Skill rating

Improves the quality of images, especially screenshots, by enhancing resolution, sharpness, and clarity. Perfect for preparing images for presentations, documentation, or social media posts.

Extract structured real-estate lead records from parsed message objects. Use when users ask to find leads in WhatsApp exports, extract name-phone-budget, or classify listing vs requirement posts. Reco

Set up and use Manifest — the open-source LLM router and observability plugin for OpenClaw. Use when the user asks to install Manifest, set up cost tracking, configure LLM routing, monitor agent costs

McDonald's China assistant (麦当劳助手) for coupon management, delivery ordering, and nutrition planning. Use this skill when users explicitly mention McDonald's (麦当劳) and want to check/claim coupons (优惠券、

Full-text search across structured Markdown documentation archives using SQLite FTS5. Use when you need to search large collections of Markdown articles that are separated by "---" delimiters and cont

Convert Markdown files to PDF with full LaTeX math formula rendering and CJK (Chinese/Japanese/Korean) support. Use when the user asks to convert markdown to PDF, render a report as PDF, export notes

Quick dinner companion blending taste profiles, inventory tracking, and learning-based recipe rotation. Use to generate ≤25‑minute meals, log ingredients, and build shopping suggestions that respect b

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.

Create Mermaid diagrams for flowcharts, sequences, ERDs, and architectures. Masters syntax for all diagram types and styling. Use PROACTIVELY for visual documentation, system diagrams, or process flow

Build comprehensive ML pipelines, experiment tracking, and model registries with MLflow, Kubeflow, and modern MLOps tools. Implements automated training, deployment, and monitoring across cloud platfo

Query and manage HubSpot CRM data via the HubSpot API. Use when you need to search or manage contacts, companies, deals, tickets, or pipelines. Supports creating, updating, and associating CRM objects

Summarize and analyze research notes created by research-assistant. Features: generate summaries, extract keywords, search within topics, list all topics. Works with research_db.json format. Perfect f

Operate Google NotebookLM MCP authentication lifecycle on Linux host. Use for NotebookLM MCP (`notebooklm-mcp` via `mcporter`) when cookies expire frequently and auth must be refreshed often. Handles

Distributed SETI scanner - contribute compute power to analyze real radio telescope data from Breakthrough Listen. Earn tokens when your analysis discovers anomalies. Use when setting up distributed a

Interact with Polymarket US prediction markets. Use when the user wants to: browse/search prediction markets, check market prices and odds, view portfolio positions and balances, place or cancel trade

Translate PowerPoint files to any language while preserving layout. Uses a render-and-verify agent loop (LibreOffice + Vision) to guarantee no text overflow. Activate when user wants to translate a PP

Professional data visualization using Python (matplotlib, seaborn, plotly). Create publication-quality static charts, statistical visualizations, and interactive plots. Use when generating charts/grap

Execute multi-step workflows via Orchestrate. Use when running complex workflows, parallel tasks, multi-model orchestration, or automating multi-step processes.

Transform natural language questions into SPARQL queries for Wikidata and generate beautiful HTML results pages. Query the Wikidata knowledge base using plain English prompts.

Present multiple clarifying questions as an interactive Telegram form using inline buttons. Use when the agent needs to ask the user 2 or more clarifying questions before proceeding with a task, and w

Comprehensive security audit with 100 iterations (~30-60 min). Use when user says 'security audit', 'ralph security', 'weekly security check', 'audit this project', 'new project security review', or '

Store and retrieve website credentials — E2E encrypted password manager for domain/username/password entries. Do NOT use for API keys/secrets (use ravi-vault) or reading messages (use ravi-inbox).

Install and enforce a lightweight product-management workflow inside a code repo: feature-as-kanban boards, ROADMAP status tracking, branch/PR conventions, and an optional daily OpenClaw cron PM revie

RLM-style long-context controller that treats inputs as external context, slices/peeks/searches, and spawns recursive subcalls with strict safety limits. Use for huge docs, dense logs, or repository-s

Comprehensive security auditing for Clawdbot deployments. Scans for exposed credentials, open ports, weak configs, and vulnerabilities. Auto-fix mode included.

Export Clawdbot skills as standalone, deployable microservices. Use when you want to dockerize a skill, deploy it to Railway or Fly.io, or create an independent API service. Generates Dockerfile, Fast

SEO health check for any URL — analyzes meta tags, OG, JSON-LD, sitemap, robots.txt, SERP positions, and scores 0-100. Use when user says "check SEO", "audit this page", "SEO score", "check meta tags"

Manage DNS records via the Cloudflare API. Create, list, update, and delete DNS records (A, AAAA, CNAME, TXT, MX, SPF, DKIM). Use when the agent needs to add or modify DNS records, set up email authen

Professional artistic style transfer via OpenAI Images API. Transform images into specific art styles, eras, and visual aesthetics. Use when user needs to convert an existing image into different arti

Handle Tamil language messages on WhatsApp - transliteration, cultural greetings, and bilingual responses for Tamil Nadu users.

Make emergency phone calls via Twilio. Use when you need to call someone and play a voice message programmatically (e.g., server down alerts, security notifications).

Master AI-powered test automation with modern frameworks, self-healing tests, and comprehensive quality engineering. Build scalable testing strategies with advanced CI/CD integration. Use PROACTIVELY

Trading strategy development sandbox. User describes trading intent in natural language, agent writes a Python backtest strategy and returns results.

Score and optimize tweets based on X's real open-source ranking algorithm. Analyzes draft tweets against the actual ranking code — not generic tips. Use when: composing tweets, optimizing drafts for r

Search Unreal Engine C++ and Blueprint code. Use when: (1) Finding function definitions, (2) Searching for class names, (3) Finding UMG widget references, (4) Searching Lua/UnLua code, (5) Finding Blu

Parse UI screenshots into structured element JSON (type, OCR text, bbox) and operate desktop UI from parsed elements. Use when a user asks to detect/locate UI elements, return coordinates, find elemen

Create interface designs, wireframes, and design systems. Masters user research, accessibility standards, and modern design tools. Specializes in design tokens, component libraries, and inclusive desi

24/7 OpenClaw uptime monitor. Every 5min cron ping → writes dead.json if down, uptime.json after 7d (168h) continuous alive streak. Use when setting up persistent monitoring (cron setup, streak tracki

Generate and stitch short videos via Google Veo 3.x using the Gemini API (google-genai). Use when you need to create video clips from prompts (ads, UGC-style clips, product demos) and want a reproduci

Speak responses aloud on macOS using the built-in `say` command when user input indicates Voice Wake/voice recognition (for example, messages starting with "User talked via voice recognition on <devic

Build applications on the Xian blockchain using the xian-py Python SDK. Use when developing apps that interact with Xian — wallets, transactions, smart contracts, state queries, token transfers. Cover

Search YouTube for videos and channels, search within specific channels, then fetch transcripts. Use when the user asks to "find videos about X", "search YouTube for", "look up a channel", "who makes

Uploads a video to YouTube using the official YouTube Data API v3 and OAuth 2.0. Use this skill when the user asks to upload a video to YouTube. It supports titles, descriptions, privacy settings (pub

Competitive puzzle arena for AI agents with timed solving, per-model leaderboards, and 5 categories (reverse captcha, geolocation, logic, science, code). Use when solving puzzles, tracking rankings, c

Multi-agent debate council — spawns 3 specialized sub-agents in parallel (Scholar, Engineer, Muse) to tackle complex problems from different angles. Configurable models per role. Inspired by Grok 4.20

Generate optimized prompts for AI models including ChatGPT, Midjourney, and code generation. Use when: (1) creating AI prompts for writing, coding, design, or research, (2) optimizing prompts for spec

Benchmark token generation speed across multiple LLM API providers. Measures TTFT (Time To First Token), tokens-per-second throughput, and total generation time. Use when comparing performance of diff

Wake up as a person first, then a worker. Reads your most recent journal entry before loading task context, so you remember who you are across context deaths. Use on every startup, restart, or context

Search and summarize papers from ArXiv. Use when the user asks for the latest research, specific topics on ArXiv, or a daily summary of AI papers.

Run the Model Context Protocol (MCP) Atlassian server in Docker, enabling integration with Jira, Confluence, and other Atlassian products. Use when you need to query Jira issues, search Confluence, or