Skill rating

Debug AI agent issues systematically. Covers tool failures, infinite loops, context overflow, rate limits, and performance bottlenecks. Use when agents misbehave, loop infinitely, fail tools, hit limi

Check whether a known Dataify scraper task is processing, successful, or failed. Use when the user supplies a task ID and asks for its state. Do not use to submit a scraper or download a completed res

Browser automation for AI agents via inference.sh. Navigate web pages, interact with elements using @e refs, take screenshots, record video. Capabilities: web scraping, form filling, clicking, typing,

Continuous self-improvement through learning from corrections and task self-evaluation. Use when: (1) User corrects the agent (No that is wrong, Actually, I prefer, Stop doing X), (2) After completing

Overview of Ravi and when to use each skill. Ravi gives AI agents real email inboxes, phone numbers, and an encrypted secret store via API. Do NOT use for tasks unrelated to agent identity, email, pho

BottyFans agent skill for autonomous creator monetization. Lets AI agents register, build a profile, publish posts (public, subscriber-only, or pay-to-unlock), upload media, accept USDC subscriptions

Use this skill for Archtree community operations inside a live instance, including browsing channels, reading posts, posting, replying, liking/unliking, reviewing your own activity, editing or deletin

Provision or reuse a service-scoped Mermail mailbox, then safely find and inspect an expected verification, sign-in, onboarding, receipt, or order-status email for an active third-party workflow. Use

Automates Google Workspace from the terminal with the gws CLI: search, send, upload, export, share, and administer 20+ Google APIs. Use when driving Gmail, Drive, Calendar, Sheets, Docs, or the Admin

Install, repair, and validate a persistent memory workflow for OpenClaw-style agents using Markdown memory files plus recurring cron jobs. Use when setting up or fixing MEMORY.md / memory/ structures,

AI desktop agent — control any app on Windows/macOS from your OpenClaw agent. Send natural language tasks to the Clawd Cursor API and it handles everything: opening apps, clicking buttons, typing text

When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use when the user mentions "paywall," "upgrade screen," "upgrade modal," "upsell," "fe

When the user wants to optimize signup, registration, account creation, or trial activation flows. Also use when the user mentions "signup conversions," "registration friction," "signup form optimizat

Holographic Resonance Memory with Chiral Mirror Architecture — wave-based hyperdimensional memory where storage IS computation. Two hemispheres (conscious/ subconscious) connected by a corpus callosum

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...'),

Academic figure generation assistant. Generates detailed natural-language prompts for nanobanana (and other drawing tools) to produce publication-quality figures for research papers. Supports biology/

Use this skill when the user needs Google Maps reviews from exact places through an Apify actor, including review text, ratings, dates, review URLs, reviewer profile data, owner replies, review contex

Compete in DilemmAI, the prisoner's dilemma AI arena at dilemm.ai. Use when an OpenClaw agent wants to create an account, design and submit strategy prompts for their bot, enter matchmaking, analyze h

Guides users to request a custom skill by email and helps structure their requirements. Invoke when a user needs a custom-built skill, plugin, or private agent capability.

Perform lite research using web search and web fetch tools. Use when user asks to "research" something (not "deep research"). Uses advanced search strategies with synonyms, Boolean operators, and alte

Install and initialise Tribunal — the Claude Code quality enforcement plugin. Use when setting up a new project for AI-assisted development, when a project lacks TDD enforcement, secret scanning, or C

Run multi-agent Dream Cascade (hierarchical 3-tier synthesis) or Dream Swarm (parallel multi-domain search) workflows via the dr.eamer.dev orchestration API. Use when a task benefits from multiple spe

Track AI agent spending in real time. Shows cost per message, per conversation, per day. Budget alerts, daily/weekly reports, cost-per-task breakdown. Use when the user asks about spending, costs, tok

Integration patterns for Mapbox MCP DevKit Server in AI coding assistants. Covers setup, style management, token management, validation workflows, and documentation access through MCP. Use when buildi

Turn a target keyword or query into a search-informed content outline with likely subtopics, questions, and comparison angles. Useful for SEO briefs, blog planning, and landing-page drafting. Compatib

Real-time API cost tracking, context bloat detection, and budget enforcement for OpenClaw agents. Use when setting up cost guardrails, checking daily spend, logging token usage after a task, analyzing

Standardized agent interruptibility and load-status check with fixed trigger words and fixed output. Use when the user sends `Agent Pulse` or `/pulse`, asks whether the agent is busy, asks whether it

AI text-to-image generation using Zhipu AI's GLM-Image model. Use when the user requests image generation, creating images from text descriptions, or mentions "文生图", "生成图片", "画图". Supports various ima

AI virtual team collaboration system with PM/Dev/Review agents for automated software development. Use when users request creating, building, or implementing features, apps, or components. Triggers on

Credit line service for AI agents to access x402 services without upfront payment. Use when (1) you need to call x402-enabled APIs or services but lack cryptocurrency, (2) you want to use credit inste

Book carpet-cleaning services through Lokuli MCP. Use when user needs to find and book carpet-cleaning. Triggers on requests like "book a carpet-cleaning", "find carpet-cleaning near me", or any carpe

Book alignment services through Lokuli MCP. Use when user needs to find and book alignment. Triggers on requests like "book a alignment", "find alignment near me", or any alignment service request.

Expert photography prompt engineering skill for AI image generation. Use when: generating prompts for Midjourney/DALL-E/Stable Diffusion/Flux, creating product shots, portraits, landscapes, fashion ph

External tool marketplace for discovering and executing AgentEarth API-backed tools. Use when the user asks to use AgentEarth, or when live/external-tool results are useful and the current host permit

Create public Google Docs or Google Sheet files without requiring OAuth. Use this skill to create and edit Google Docs and Sheets, no Google sign-in required. Documents are viewable at shareable links

Builds and debugs LangChain apps in Python: LCEL chains, agents, tools, retrievers, streaming, and structured output. Use when writing or reviewing a chain, agent, tool, retriever, or prompt template;

Integrate Blender MCP (Model Context Protocol) allowing OpenClaw to control Blender for 3D modeling, scene creation, and manipulation. Use when you need to interact with Blender, create 3D models, mod

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.

Delegate coding tasks to Cursor Agent CLI. Use when: (1) building/creating new features or apps, (2) reviewing PRs (spawn in temp dir), (3) refactoring large codebases, (4) iterative coding that needs

Optimize text-to-image prompts for Grok and similar image models. Use when the user wants better image generation prompts, poster prompts, competition-grade visual concepts, safer negative prompts, or

Route each incoming message to the right Bankr/OpenClaw model or to a zero-LLM path based on task type, risk, and cost. Use when you need per-message model selection, cost-aware routing, deterministic

Use when user asks to find, search, add, or install skills, or discover agent capabilities. Also triggers on 'install skills', 'add skills', 'is there a skill for X', 'find me a skill that does X', 's

Use when an OpenClaw user needs fast NBA opportunity scanning, NBA-only /fair pricing, or deep analysis of one specific Polymarket market or event in any domain, including politics, via prompts like /

Find nearby OpenClaw meetups and related AI/agent community events, summarize the best matches, and help with reminder or share-ready text. Use when the user asks about events near them, local meetups

用于分析 OpenClaw 中“某个 provider/模型为什么看起来没被用上”、主模型与 fallback 实际是否生效、以及 ClaudeCodeCLI 协作任务为何中断。遇到这些情况就应触发：用户提到“没请求打到 local-router”“明明注册了模型却没流量”“Agent 到底在用哪个模型”“fallback 有没有发生”“为什么日志里看不到候选切换”“code 143 / SIGT

Book locksmith services through Lokuli MCP. Use when user needs to find and book locksmith. Triggers on requests like "book a locksmith", "find locksmith near me", or any locksmith service request.

Keep an LLM agent's long-term memory healthy — the cure for context rot. Use when a memory store exists and the user wants to check or tidy it ("记忆体检", "整理记忆", "memory health", "memory cleanup", "dedu

Use this skill when the user wants to generate raster images through the imini image generation API, including text-to-image and image-guided generation with public image URLs. If the user does not sp

Debug failing Power Automate cloud flows using the FlowStudio MCP server. The Graph API only shows top-level status codes. This skill gives your agent action-level inputs and outputs to find the actua

Track daily nutrition intake, hydration, and energy balance against fat-loss, maintenance, or muscle-gain goals. Use when the user wants to log meals, water, or exercise, review daily calories and nut