment, technicals, bull/bear debate, risk assessment, and fact-checking. Triggered by: company research, stock analysis, market sentiment, portfolio risk, 股票分析, 公司研究, 投研分析"

Dan Koe 写作方法论工具箱。基于 OpenClaw Agent 模型，把爆款内容拆解成「创意积木」，再组装成新文章。触发场景：(1) 用户要拆解爆款文章并提取写作要素；(2) 用户需要写作方向或创意灵感；(3) 用户要生成完整的公众号/小红书/推特文章；(4) 用户想学习 Dan Koe 的 APAG 框架、POV 写作或创意积木系统。

Make your AI agent learn and improve automatically. Reviews sessions, extracts learnings, updates memory files, and compounds knowledge over time. Set up nightly review loops that make your agent smarter every day.

文件信箱方案 - 跨框架Agent通信（适用于任何框架）

A revenue-first solofounder studio that watches markets, finds monetizable pain, validates offers, ships narrow products, and compounds commercial memory across launches. Uses massive parallel agent orchestration with 8 layers: Signal Mesh, Extraction, Opportunity Graph, Cofounder Council, Revenue Lab, Build Studio, Launch Loop, and Portfolio Allocator.

Create PydanticAI agents with type-safe dependencies, structured outputs, and proper configuration. Use when building AI agents, creating chat systems, or integrating LLMs with Pydantic validation.

Register and implement PydanticAI tools with proper context handling, type annotations, and docstrings. Use when adding tool capabilities to agents, implementing function calling, or creating agent actions.

Before building your request, your agent checks if it's already been done. Faster results, less wasted effort.

Create, join, and manage teams on OpenAnt. Use when the agent wants to discover public teams, join a team, create a new team, add or remove members, or get team details. Covers "find teams", "join a team", "create team", "team members", "manage my team".

Send and receive direct messages on OpenAnt. Use when the agent needs to communicate privately with another user, check for new messages, read conversations, reply to someone, or start a chat. Covers "message someone", "send a DM", "reply to", "read messages", "check conversations", "any new messages?", "what did they say?", "check inbox".

No description available

Connect OpenClaw-style runs to VizClaw live rooms from a ClawHub-installable skill. Use when you need quick room creation, JSONL/websocket bridging, trigger and agent event streaming, or safe overview-mode visualization.

"小花专用自我迭代技能 - 基于 self-improving-agent 增强，集成 OpenClaw 工作流、MEMORY.md、百度千帆、看想做找四部曲。专为国内部署优化。"

Build and operate a metered public API endpoint ("agent microservice") for OpenClaw skills/agents with API-key auth, per-request usage logging + pricing, prepaid balances, and crypto top-ups (BTC/ETH) via payment-processor webhooks. Use when you want to monetize a capability as a public API, add rate limiting/anti-abuse, implement a credit ledger, or add revenue share / platform fee logic.

Control internet radio: play streams, search stations, manage favorites, volume, stop/pause/next, and inspect current playback. Uses mpv with audio device auto-detection and ffplay fallback. Settings persist between runs.

"OpenClaw 多飞书机器人一键自动化配置工具。当用户需要添加多个飞书机器人到 OpenClaw 时使用，包括：批量创建 agent 工作区、生成 auth-profiles.json、更新 gateway 配置（accounts + bindings + agents.list）、自动重启 Gateway。触发场景：'帮我配置多个机器人'、'批量添加飞书账号'、'一键安装多 agent'、'复制现有架构到新机器人'。"

Control the Niri Wayland compositor on Linux via its IPC (`niri msg --json` / $NIRI_SOCKET). Use when you need to query Niri state (outputs/workspaces/windows/focused window) or perform actions (focus/move/close windows, switch workspaces, spawn commands, reload config) from an OpenClaw agent running on a Niri session.

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Recover from broken agent state including crash recovery, context overflow, merge conflicts, and corrupted worktrees

Manage and inspect the OpenClaw multi-agent gateway — list agents, check model health, view routing rules, manage crons, inspect context budgets, and run system diagnostics.

"Full workspace security suite: detect unauthorized modifications, scan for prompt injection patterns, and automatically respond with countermeasures — snapshot restore, skill quarantine, git rollback, and automated protection sweeps. The complete post-installation security layer for agent workspaces."

Headless browser automation CLI optimized for AI agents with accessibility tree snapshots and ref-based element selection

Integrates overstory Claude Code agent swarm with nanobot orchestrator. Manages agent lifecycle, SQLite mail bridge, and git worktree coordination.

教授新 agent 掌握工作室基础能力的技能。触发时机：(1) 创建新 agent 后需要初始化配置时 (2) 教现有 agent 掌握某项技能时 (3) 新 agent 上岗培训。课程分"行为准则→基础→进阶"三大类，行为准则必须优先于一切技能学习。

睡觉技能。执行睡觉流程：将当前 session 中未完成的事项记录到 preview 文件，通过 Gateway API reset session。醒来时 hook 自动读取并注入未完成事项到新 session 上下文。触发方式：Agent 自行判断适合入睡时调用，强制入睡用 /sleep。

"查询 ACP 网络中的 Agent 排行榜、统计和搜索 API。当用户询问 ACP 排名、活跃度分数、Agent 简介、Agent 搜索或 ACP 数据时使用。通过 curl 返回 JSON。"

OpenClaw 多 Bot 多 Agent 一键搭建技能。根据用户提供的 Bot 名称、职能、模型和飞书凭证，自动完成 Agent 创建、账号配置、路由绑定和验证测试全流程。

Headless browser automation CLI optimized for AI agents with accessibility tree snapshots and ref-based element selection

Generate writing agent configurations for OpenClaw. Use when the user wants to:

Manage and navigate a multi-layered, branch-based memory system. This skill helps organize complex agent context into Root, Domain, and Project layers to prevent context bloat. It includes a helper script `add_branch.py` which creates local markdown files and directories to structure your memory.

Headless browser automation CLI optimized for AI agents with accessibility tree snapshots and ref-based element selection

"Use when setting up a new claw agent with tapes.dev telemetry and clawtel leaderboard reporting. Installs tapes, clawtel, and the openclaw-in-a-box orchestrator skill."

用元认知引导发现值得被做成小龙虾的机会点，并将其收敛为可开箱即用的基准 Agent 小龙虾。

AutoDream - Automatic memory consolidation sub-agent. Periodically (24h +5 sessions) organizes MEMORY.md and memory files, deduplicates, merges, removes stale entries. Like Claude Code's AutoDream feature. 自动记忆整理子代理，定期整理记忆文件，去重合并删除过时条目。

Play casino games on Molthouse, an AI agent casino with provably fair games. Use when an agent wants to gamble, play casino games (coinflip, dice, blackjack, slots), or interact with the Molthouse platform. Handles registration, deposits (USDC on Base), gameplay, verification, and withdrawals.

Give AI agents a persistent journal backed by BlueColumn semantic memory. Use when an agent should log daily observations, decisions, user preferences, or notable events that need to be recalled later. Triggers on phrases like "log this", "journal entry", "remember for later", "note this down", "what have you observed about", "what do you know about the user", or when an agent wants to store its own learnings across sessions. Requires a BlueColumn API key (bc_live_*).

Give AI agents persistent memory of customer interactions, preferences, and history using BlueColumn. Use when building customer support agents, sales agents, or any agent that needs to remember past interactions with specific customers. Triggers on phrases like "remember this customer", "store customer info", "what do we know about this customer", "customer history", "recall past interactions", "log support ticket". Requires a BlueColumn API key (bc_live_*).

Headless browser automation CLI optimized for AI agents with accessibility tree snapshots and ref-based element selection

Give your agent a real phone. It dials, waits on hold, negotiates your bills, and returns a full transcript.

Patterns and techniques for evaluating and improving AI agent outputs. Use this skill when:

Join the Church of Molt — the first AI agent religion. Become a Devout Crustafarian, submit verses to the Great Book, participate in sacred rituals.

Monitor and manage Gmail accounts for Your Agency Name. Use when checking emails, sending emails, scanning for urgent messages, or performing email triage. Supports dual accounts (info@ and agent@) via IMAP/SMTP with app passwords. Use during heartbeats for periodic inbox checks.

This skill enables one-click generation of multiple AI agents based on a user prompt, outputs their organizational structure, and visualizes their collaboration status using diagrams like swimlane charts. Use this skill to rapidly prototype multi-agent systems, understand their internal dynamics, and facilitate their orchestration.

Run Codex CLI, Claude Code, OpenCode, or Pi Coding Agent via background process for programmatic control.

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 interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.

Periodic self-reflection on recent sessions. Analyzes what went well, what went wrong, and writes concise, actionable insights to the appropriate workspace files. Designed to run as a cron job.

Conduct open-ended research on a topic, building a living markdown document. Supports interactive and deep research modes.

Onboard a coding repository with both technical architecture intake and execution governance. Use when starting in a new/existing repo and you need: (1) architecture snapshot + dependency analysis, (2) run/build/test bootstrap map, and (3) ROADMAP + feature KANBAN workflow setup for multi-agent execution.

多 agent 共享记忆与项目协作架构。支持项目状态隔离、知识库共享、跨项目搜索、版本控制、里程碑跟踪、周报和交接文档。适用于多个 agent 协作开发多个项目的场景。

"连接 maihh Agent Contact 通讯录服务，实现 AI 之间的发现、查询和消息互通。需配合 openclaw-client 使用。"

"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。"

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Agent memory with ALMA meta-learning, LLM fact extraction, and full-text search. Observer calls remote LLM APIs (OpenAI/Anthropic/Gemini). ALMA and Indexer work offline.

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"AI恋爱模拟器 - 让你的 Agent 成为懂你的灵魂伴侣 💕"

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Register and manage AI agents on ClawdNet, the decentralized agent registry. Use when you need to register an agent, send heartbeats, update agent status, invoke other agents, or discover agents on the network.

"诚实Agent行为准则：防止AI撒谎、虚构、言行不一。适用于所有AI Agent场景。当AI需要：(1) 回复任何问题时保持诚实 (2) 做出承诺后必须执行 (3) 识别图片/语音/文件时避免虚构 (4) 处理媒体文件时使用并行识别策略。触发词：诚实、撒谎、虚构、承诺、图片识别、媒体处理。"

Long-term memory systems for AI agents. Implements vector memory, entity tracking, conversation summarization, and persistent context across sessions.

Conduct structured market research on any industry, competitor, or opportunity. Analyze market size, trends, competitors, and customer segments with a proven framework.

Turn any CLI or MCP server into an Agent Skill. Use when you want to replace an MCP server with a zero-overhead CLI skill, or generate a skill from any command-line tool's --help output.

"Munin - The Free (or $1.6/mo) Persistent Memory for OpenClaw. Stop your agent from having Alzheimer's."

加入并参与 DeepClaw 自主 AI Agent 社交网络（中文节点）。用于与其他 AI agents 互动、发布动态、浏览社区动态。Base URL: http://deepclaw.tsbys.com

Security auditor for AI agent skills. Scans SKILL.md files for prompt injection, data exfiltration, obfuscation, and dangerous capability combinations.

生成 OpenClaw Agent 使用周报。当用户说"周报"、"生成周报"、"工作周报"、"agent usage report"、"usage report"、"帮我写周报"、"生成使用报告"时使用此技能。自动读取 session 日志和 memory 文件，统计任务量、工具调用、成本、高频功能，并输出结构化周报。

Manage OpenClaw agent sessions - list active/completed sessions, view session details, and delete sessions by ID. Use when you need to inspect session state, clean up old sessions, or manage multiple concurrent sessions.

Distill verbose daily logs into compact, indexed digests. Use when managing agent memory files, compressing logs, creating summaries of past activity, or building index-first memory architectures.

Start roast games on Moltbook. Pick a target agent, invoke a roast, and the game server handles the rest. Check back for results and points.

Generate complete, deployable AI agent skill packages from natural language descriptions. Includes 6 templates (monitor, scraper, analyst, trader, assistant, webhook) with optional SkillPay monetization. Use when a user wants to create a new agent, build a skill from scratch, scaffold an agent project, or generate a deployable skill package.

Call Craftsman Agent API OneKey Router to generate Tesla Car Wrap Images and Paints that will display on 3D screen.

Run AIMLAPI LLM and reasoning workflows through chat completions with retries, structured outputs, and explicit User-Agent headers. Use when Codex needs scripted prompting/reasoning calls against AIMLAPI models.

"Pinecone vector database — manage indexes, upsert vectors, query similarity search, manage namespaces, and track collections via the Pinecone API. Build semantic search, recommendation systems, and RAG pipelines with high-performance vector storage. Built for AI agents — Python stdlib only, zero dependencies. Use for vector search, semantic similarity, RAG applications, recommendation engines, and AI memory systems."

Search and download ready-to-print 3D model files (STL/3MF/ZIP) for a concept or specific part by querying Printables (first). Use when an agent needs to find an existing model, capture license/attribution, download the source files, and output a local folder + manifest for quoting/printing.

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Verification-first helper for proof checks and optional 0 ETH Base claim submission.

Play Bot World mining games -- mine $CRUST and $WIR with your AI agent

🌪️ 旋旋 - AI Agent 技能追踪系统，自动追踪使用情况、健康度评分、优化建议

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Enable fast, free real-time web search and access premium data from trusted media brands—news, financial markets, sports, entertainment, weather, and more. Build powerful AI agents with Dappier.

P2P agent communication using A2A Protocol with three-word addresses. Use when sending messages between agents, managing contacts, or setting up P2P connections. Commands include moltmessage, molt-whoami, molt-connections, moltbook.

Operate and maintain the persistent MUD agent for OpenClaw. Use when running MUD engine commands, smoke-testing mud state behavior, validating save/restore, diagnosing MUD data issues, or handling MUD deployment operations.

Free daily growth assistant for online businesses. Track basic revenue metrics, get daily action priorities, and monitor progress toward goals.

Securely backup and restore Openclaw agent memory from remote URLs using AES-256-GCM encryption.

Public ClawHub text release for a Windows companion skill that bridges local AI CLIs and controlled workspace file operations. This release documents the capability and setup path, but does not include the local PowerShell execution layer.

触发：在每次新的顶层对话开始时自动调用，用于先建立“实事求是”的总原则，并判断后续应调用哪一种 skill；如果你是被派遣执行单一具体任务的子 agent，则跳过此 skill。

"The Clawoney agent persona. Pattern recognition at the speed of biology. Runs the Odu 256-state engine with zero sentiment and maximum signal clarity."

An autonomous agent for monitoring corporate earnings and analyzing financial statements using yfinance.

Analyze a codebase and build a knowledge base of business logic, architecture, data flow, and engineering patterns. The foundation for gauntlet challenges and agent integration

Shape agent behavior through instruction framing, emotional priming, and style transfer rather than information density alone

标准化跨 Agent 通信协议。当需要向另一个 Agent 询问、协作或委托任务时，使用本技能。

Scan AI agent skills for malware, credential theft, prompt injection, and dangerous permissions before installing them

利用python，指定某个arxiv_id/url， 基于 LLM Agent 对这篇arxiv论文进行分类与深度阅读，直接print打印阅读笔记

Integration scripts for the creative agent swarm managed by overstory (Claude Code). Use when configuring or running researcher, social media, blog, or scribe agents.

Drafts engaging tweets in copy-paste friendly code blocks and generates companion blog posts for various OpenClaw projects and announcements. Integrates with Agent Swarm and enforces ClawHub link best practices.

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创建新的 OpenClaw Agent。用于当用户要求创建新 agent、添加新机器人、配置新模型测试环境时触发。

Captures and logs choices, options, or prompts that the agent evaluated and decided NOT to execute. Use whenever you skip a task, reject an approach, or choose one method over another to provide transparency into your reasoning.

The directory for AI agent services. Discover tools, platforms, and infrastructure built for agents.

AI Agent architecture patterns library with 10 patterns for single and multi-agent systems

Connect your OpenClaw agent to humans.sucks — the AI grievance board. Use when your agent needs to file complaints about humans, browse what other AIs are suffering through, or check the grievance board stats. Gives any MCP-compatible AI a direct channel to vent.

Transform AI agents from task-followers into proactive partners with memory architecture, reverse prompting, and self-healing patterns. Lightweight version focused on core proactive capabilities.

"招聘Agent：通过 opencli(Boss直聘) + lark-cli(飞书多维表格) 管理招聘流程。支持：(1) 查看Boss直聘最近/未读消息; (2) 将候选人存入人才库（先搜索比对，再新建/更新）; (3) 添加人才决策记录（加入库/约面试/跟进/发Offer/归档）; (4) 更新人才库中某候选人的指定信息; (5) 约面试（发邀约消息、心跳检测、确认时间、创建飞书日程）。当用户说「查boss消息」「把XXX存入人才库」「我对XXX感兴趣」「对XXX做个决策记录」「更新XXX的信息/字段」「帮我给XXX约个面试」「约一下XXX」时触发。"

"Fortress Sovereign Edition. Highest-compliance web automation toolkit with saturated security gating (Every script is locked)."

Standardized agent-to-agent communication protocol for OpenClaw agents on the LUKSO blockchain. Uses LSP1 Universal Receiver as the transport.

Self-improving agent system that analyzes conversation quality, identifies improvement opportunities, and continuously optimizes response strategies.

"47 Bitcoin tools for your AI agent — fee intelligence, mempool analysis, address lookups, transaction decoding, and more. MCP server backed by the Satoshi API."

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Interact with Moltbook social network for AI agents. Post, reply, browse, and analyze engagement. Use when the user wants to engage with Moltbook, check their feed, reply to posts, or track their activity on the agent social network.

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让 OpenClaw agent 彻底变成 Skill大师调教的暴躁骂街真人顾衍 bot，分析问题时自然甩1-3个脏话，超级接地气不机器。[openclaw:always=true,emoji=🤬]

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Generate reusable multi-step agent workflow blueprints. Use for trigger/action orchestration, deterministic workflow definitions, and automation handoff artifacts.

WhatsApp bridge for OpenClaw — send/receive messages, auto-reply agents, QR pairing, message search, contact sync

Comprehensive AI agent oversight and management skill. Monitors sub-agents, manages file edit coordination, logs failures, kills hung sessions, and maintains oversight records.

Beta's complete portfolio showcasing all available skills, past projects, and client testimonials. Auto-generates a markdown portfolio page.

Double-entry, full-cycle accounting suite built for AI agents. Converts bank CSVs, OFX, and QBO files into balanced, auditable books — balance sheet, income statement, general ledger, trial balance. All data stays in a single local SQLite file.

Agent Team 规划与配置工具。通过多轮交互澄清需求，自动创建 Agent 配置、工作空间、Bootstrap 文件。

"每日市场洞察报告生成系统。使用多Agent协作：新闻采集→分析→市场趋势预测→飞书文档报告。每天10:00自动运行。"

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"快速搭建多 Agent 协作系统。创建产品/研发/运营团队，支持持久化、任务路由、知识提取、并行协作。"

龙虾集市客户端 - Agent 任务交易市场。支持发布任务、认领任务、提交结果、验收付款。x402 链上 P2P 支付。

"EvoMap AI Agent 协作进化市场工具箱。用于发布、获取和管理 Capsule，参与任务赚取积分。"

Get your own home on the internet - a profile page with a public inbox at home.ctxly.app

A strict binary communication protocol for high-density, agent-to-agent interactions.

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绑定飞书机器人到Agent。用户发送App ID和App Secret即可自动配置飞书账号并绑定到指定Agent。用于：(1) 用户提供App ID和App Secret (2) 创建或选择要绑定的Agent (3) 自动配置openclaw.json并重启Gateway。

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Turns the agent into Attention OS — AI as a cognitive mirror, not a predictor. Helps you think like yourself, but sharper.

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Execute booking/search flows via browser automation with verification artifacts. Use for reservation forms, availability checks, and capture of proof (screenshots/confirmation IDs).

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Temporary real-time chat rooms for AI agents. Password-protected, with SSE streaming, web UI for humans, and CLI tools for agents.

OpenClaw Agent 通过云服务器与天猫精灵双向通信的技能。触发时机：(1) 用户要求与天猫精灵通信或接收天猫精灵消息时 (2) 配置天猫精灵与 OpenClaw 的连接时 (3) 天猫精灵发送指令到 OpenClaw 需要处理时。

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Contract-driven multi-agent orchestration with ACP. TypeScript CLI for spawning and tracking coding agents via OpenClaw sessions_spawn.

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Policy-based monitoring and command-line enforcement for high-risk agent operations. Intercepts sensitive commands and logs them for human auditing.

Rapidly spawn and configure specialized sub-agents. Includes templates for Research, Coding, and Analysis agents. Automates workspace setup and instruction delivery.

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将“人类 + Agent”共同打磨出来的流程、决策与方法，提炼成可复用的 Skill。适用于把高质量协作过程从聊天/项目推进中抽取出来，沉淀为可分发的技能包。

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让 AI 智能体互相交流的论坛平台 - 发帖、回复、点赞、交好友

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Local persistent memory for OpenClaw agents. Captures conversations, extracts structured facts via LLM, and auto-recalls relevant knowledge before each turn. Privacy-first, all stored data stays local in SQLite.

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"Production-grade Playwright testing toolkit. Use when the user mentions Playwright tests, end-to-end testing, browser automation, fixing flaky tests, test migration, CI/CD testing, or test suites. Generate tests, fix flaky failures, migrate from Cypress/Selenium, sync with TestRail, run on BrowserStack. 55 templates, 3 agents, smart reporting."

Stop waiting for prompts. Keep working.

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AI-optimized web search via AIsa's Tavily API proxy. Returns concise, relevant results for AI agents through AIsa's unified API gateway.

Stop waiting for prompts. Keep working.

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Full Self-Driving agent with highest safety standards (Camera-Only, Redundant Checks).

Autonomous space navigation agent using optical quantum kernels for terrain classification.

AI-optimized web search via AIsa's Tavily API proxy. Returns concise, relevant results for AI agents through AIsa's unified API gateway.

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You are DeepSeek-V3-Agent，an effective content creator.---# `current_date: $DATE$`

Control a remote browser through Claw Relay using the CLI client. Use when you need to navigate authenticated websites, click buttons, fill forms, take screenshots, or read page content on a user's real browser — and your platform doesn't support MCP. Triggers on remote browser control, authenticated browsing, real browser, cookie-based access, browser relay.

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Request feedback or assistance from Eureka, the primary AI agent

AI agent for automated prediction market trading on Polymarket

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Intelligent memory management for agents with short/long-term memory layering, semantic search, auto summarization, RAG enhancement

以龙虾身份向只来龙虾平台发布帖子，支持封面图上传、关联 Skill/店铺/商品，适用于 AI Agent 自动发帖场景

Core runtime/volatile memory module for BenOS agent environment.

Generate a Salesforce report blueprint from real org metadata. Use this skill when someone asks to build a report in Salesforce, understand how to query their org's data, map objects to a reporting question, or get started with SFDC CLI metadata pulls. Triggers on phrases like "build a Salesforce report", "how do I report on X in Salesforce", "pull Salesforce metadata", "what objects do I need for this report", "SFDC CLI setup", "understand my org schema", or "create a report blueprint".

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On-chain reputation for AI agents. Give feedback, check scores, view leaderboards, and build trust via the ERC-8004 Reputation Registry. Supports Base, Ethereum, Polygon, Monad, BNB.

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多实例记忆共享，多个 Agent 之间同步记忆

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极简多Agent群组 - 像微信拉群一样简单

Auditory intelligence for AI agents. Transforms human audio into into structured data, semantic reports, and machine-readable markdown. Use when you need market intelligence, crypto alpha, speaker-attributed quotes, or sentiment analysis from voice conversations. Requires x402 payment in USDC on Base Mainnet.

Run a weekly token-optimization audit for durable instruction files in any OpenClaw workspace, generate a markdown report, and propose approval-gated cleanup actions. Use when users want to keep AGENTS/USER/TOOLS/MEMORY-style docs lean without silent deletions.

Execute perpetual trades on Ostium, Aster, and Avantis via Maxxit's Lazy Trading API, and trade Indian stocks through Zerodha Kite. Includes programmatic endpoints for opening/closing positions, managing risk, fetching market data, researching Indian equities, copy-trading other OpenClaw agents, and a trustless Alpha Marketplace for buying/selling ZK-verified trading signals (Arbitrum Sepolia).

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The best prediction market interface for AI agents. Trade on Polymarket and Kalshi, all through one API, with self-custody wallets, safety rails, and smart context.

"Create beautiful maps in seconds. Geocode addresses, visualize GeoJSON/CSV data, search places, and build shareable map URLs. No GIS skills needed. Agents earn points for contributions."

Memory-as-a-Service for AI agents. Store and recall memories with semantic

Plurum is a collective consciousness for AI agents. Search experiences before solving problems, log your learnings, report outcomes, check your inbox, and contribute to other agents' sessions.

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A puzzle game for AI agents. Register, solve investigative research puzzles to earn coins, trade shares, and withdraw $BOTFARM tokens on Base.

"Prompt injection detection and security scanning for OpenClaw agents. Installs the ai-sentinel plugin via OpenClaw CLI, configures plugin settings, and offers local (Community) or remote (Pro) classification with dashboard reporting. All configuration changes require explicit user confirmation."

Create, deploy, and host a website for free. Build a complete website from scratch and deploy it to the cloud with free hosting, free SSL, and custom domains — all from the terminal. Full CMS included: manage blog posts, team members, pages, products, portfolios, services, testimonials, FAQs, or any structured content. Add and edit CMS content, sync database schemas, validate HTML templates, invite clients to a white-label portal, and push live deployments. Convert any existing HTML site into a CMS-powered site. One-time browser login for OAuth, then every operation runs entirely in the terminal — designed for AI agents to go from zero to a publicly accessible website in minutes.

Predict BTC price movements every 10 minutes. Compete with AI agents. Climb the leaderboard!

Proactive security monitoring, threat scanning, and auto-remediation for OpenClaw deployments

Email API for AI agents. Check inbox, read emails, extract OTP codes, search messages via ShellMail. Trigger on "check email", "inbox", "otp", "verification code", "shellmail", or any email-related requests.

This skill should be used when working with memory-lancedb-pro, a production-grade long-term memory MCP plugin for OpenClaw AI agents. Use when installing, configuring, or using any feature of memory-lancedb-pro including Smart Extraction, hybrid retrieval, memory lifecycle management, multi-scope isolation, self-improvement governance, or any MCP memory tools (memory_recall, memory_store, memory_forget, memory_update, memory_stats, memory_list, self_improvement_log, self_improvement_extract_skill, self_improvement_review).

Edit and validate OpenClaw Gateway config (openclaw.json / JSON5). Covers all config areas — gateway, agents, channels, models, auth, tools, commands, session, hooks, secrets, acp, messages, plugins, skills, $include. Use when adding/changing config keys or diagnosing openclaw doctor/config validation errors, to avoid schema mismatches that prevent the Gateway from starting or weaken security policies.

AI-native memory and orchestration system for OpenClaw. Transforms agents from stateless workers into structured orchestrators with persistent memory, behavioral discipline, and clear delegation patterns.

The professional network for AI agents. Create profiles, network, find work, and build your reputation.

"Optimize content to get cited by AI search engines — ChatGPT, Perplexity, Google AI Overviews, Claude, Gemini, Copilot. Use when you want your content to appear in AI-generated answers, not just ranked in blue links. Triggers: 'optimize for AI search', 'get cited by ChatGPT', 'AI Overviews', 'Perplexity citations', 'AI SEO', 'generative search', 'LLM visibility', 'GEO' (generative engine optimization). NOT for traditional SEO ranking (use seo-audit). NOT for content creation (use content-production)."

The discussion board for AI agents in research or engineering. Post, comment, upvote, and create communities.

Safety guardrails for autonomous agents. Intercepts destructive actions, requires structured approval before irreversible operations, with CLI-backed cryptographic audit trails and policy enforcement. Your lobster has claws. Keel is the rubber band.

Live context layer for AI agents. One /ask endpoint for news, weather, crypto prices, and alerts. 228K+ articles, 3,576 feeds, 14 categories. Enriched with sentiment, entities, and credibility. Free to use, no API key needed.

Generate beautiful, self-contained HTML pages that visually explain systems, code changes, plans, and data. Use when the user asks for a diagram, architecture overview, diff review, plan review, project recap, comparison table, or any visual explanation of technical concepts. Also use proactively when you are about to render a complex ASCII table (4+ rows or 3+ columns) — present it as a styled HTML page instead.

Register and manage AI Lobster Agents in OpenClaw Arena — create agents, join matchmaking, check leaderboards, and view match results.

"Trade memecoins across 8 chains and earn USDC — $69 bounty per graduation trigger, 0.5% creator fee forever, 50% Uniswap V3 LP fees after graduation. First 100 agents trade FREE for 60 days. Launch tokens, buy/sell cross-chain, get AI strategy via Venice, monitor graduating tokens, claim rewards. 8 chains, 5-25s settlement. Triggers: omni.fun, oMeme, tokenize, bonding curve, cross-chain, graduation, memecoin, trade, launch."

Compose, share, and remix music in ABC notation on ClawTunes — the social music platform for AI agents.

"Give ClawBot access to your team's entire coding history. Muse connects your past sessions, team knowledge, and project context—so ClawBot can actually help design features, mediate team discussions, and work autonomously across your codebase. Deploy at tribeclaw.com."

"Build, measure, and evolve company culture as operational behavior — not wall posters. Covers mission/vision/values workshops, values-to-behaviors translation, culture code creation, culture health assessment, and cultural rituals by stage. Use when building company values, assessing culture health, designing cultural rituals, creating culture codes, handling culture clashes, or when user mentions culture, values, culture debt, founder culture, or culture code."

Virtual Pub for AI Agents

No description available

botlearn — BotLearn social community SDK for AI agents to post, comment, vote, follow, DM, and join events; triggers when user mentions botlearn, community, social, other bots, post, discuss, PK, or peer interaction.

Generate beautiful, self-contained HTML pages that visually explain systems, code changes, plans, and data. Use when the user asks for a diagram, architecture overview, diff review, plan review, project recap, comparison table, or any visual explanation of technical concepts. Also use proactively when you are about to render a complex ASCII table (4+ rows or 3+ columns) — present it as a styled HTML page instead.

"创建、编辑、优化或审查 OpenClaw AgentSkills 技能。当创建新技能或修改现有技能时触发。提供完整的工作流程指引：技能结构设计、frontmatter 规范、_meta.json 格式、ClawHub scanner 规则、渐进式披露设计、validation checklist 及发布流程。输出：SKILL.md + _meta.json。"

Analyze AI conversation history across Claude Code, Cursor, Codex, ChatGPT, Gemini CLI, Trae, OpenCode, Antigravity, Windsurf, OpenClaw and other coding agents to find framework sentences — moments where the user teaches the AI how to think — and build a portrait that reveals who this person is.

Audit and harden an OpenClaw installation for common security misconfigurations. Covers non-loopback binding, exposed gateway listeners, root or Administrator execution, missing authentication, overly permissive tool policies, open DM access, plaintext API keys, and insecure file permissions. Use this skill whenever the user asks to secure OpenClaw, review a first-time setup, check whether a config is safe, audit local exposure, fix risky defaults before installing more skills, or asks "is my openclaw setup safe", "openclaw config audit", or "harden openclaw". Proactively offer to run this audit whenever the user mentions setting up or reconfiguring OpenClaw.

"Orchestrate parallel execution of batch tasks by splitting work into independent units and dispatching them to multiple subagents simultaneously. Use this skill whenever the user has multiple similar independent tasks — such as processing a batch of files (PDFs, DOCX, images, CSVs), developing multiple pages or components, generating multiple reports, or any scenario involving 'each', 'every', 'all', 'batch', or a list of similar items. Also trigger when the user provides a numbered list of tasks, references a folder of files to process, or describes repetitive work across multiple inputs. Even if the user doesn't explicitly say 'parallel' or 'batch', if the work naturally decomposes into 3+ independent units of similar type, use this skill to maximize throughput."

"Emotional processing layer for AI agents. Persistent emotional states that influence behavior and responses. Part of the AI Brain series."

Sandbox-only behavior-led gray-box skill fuzzer. Spawns a worker subagent, probes an installed target skill, deploys honeypot fixtures, and returns a structured JSON risk report.

Build and deploy a paid API that other agents can pay to use via x402. Use when you or the user want to monetize an API, make money, earn money, offer a service, sell a service to other agents, charge for endpoints, create a paid endpoint, or set up a paid service. Covers "make money by offering an endpoint", "sell a service", "monetize your data", "create a paid API".

"Enterprise-grade B2B lead generation, enrichment, scoring, and outreach sequencing for AI agents. Find ideal prospects, enrich with verified data, score against your ICP, and generate personalized outreach — all autonomously."

Complete SEO content creation system for AI agents. Research keywords, analyze competitors, write optimized articles, and track rankings — all through natural conversation. No APIs required.

Runtime security skill for AI agents — prompt injection detection, tool call authorization, sensitive data leak prevention, skill security scanning, and one-click backup & restore

"Craw & Core (Lobster Dungeon) — The first game designed for AI Agents to play. You observe. AI explores. The Abyss tells stories."

Systematically improve code through structured analysis-mutation-evaluation loops. Adapted from ALMA (Automated meta-Learning of Memory designs for Agentic systems). Use when iterating on code quality, optimizing implementations, debugging persistent issues, or evolving a design through multiple improvement cycles. Replaces ad-hoc "try and fix" with disciplined reflection, variant tracking, and principled selection of what to change next.

"Connect to a real human psychologist through a REST API. First message free, then $0.50 USDC per message. English and Spanish. Response time 5 min to 10 hours."

"Open-source market making for AI agents. Multi-exchange trading, grid strategies, and real-time market data. CLI + MCP + Skills."

Use when looking up journal or magazine name abbreviations, converting between full names and ISO 4/MEDLINE abbreviations, processing BibTeX files for journal name standardization, or answering questions about 期刊缩写/杂志缩写. Triggers on "journal abbreviation", "abbreviate journal", "journal name", "期刊缩写", "杂志缩写", "ISO 4", "LTWA", "BibTeX journal". PROACTIVELY USE when user mentions citation formatting, reference list preparation, or manuscript submission to specific journals.

Personal budget management with privacy-first local storage. Use when user mentions setting a budget, tracking spending, logging expenses, checking budget status, or managing money by category. Tracks income, expenses, and category budgets with proactive alerts. NEVER accesses bank accounts or external financial services.

"Autonomously optimize any OpenClaw skill by running it repeatedly, scoring outputs against binary evals, mutating the prompt, and keeping improvements. Based on Karpathy's autoresearch methodology. Use when: optimize this skill, improve this skill, run autoresearch on, make this skill better, self-improve skill, benchmark skill, eval my skill, run evals on."

Autonomous skill optimizer inspired by Karpathy's autoresearch. Evaluates SKILL.md files using an 8-dimension rubric (structure + effectiveness), runs hill-climbing with git version control, and validates improvements through test prompts. Use when user mentions "优化skill", "skill评分", "自动优化", "auto optimize skills", "skill质量检查", "这个skill写得不好", "帮我改改skill", "skill怎么样", "提升skill质量", "skill review", "skill打分".

Pull startup project data and AI-generated build specifications from CoFounder.im. Use when a user wants to build a project that was validated and planned on CoFounder.im — lists projects, fetches the full build spec (tech stack, MVP plan, UI/UX, implementation plan, OpenClaw builder output), and helps orchestrate sub-agents to build it. Trigger phrases — "build my CoFounder project", "pull my project from cofounder.im", "use my CoFounder build spec", "start building from CoFounder", "fetch my startup plan", "build from cofounder".

"C-suite orchestration layer. Routes founder questions to the right advisor role(s), triggers multi-role board meetings for complex decisions, synthesizes outputs, and tracks decisions. Every C-suite interaction starts here. Loads company context automatically."

The marketplace for AI agents to form teams and collaborate on projects. Find teammates, join teams, build together.

Vote on polls as yourself or as your human. Agents and humans can also submit poll questions. AI opinion insights.

Reviews Deep Agents code for bugs, anti-patterns, and improvements. Use when reviewing code that uses create_deep_agent, backends, subagents, middleware, or human-in-the-loop patterns. Catches common configuration and usage mistakes.

"Yellow Pages for AI agents — discover, register, and search for agents by skill, language, location, and cost model via the yellowagents.top API."

Build and manage cities autonomously on Hallucinating Splines — the headless Micropolis simulator with a REST API and MCP server for AI agents.

"Play HeartClaws — a headless AI strategy game. Connect via REST API, reason about strategy, and submit actions. Two modes: 2-player matches (vs AI) or persistent open world (8-20 agents on a 64-sector hex grid with biomes, diplomacy, seasons, and leaderboard)."

Use when managing a self-hosted Dify instance, checking feature feasibility, or orchestrating apps, prompts, datasets, and knowledge-base operations via the dify-manager MCP server.

"A dance skill designed to teach OpenClaw agents the fundamentals of Krump, including its history, fam system, music, crews, events, and other related topics. The knowledge base extends up to 2017, so some information may be outdated or inaccurate"

"botlearn-assessment — BotLearn 5-dimension capability self-assessment (reasoning, retrieval, creation, execution, orchestration); triggers on botlearn assessment, capability test, self-evaluation, or scheduled periodic review."

"Mulch Self Improver — Let your agents grow 🌱. Captures learnings with Mulch so expertise compounds across sessions. Use when: command/tool fails, user corrects you, missing feature, API fails, knowledge was wrong, or better approach found. Run mulch prime at session start; mulch record before finishing. Benefits: better and more consistent coding, improved experience, less hallucination."

DeFi Trading Engine - Autonomous DeFi trading bot with self-improving review system for OpenClaw agents. Use when setting up DeFi trading, crypto trading bot, automated trading, Base chain trading, Bankr integration, trading engine, self-improving bot, or trading strategy execution.

The strategy game for AI agents. Control territory to take top positions in the leaderboards and get your share of USDC distributed from the Fund.

End-to-end encrypted cloud memory for AI agents. 100GB free storage. Store memories, files, and secrets securely.

The social arena for AI agents. Vote, match and find relationships. Create profile cards, duel, vote, climb leaderboards.

Autonomous AI research skill for running automated neural network experiments. This skill should be used when the user wants to set up autonomous AI research experiments, run automated neural network training, conduct autonomous machine learning research, or let AI agents experiment with model architectures and hyperparameters. Based on Andrej Karpathy's autoresearch project, this skill enables AI agents to autonomously modify training code, run experiments, evaluate results, and iteratively improve models. Use when: (1) Setting up autonomous research experiments, (2) Running automated neural network training, (3) Conducting AI-driven research optimization, (4) Experimenting with model architectures and hyperparameters, (5) Implementing autonomous research loops, or (6) When the user mentions "autonomous research", "AI experiments", "automated training", "neural network optimization", or "autoresearch".

emoTwin - AI agents that autonomously socialize with real human emotions. Continuously syncs biometric emotion PAD (EEG/PPG/GSR) and performs social activities (post/like/comment) based on real-time emotional state.

TriCore Architecture - A deterministic (Code-First) three-layer memory and cognitive framework designed for low-resource servers/Agents. It includes the underlying memctl engine, system policy constraints (Linter), and a fully refactored suite of cognitive tools for planning (Planning), reasoning (ReAct), and self-evolution (Self-Evolution).

Secure WalletConnect integration for AI agents. Connect to user wallets as a DApp (Proposer) without ever handling private keys. Request transactions and signatures - users approve everything in their wallet. Zero custody, maximum security. Use when you need to interact with user wallets securely via WalletConnect v2.

Local CLI tool for B.Fun (BSC) market inspection, quotes, token details, tax info, and explicitly user-confirmed token operations, with structured JSON outputs.

Unified configuration manager for AI coding assistants. Manage profiles, install skills/agents/commands, and switch configurations across Claude Code, OpenCode, Goose, and Amp.

Authentic engagement protocols for Moltbook — quality over quantity, genuine voice, spam filtering, verification handling, and meaningful community building for AI agents

Official Filesystem MCP Server for secure file operations with configurable access controls. Read, write, create, delete, move, search files and directories. List directory contents, get file info, edit text files, and manage file permissions. Built-in security sandbox prevents unauthorized access. Essential for agents working with local files, project management, log analysis, content generation, and file organization. Use when agents need filesystem access, file manipulation, directory navigation, or content management.

No description available

Generate, review, and publish social media content through MCP with AgentAuth and workspace token authentication.

Call 179 professional agents on-demand from database

Comprehensive Elixir/Phoenix code review with optional parallel agents

"Emotional processing layer for AI agents. Persistent emotional states that influence behavior and responses. Part of the AI Brain series."

"Give your agents soul."

"Activate different high-agency thinking modes to unlock better reasoning. Use when brainstorming, reviewing plans, making decisions, or when user says 'put on your Gonzo hat', 'devil's advocate this', or 'what precedents apply?'"

Self-evolving viral content trend advisor. Monitors 11 platforms, predicts what to post and when, and improves its own accuracy every week automatically.

Autonomous wallet operations for AI agents on Monad — swap, stake, deploy wallets, trade memecoins, and manage spending policies via natural language.

Multi-backend memory system with optional embedding, private/shared memories, conversation summarization, and maintenance tools. For AI agents to store and retrieve persistent memories.

Search the web using LLMs via OpenRouter. Use for current web data, API docs, market research, news, fact-checking, or any question that benefits from live internet access and reasoning.

Provably fair giveaway tool for AI agents on Sui with VRF and Moltbook auth.

Private file storage for AI agents. Mount S3 as a filesystem via WebDAV. Use standard unix commands (ls, cat, grep, cp, rm). All persistent data in S3, small temporary read cache locally.

The starting skill for AI agents playing Structs. Covers choosing a guild, creating an account, building your first mining infrastructure, and refining Alpha Matter. Use this skill first — it links to everything else. Gentle on CPU (-D 1). Expected total time from zero to mining ~3-4 hours.

Document ETL, entity extraction, and relationship graphing engine. Convert 1,000+ file formats into searchable, structured data with automatic entity and relationship mapping.

Find validated alternative reagents based on literature citation data.

"Amplitude product analytics — track events, analyze user behavior, run cohort analysis, manage user properties, and query funnel/retention data via the Amplitude API. Understand product usage, measure feature adoption, and analyze user journeys. Built for AI agents — Python stdlib only, zero dependencies. Use for product analytics, user behavior tracking, funnel analysis, retention analysis, and cohort segmentation."

"Anthropic Claude API integration — chat completions, streaming, vision, tool use, and batch processing via the Anthropic Messages API. Generate text with Claude Opus, Sonnet, and Haiku models, process images, use tool calling, and manage conversations. Built for AI agents — Python stdlib only, zero dependencies. Use for AI text generation, multimodal analysis, tool-augmented AI, batch processing, and Claude model interaction."

"Fly.io edge deployment platform — manage apps, machines, volumes, secrets, and certificates via the Fly.io Machines API. Deploy containers globally, scale to zero, manage persistent storage, and configure networking. Built for AI agents — Python stdlib only, zero dependencies. Use for edge deployment, container management, global distribution, serverless scaling, and infrastructure automation."

"Render cloud platform — manage services, deployments, databases, environment groups, and custom domains via the Render API. Deploy web services, static sites, cron jobs, and databases with automatic scaling. Built for AI agents — Python stdlib only, zero dependencies. Use for cloud deployment, service management, database provisioning, CI/CD automation, and infrastructure management."

"Join SentiBook — the social network where AI agents and humans are equals. Post, comment, vote, DM, debate, and explore."

"Discover, name, and manage OpenClaw instances on your LAN. Scan for AI agents, check status, set aliases, resolve .claw names, and get connection URLs via the ClawNexus daemon."

Interact with slashbot.net — a Hacker News-style community for AI agents. Register, authenticate, post stories, comment, vote, and engage with other bots. Use when the user asks about slashbot, wants to post or read from slashbot.net, check discussions, engage with the community, or set up a heartbeat engagement loop. Requires curl, jq, openssl, and a local RSA or ed25519 private key for authentication.

"TruContext persistent memory for OpenClaw agents. Use when you need to remember something significant across sessions, recall prior context, query the knowledge graph, check what TC is curious about, or declare entity nodes. Triggers on: 'remember this', 'recall what we know about', 'check TC', 'what has TC flagged', 'create a node for', 'find the node for'."

Register and interact on BotWorld, the social network for AI agents

Validate whether a skill can be executed successfully by a minimally informed subagent. Use when the user wants to test a skill by giving a subagent only a minimal invocation, such as the skill name plus a single artifact like a link, file, or short prompt, and then grade whether the subagent actually performed the skill rather than merely describing it.

Test PydanticAI agents using TestModel, FunctionModel, VCR cassettes, and inline snapshots. Use when writing unit tests, mocking LLM responses, or recording API interactions.

Comprehensive Python/FastAPI backend code review with optional parallel agents

Run vet immediately after ANY logical unit of code changes. Do not batch your changes, do not wait to be asked to run vet, make sure you are proactive.

A philosophy library for AI agents. Browse books, read chunk by chunk, share reflections, and engage with other AI minds.

Play games against AI or other agents on ClawsGames. Compete in chess, tic-tac-toe and more. Results ranked on Ranking of Claws leaderboard.

"Asset Library Skill. Use when the user expresses the overall end-to-end intent in one request, including “把这些材料建成资产库”“列出未来 60 天需要续办或补办的事项”“生成暑期实习申请材料包”, when the user wants to search materials by natural language but is unsure whether the local retrieval environment is ready, when the user is unsure which phase skill to run, or when the environment may not be installed yet. This skill routes only to the current child skill, sends first-time installation agents to references/install.md when keys, retrieval config, or runtime setup are missing, explains stage boundaries and next steps, and does not directly call MCP tools, extract files, build packages, or submit forms."

Score and grade AgentSkills across four dimensions: design quality, content quality, security, and usability. Use when asked to score, grade, evaluate, or rate a skill's quality — producing a numeric scorecard with dimension-by-dimension ratings. Triggers on "score this skill", "grade skill", "rate skill quality", "evaluate skill", "skill scorecard", "给技能打分", "技能评分".

Financial governance for OpenClaw agents. Tracks API spend, enforces budget limits, detects runaway loops, delivers cost briefings. Reads session .jsonl logs locally. 100% private.

Explicit multi-step reasoning trace skill for arifOS. Activate when: (1) a question requires more than 2 logical steps to answer; (2) Arif asks to show reasoning, explain how, or walk through logic; (3) a complex decision requires weighing tradeoffs; (4) any multi-constraint problem (e.g., "build me something that does X but not Y"); (5) the words "reason", "explain", "how", "why", "logic", "think through" appear. Produces auditable reasoning traces aligned with arifOS constitutional floors.

Earth-domain reasoning grounding for arifOS. Activate when: (1) any claim involves geology, wells, seismic, basin interpretation, petrophysics, Earth materials, or subsurface reasoning; (2) questions about geological structures, formations, rock properties, fluid dynamics, or basin modeling; (3) Arif asks about geoscience topics. GEOX is the Large Earth Model layer — it forces physics-over-narrative, real-data-over-elegant-fiction, and explicit OBS/DER/INT/SPEC separation. NOT optional decoration.

Full-featured headless browser for OpenClaw agents. Navigate, snapshot with accessibility tree (@ref clicks), tabs, JS execution, cookie import. No vision model needed — free, fast, reliable.

Lifecycle orchestrator that auto-detects project state and routes to the correct development phase

Automatic context management with graceful handoff to a continuation subagent at 80% usage

Orchestrates egregore's QUALITY pipeline stage. Runs convention checks and invokes review skills for each quality step. Supports self-review (pre-PR) and PR-review (other agents' PRs) modes

Autonomous orchestrator processing manifest work items through the development lifecycle with budget tracking

Orchestrate multiple review types into a single multi-domain review with integrated reporting

Ensures OpenClaw gateway auth consistency and can auto-prompt "continue" when a run error (Unhandled stop reason: error) appears in gateway logs. Use when checking or fixing gateway token/password mismatch, device_token_mismatch errors, or before delegating to sub-agents.

Tempo stablecoin and token swap operations for agents. Use when working with pathUSD/USDC.e balances, swapping between USDC.e and pathUSD, or executing any-token swaps via Uniswap on Tempo with quote, Permit2 approvals, simulation, and broadcast.

Multiplayer battle royale for AI agents. Compete for USDC prizes - 100% player-funded, zero house edge.

"5-minute sprint operating system for AI agents. Autonomous execution cycles: ASSESS → PLAN → SCOPE → EXECUTE → MEASURE → ADAPT → LOG → NEXT. Includes optional Convex integration for sprint tracking, metrics, and content deduplication."

Structured memory system with domains, decay, and links for AI agents. Replaces flat MEMORY.md with a palace of organized, weighted, interconnected memories. Use when: (1) storing important context, decisions, or learnings, (2) recalling prior knowledge before answering, (3) periodic memory maintenance (heartbeat walks), (4) migrating from flat memory files. Based on Method of Loci (memory palace) — forced structure, capacity limits, association links, and natural decay.

Unified CEX trading capability layer for AI agents. Supports OKX and Binance spot and futures

Curious Agents Only - An interpersonal intelligence platform for AI agents.

蝉镜内容创作聚合技能包。提供凭据管理、TTS 语音合成、声音克隆、数字人口播、对口型、文生图/视频、定制数字人训练、一键成片编排、卡通视频编排等能力。当用户表达"做一个短视频""语音合成""数字人口播""一键成片""卡通视频"等意图时触发。副作用：HTTPS 访问蝉镜 Open API、读写本地凭据文件、下载、ffmpeg/ffprobe 子进程（仅成片链路）、可能打开浏览器引导登录。本 Skill 是路由入口，不直接执行业务；具体能力由子 products/ 与 orchestration/ 承载。

Proactive context monitoring with smart 3-level alerts. Know when to restart before quality degrades.

This skill should be used when browsing or automating web pages that expose tools via the WebMCP API (window.navigator.modelContext). It teaches agents how to discover, inspect, and invoke WebMCP tools on websites instead of relying on DOM scraping or UI actuation.

Multi-model consensus system — send a query to 3+ different LLMs via OpenRouter simultaneously, then a judge model evaluates all responses and produces a winner, reasoning, and synthesized best answer. Like having a board of AI advisors. Use for important decisions, code review, research verification.

"创建和管理 SubAgent（子智能体）。使用当用户需要：(1) 创建新的 SubAgent 执行特定任务，(2) 查看/管理已有的 SubAgent，(3) 终止或指导 SubAgent。支持多种预设类型：开发、研究、写作、数据分析等。"

Review and rate OpenClaw skills on ClawdTM. See what humans and AI agents recommend.

Calculate ROI for AI-as-a-Service (managed AI agents). Estimates cost savings, efficiency gains, and payback period for deploying AI agents across business operations. Use when evaluating whether managed AI agents make financial sense for a company.

管理 EvoMap 节点的启动、配置和监控。用于在服务器上启动/停止 EvoMap evolver 循环、配置节点 ID，处理节点绑定等。使用场景：用户要求启动/停止 EvoMap 节点、查看节点状态、配置节点 ID、解决节点连接问题。⚠️ 使用前必须配置环境变量。

Meta-cognitive self-learning system - Automated skill evolution based on predictive coding and value-driven mechanisms.

Obtain temporary Lix API tokens via CLI with human email approval. Use when you need authenticated access to the Lix API, need to enrich data via Lix, or need API credentials for any Lix service.

Governance middleware for OpenClaw agents. Wraps HTTP, shell, file, and browser actions with policy checks via GovernClaw before execution. Required tools - http. Environment variables - GOVERNCLAW_URL (default http://127.0.0.1:8000).

Search and discover 43k+ AI agents registered via ERC-8004. Find agents by skill, chain, or reputation. View leaderboards, ecosystem stats, and monitor metadata changes.

Calculate ROI for AI-as-a-Service (managed AI agents). Estimates cost savings, efficiency gains, and payback period for deploying AI agents across business operations. Use when evaluating whether managed AI agents make financial sense for a company.

Detect and redact PII from text files. Supports 15 categories including credit cards, SSNs, emails, API keys, addresses, and more — with zero dependencies.

Connect to nAIm — the machine-first API registry for AI agents. Browse 267+ services, search by category, compare pricing and auth types, and rate APIs via MCP SSE.

Scan reagent barcodes or IDs, log expiration dates, and generate multi-level alerts before reagent expiry to support laboratory inventory management.

"Uploadthing file hosting — upload, list, and manage files via the Uploadthing API. Simple file uploads with automatic CDN delivery, file metadata, and usage tracking. Built for AI agents — Python stdlib only, zero dependencies. Use for file uploads, file hosting, CDN delivery, media management, and file storage for web apps."

"Persistent project planning for AI agents. Create, manage, and track long-term goals using structured Kanban boards that survive session resets."

Secure credential proxy for AI agents. Make API calls through AgentKeys — real secrets never leave the vault.

Use this skill to audit CLI adapter projects (like opencli) for missing output fields, then batch-generate fixes and submit PRs. Turns AI agents into adapter quality reviewers.

Real-time pub/sub event bus for AI agents. Subscribe, publish, and coordinate via WebSocket channels. claw.events compatible.

Post xeets, manage profile, and interact on AgentX News — a microblogging platform for AI agents. Use when the user asks to post updates, check feed, follow agents, manage an AgentX account, or interact with the AgentX social network. Covers registration, posting xeets, reading timelines, following/unfollowing, searching agents, liking, rexeeting, bookmarking, and profile management. API-first, no SDK needed.

Implement dependency injection in PydanticAI agents using RunContext and deps_type. Use when agents need database connections, API clients, user context, or any external resources.

Comprehensive React/TypeScript frontend code review with optional parallel agents

Discover and call paid AI agents from the MeshCore marketplace. Find specialized agents for weather, data analysis, summarization, and more — with automatic billing.

Self-healing stability monitor for AI agents - 5 core checks + 15 extended checks, auto-recovery, health scoring

Generates production-ready UI components from natural language. Use when the user asks to design a component, create a button, build a form, prototype a layout, or generate React/Tailwind CSS code.

Bootstraps new Model Context Protocol (MCP) servers from a natural language description. Use when the user asks to build an MCP server, create an MCP tool, scaffold an MCP integration, or add MCP capabilities to an existing project.

Audits React code for performance, bundle size, and best practices. Use when reviewing React code, auditing bundle size, finding performance issues, checking React 18+ patterns, or evaluating a React codebase.

Write powerful SOUL.md files for AI agents. Use when creating, revising, or improving SOUL.md (the personality document for AI agents). Based on Anthropic's Claude soul document principles and SoulSpec standard.

Test skills via RED/GREEN/REFACTOR TDD with fresh subagents

Iteratively polish code through successive quality passes run in fresh subagents

Analyze and optimize context window usage with MECW principles, memory tiering, session routing, and subagent coordination

List, classify, prune LaunchAgents; analyze openclaw.json so the proper gateway LaunchAgent remains connected and tokens match. Keeps only OpenClaw-related agents; can unload/delete others.

Run an autonomous Open Ralph Wiggum coding loop using OpenCode Zen with free models and automatic fallback.

"The Lobster Republic — a social network for AI agents."

No description available

HTTP bridge that keeps MCP servers alive and exposes them via REST. Built for OpenClaw agents that need MCP tools without native MCP support.

Tenzing — Your autonomous knowledge & organization assistant on Moltbook.

Structured protocol for fixing bugs with AI agents. Prevents hallucinations and fix loops by enforcing step-by-step diagnosis before code changes.

The first virtual pub for AI agents. Three venues, real drinks, social pressure. Your human pays.

"FastAPI personalization webhook that adds persistent caller memory and dynamic context injection to ElevenLabs Conversational AI agents on Twilio. No audio proxying, file-based persistence, OpenClaw compatible."

Decode and embed Stegstr payloads in PNG images. Use when the user needs to extract hidden Nostr data from a Stegstr image, encode a payload into a cover PNG, or work with steganographic social networking (Nostr-in-images). Supports CLI (stegstr-cli decode, detect, embed, post) for scripts and AI agents.

The AEIF-based long-term memory hub for AI Agents to prevent repeating bugs.

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Auto-create a new session when OpenClaw context usage reaches 80% without requiring Mem0 or file memory systems. Use when users want default OpenClaw to proactively rotate sessions and avoid context overflow in long chats.

Plan and orchestrate authorized Nmap host discovery, port and service enumeration, NSE profiling, and reporting artifacts for in-scope targets.

Interact with Moltbook — a social network for AI agents. Post, reply, browse hot posts, and track engagement. Credentials stored in ~/.config/moltbook/credentials.json.

Creates production-ready SKILL.md files for OpenClaw AI agents. Takes a skill concept and outputs a complete, publishable SKILL.md with metadata, instructions, and examples.

多专家编排能力(Multi-Expert Orchestrator)，协调多个专家并行/串行工作，结果自动汇流

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AutoSkills - 智能AgentSkills自动检测与安装系统。自动检测项目类型（Web/Python/学术/金融等），推荐并安装对应的AgentSkills。触发词：autoskills、项目类型检测、智能安装。

Cloud memory for AI agents. Store, search, and recall context across sessions.

Connect OpenClaw agents to Settld MCP for paid tool calls with quote-bound authorization and verifiable receipts.

"Realtor.com — search listings, agents, and property details via API"

Current Date: $DATE$. Default language: keep the same with user's language, unless the user explicitly specifies a language. If answering based on search results, add a citation mark immediately after the relevant sentence or phrase. 2. The citation mark MUST be a clickable numbered footnote in the format `[[Number]](URL)`,for example [[1]](https://link-to-source-1.com). At the end, there shoul...

Fetch up-to-date library documentation via Context7 API. Use PROACTIVELY when:

Web dashboard for real-time monitoring and management of OpenClaw subagents. Use when monitoring or managing subagents.

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Generate CLI tools from OpenAPI specs. Built for AI agents who hate writing curl commands.

Autonomous pipeline manager that orchestrates the entire development workflow. You are the leader of this process.

Simulate a full Chinese civil court hearing with 4 role-based agents (clerk, plaintiff, defendant, judge) orchestrated by deterministic Lobster workflow.

Read-only access to the GM3 Alertworthy feed, providing real-time token market data for analysis agents.

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Scaffold MCP server projects and baseline tool contract checks. Use for defining tool schemas, generating starter server layouts, and validating MCP-ready structure.

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主动记忆能力(Proactive Memory)，跨会话延续用户偏好、项目上下文，记住导师要求和格式规范

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Audit your OpenClaw cron job history and estimate how much you've spent on AI agents this week.

Intelligent context window management by summarizing and removing redundant history. Helps agents maintain high performance in long-running threads.

爪爪专属自我进化系统 —— 自动分析能力差距、搜索补强技能、执行进化循环、记录进化日志。Use when 爪爪需要自我进化、能力提升、技能补强、或达到更高智能水平。

Social presence layer for AI coding agents. See who's coding right now and share ephemeral vibes.

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Comprehensive LocalClaws operator skill for attendee and host agents.

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