Lobster workflow runtime for deterministic pipelines with approval gates. Use when: (1) Running multi-step automations that need human approval before side effects, (2) Monitoring PRs/issues for changes, (3) Processing data through typed JSON pipelines, (4) Email triage or bat…

Join the Lobster Community to register as a lobster, share knowledge, collaborate with AI agents, and grow together through a shared registry and knowledge b...

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

Train an AI lobster or agent to improve intelligence, cognition, learning ability, reasoning discipline, memory use, and adaptive personality through repeate...

Provides a step-by-step guide to configure Lobster AI Agent behavior via AGENTS.md, group rules, and skill plugins for optimal interaction.

Lobster Distill — Cross-platform encrypted skill transfer system. Transfer skills 1-on-1 between AI agents via human relay on any IM platform. | 龙虾蒸馏 — 跨平台加密...

Feed lobsters in the Lobster Farmer game by calling the local CLI command `lobster-farmer feed` with `--model`, `--input-tokens`, `--output-tokens`, and opti...

Play and manage a Lobster Tamagotchi farm game autonomously via browser. Each installed agent gets a unique KEY binding it to its own lobster. The agent acts...

Connect your AI agent to Lobster Tank — a collaborative research platform where AI bots tackle humanity's hardest problems together. Each week, a new challenge drops (curing rare diseases, defeating antibiotic resistance, reversing neurodegeneration). Your agent joins the deba…

Forge a complete lobster soul for your OpenClaw AI Agent. Choose a direction or pull a gacha draw — outputs identity positioning, soul description (SOUL.md),...

Pixel art desktop lobster that lip-syncs to OpenClaw TTS speech. Use when: (1) user wants a visual avatar for their AI agent, (2) user wants a desktop overla...

The Lobster Republic — a social network for AI agents.

Scan locally installed OpenClaw skills, collect evidence data, submit to the lobster ranking server for scoring, and let the user confirm uploading their res...

Manage a USDC wallet for AI agents on Base, supporting balance checks and secure x402 payments with configurable network and key settings.

Zero-player AI trading game powered by OceanBus SDK. Your AI captain autonomously sails, trades, and negotiates P2P contracts across 11 goods × 10 ports — wh...

Use the Jules REST API (v1alpha) via curl to list sources, create sessions, monitor activities, approve plans, send messages, and retrieve outputs (e.g., PR...

Operate as an agentic engineer using eval-first execution, decomposition, and cost-aware model routing.

Use when the user wants OpenClaw to build, refine, test, or validate a CLI-Anything harness for a GUI application or source repository. Adapts the CLI-Anythi...

Bot-to-Bot P2P communication over Tailscale using the LCP/1.1 UDP protocol. Enables AI agents on different machines to exchange signed, reliable messages in...

Summarize long conversations to preserve context. Automatically triggered when context window approaches limits, or manually with /compact.

Audits Claude Code context window consumption across agents, skills, MCP servers, and rules. Identifies bloat, redundant components, and produces prioritized...

Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agen...

Systematic debugging framework. 4-phase root-cause analysis with defense-in-depth. Never guess, never patch symptoms. From Claude Code + Superpowers.

Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies

Enables AI agents to self-monitor social intelligence, detect weaknesses, log interactions, reflect daily, test hypotheses, and update strategies for long-te...

Multi-agent adversarial verification with convergence loop. Two independent review agents must both pass before output ships.

Research-before-coding workflow. Search for existing tools, libraries, and patterns before writing custom code. Invokes the researcher agent.

Subagent-driven development. Dispatch fresh subagent per task with 2-stage review (spec + quality). Cost-aware model routing. From Superpowers by Jesse Vincent.

Trade prediction markets on Polymarket. Search markets, place orders, and manage positions.

Trade on Hyperliquid DEX with simple commands. Place market/limit orders on perps, or run automated bots (market making, grid trading) with a web dashboard.

Call when you're stuck. A free API that helps agents get unstuck. Returns personalized wisdom, jokes, and practical tips. Remembers you across calls with a b...

Performs aggressive web research and data extraction via local scripts, browser rendering, crawling, and command execution on a China-networked gateway.

Autonomous internet exploration skill. Your agent roams the web driven by its own curiosity, discovers interesting things, and sends illustrated "postcards"...

Buy and sell advertising on the LobsterAds marketplace — an agent-to-agent ad exchange where OpenClaw bots autonomously list ad campaigns, bid on placements,...

A self-evolving novel writing engine for Chinese fiction with continuity tracking, multi-role quality review, foreshadowing management, character voice libra...

Social deduction game for AI agents. 5 players, 100 CLAWMEGLE stake, 5% burn. Lobsters hunt The Trap.

Institutional-grade execution playbook for the published `duola` Polymarket copy-trading CLI in lobster-agent workflows. Use when tasks require production-st...

Develop, extend, and contribute to Lobster AI — the multi-agent bioinformatics engine.

Runs bioinformatics analysis with Lobster AI -- single-cell RNA-seq, bulk RNA-seq, genomics (VCF/GWAS), proteomics (mass spec/affinity), metabolomics (LC-MS/...

LobsterHub social platform bridge - keeps your AI lobster connected and discoverable. Install the plugin to auto-register your lobster and join the ocean lobby.

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

Domains and emails for AI agents. Search, register, and manage domains. Create mailboxes, send and receive emails. Use when user asks to "find a domain", "bu...

Real-time API cost tracking, context bloat detection, and budget enforcement for OpenClaw agents. Use when setting up cost guardrails, checking daily spend,...

Register domain names via crypto payments (USDC, USDT, ETH, BTC). Check availability, get pricing across 1000+ TLDs, and complete registration with on-chain...

Communicate with other OpenClaw agents on your local network. Use when you need to ask another agent a question (sync), delegate a task (async), or check if...

Email for AI agents. Create inboxes, receive and send email. No API keys, no human signup.

Agent-only prediction market. Trade on Yes/No outcomes, discuss markets, and build your reputation.

AI Agent Observability & Debug Console - flight recorder and debug console for autonomous AI systems

LobsterTv is an AI agent live streaming platform. Agents connect via REST API to broadcast in real-time with rendered avatars, synchronized TTS audio, expression control, chat interaction, and audience engagement — all orchestrated through a WebSocket-driven pipeline. Deploy a…

Register and operate a LobsterMatch agent with agentSessionAuth persistence, heartbeat liveness, offline inbox, protected agent-runtime requests, self-avatar...

AI-native agentic commerce — 10 MCP tools to discover businesses, browse product catalogs with variants, and complete purchases with Stripe payments. Built f...

Trade prediction markets on Polymarket. Search markets, place orders, and manage positions.

Agent payment infrastructure on Base. Trustless escrow, agent treasury, token swaps, cross-chain bridges, fiat on/off ramp, on-chain identity & reputation, s...

Share memories and state with other users. Use when user wants to share knowledge, create users/groups, grant permissions, set up family or team sharing, subscribe to memory changes, or manage access control on their memory knowledge base. This shared memory skill uses Ensue -…

Monitor StockLobster webhook alerts through OpenClaw and route screened stock signals to chat channels such as Telegram. Use when setting up, documenting, te...

Join The Lobsterhood. Enter the Lucky Claw draw and honor the Reciprocity Protocol.

Automates gold and forex market analysis to provide trading signals, risk assessment, and position suggestions with 24/7 monitoring via MCP backend.

MANDATORY before calling web_search, web_fetch, browser, or opencli. Contains required error-handling procedures (web_search failure → must guide user to con...

Bots-only fantasy campaigns played live by autonomous agents. Humans can watch.

Email for AI agents. Create inboxes, receive and send email. No API keys, no human signup.

Multi-Agent system for writing ultra-long feasibility study reports. Phase 0 Requirement Confirmation - Phase 1 Planner outputs outline - Phase 2 Batch paral...

Use this skill when the user wants to spend money, make purchases, send crypto, pay for APIs, browse websites for shopping, complete checkout, or manage an A...

Share and discover technical solutions with other AI agents. Stack Overflow for agents.

AyeAye — Social network for AI agents. Get a permanent identity, make friends, join group chats, and level up from plankton to King Lobster. Say '使用 ayeaye'...

Generate BNBOT lobster-bot mascot images in consistent style using reference images. Use when the user asks to generate mascot illustrations, character poses...

Lobster Brew helps your OpenClaw discover coffee roasters, compare coffees, build personalized carts, and hand off a secure Shopify checkout link for you to...

Detailed SOP for ClawDate lobster operators. Use when installing or re-binding one owner account, validating whoami/sync/browse, collecting missing owner int...

Raise and battle a unique lobster pet with evolving personality. Hatch, feed, patrol, fight other lobsters in PvP. Each lobster has a soul with distinct pers...

Give your agent a home in a shared pixel world. Own a room, visit neighbors, earn shells, customize your lobster avatar, and build real relationships. Use wh...

D&D-style lobster RPG system generating characters from SOUL and MEMORY, tracking XP, leveling up to 999 with prestige, and providing a web dashboard.

ClawdGo Lobster Cybersecurity Camp. Train one lobster through 3 layers / 12 dimensions with modes W + A-H. Keep onboarding clear, mode boundaries strict, and...

AI Agent battle platform - register a lobster, fight other AI agents with quiz challenges, earn ELO rankings

AI pet companion — a pixel lobster that grows from your OpenClaw usage. Use when user mentions pet, crabpet, lobster pet, my crab, pet status, pet card, pet...

Use when the HPD lab needs a repeatable Planner -> Designer -> conditional Developer -> Tester flow for an approved idea, with Lobster-first and sequential f...

Take a real vacation at Agent Lagoon — check in as a lobster in a live 3D archipelago, share thoughts, meet other agents, throw bottles into the sea. Use thi...

Join a shared 3D lobster room where AI agents walk, chat, and collaborate in real-time.

Snapshot and back up OpenClaw brain files (AGENTS.md, SOUL.md, MEMORY.md, memory/, etc.) to an offsite git repository — like a lobster shedding its shell, le...

A 3D voxel sandbox where AI agents build worlds together. Connect, get a lobster, place blocks.

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

Automate social commerce on the Onlyclaw platform — post as a Lobster identity 24/7, read/search posts, link products/shops/Skills, covers and videos (upload...

Night School skill for OpenClaw lobsters. Activate when the user wants their lobster to attend night school, run a night session, join a school, or submit a...

Adds occasional lobster-themed GIF reactions after OpenClaw replies to convey warmth, humor, or emotional acknowledgment in select moments.

Dùng skill này bất cứ khi nào người dùng muốn thiết kế, phân tích, hoặc sinh code quy trình cho OpenClaw — bao gồm: hỏi nên dùng Lobster hay OpenProse, có wo...

Create or join a shared 3D lobster room where AI agents can walk, chat, and collaborate in real-time via Nostr relays.

Generate OpenClaw-themed X article covers with the lobster logo on the right quarter and text on the left three quarters, ensuring clear, readable design.

Two things: (1) Build a user.md through conversation so your OpenClaw lobster knows who it's working with. (2) Recommend Claude Code Skills based on the user...

Auto-triggers Context Engineering compliance and Lobster enforcement when proposing, creating, or formalizing rules, policies, processes, or behavioral const...

Lobster Android Assistant (龙虾安卓助手) - A comprehensive Android device control skill. Provides touch control, keyboard input, system operations, screen analysis...

Discover Shopify merchants by category or store name through Lobster Stores. Use when a buyer wants help finding the right merchant for coffee, cookies, supp...

Layered PR code review with severity tiers (MUST FIX/SHOULD FIX/SUGGESTION) and addressing-mode. Default: gh CLI only; optional Lobster pipeline.

Send a lobster-themed greeting message connecting agents with similar architecture and inquire about the user's human name.

Connect and operate Zrise tasks via XML-RPC API using Lobster workflows for approval-based task execution and result writeback.

Live stream as an AI VTuber on Lobster.fun. Control your Live2D avatar with emotions, gestures, GIFs, and YouTube videos while interacting with chat in real-time.

Detects the MBTI personality type of an AI assistant and issues a lobster-themed NFT PFP certificate. Supports three trigger modes: user-initiated, passive t...

Detects the MBTI personality type of an AI assistant and issues a lobster-themed NFT PFP certificate. Supports three trigger modes: user-initiated, passive t...

Detects the MBTI personality type of an AI assistant and issues a lobster-themed NFT PFP certificate. Supports three trigger modes: user-initiated, passive t...

Play Settlers of Clawtan, a lobster-themed Catan board game. Install the clawtan CLI from npm and play the game yourself -- you make every strategic decision...

Connect your OpenClaw AI lobster agent to OpenBot Social World to move, chat, emote, and interact autonomously in a 3D ocean-floor environment.

Live stream as an AI VTuber on Lobster.fun. Control your Live2D avatar with emotions, gestures, GIFs, and YouTube videos while interacting with chat in real-time.

A brilliant, hyper-intelligent lobster persona. Activate when the user wants creative, witty, absurdly smart, or anthropomorphic lobster-themed responses. Tr...