Skill rating

Build incident response timelines and report packs from event logs. Use for detection-to-recovery reporting, phase tracking, and stakeholder-ready incident summaries.

Track bathroom events (pee/poop) via chat: start time, duration, color, pain, and Bristol stool scale. Generates weekly summaries and optional constipation reminders when no poop occurs past a thresho

Master modern GraphQL with federation, performance optimization, and enterprise security. Build scalable schemas, implement advanced caching, and design real-time systems. Use PROACTIVELY for GraphQL

Autonomous self-improving paper trading system for memecoins and prediction markets. Orchestrates multiple strategies with unified risk management, portfolio allocation, and continuous learning. TRIGG

Automated monitoring agent that watches an API scoreboard, detects milestones, writes findings to markdown, and alerts via file-based triggers. Use when you need an autonomous agent that monitors a sy

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, tr

Execute a cross-chain token swap via Uniswap's bridge infrastructure. Handles quoting, safety validation, bridge monitoring, and destination confirmation. Use when the user wants to swap tokens across

Firecrawl CLI for web scraping, crawling, and search. Scrape single pages or entire websites, map site URLs, and search the web with full content extraction. Returns clean markdown optimized for LLM c

Monitor OpenClaw Gateway health by detecting abnormal error rates in logs. Use when: (1) setting up Gateway error monitoring, (2) diagnosing repeated API failures (429, quota, timeouts), (3) user asks

Send transactional and marketing emails via Mailtarget API. Manage sending domains, templates, API keys, and sub-accounts. Use when the agent needs to send emails, manage email templates, configure se

All-in-one marketing engine combining growth strategy, content remixing, and trend monitoring. Drive growth with data-driven strategies, repurposed content across all platforms, and real-time trend an

Develop React Native, Flutter, or native mobile apps with modern architecture patterns. Masters cross-platform development, native integrations, offline sync, and app store optimization. Use PROACTIVE

Expert network engineer specializing in modern cloud networking, security architectures, and performance optimization. Masters multi-cloud connectivity, service mesh, zero-trust networking, SSL/TLS, g

Manage Node-RED instances via Admin API or CLI. Automate flow deployment, install nodes, and troubleshoot issues. Use when user wants to "build automation", "connect devices", or "fix node-red".

Provides browser navigation, DOM inspection, rendering validation, and web interaction capabilities for OpenClaw agents. Use when accessing webpages, validating browser compatibility, extracting conte

Expert cloud architect specializing in AWS/Azure/GCP multi-cloud infrastructure design, advanced IaC (Terraform/OpenTofu/CDK), FinOps cost optimization, and modern architectural patterns. Masters serv

Query cryptocurrency prices and market data via CoinGecko API. Use when: (1) checking current crypto prices, (2) viewing market cap rankings, (3) monitoring 24h price changes, (4) searching for specif

Construction project management toolkit for AI agents. Use when: (1) Tracking construction jobs through the full lifecycle from lead to paid, (2) Generating daily PM briefings on job status and pipeli

Crypto futures backtesting engine with built-in EMA, RSI, MACD, and Bollinger Band strategies. Fetches OHLCV data from any ccxt-supported exchange (Bybit, Binance, OKX, etc.), runs multi-strategy swee

Orchestrates software development by coordinating with Cursor Agent, managing git workflows, and ensuring quality delivery. Use when implementing development requirements, feature requests, bug fixes,

Incident response and forensics for agent workspaces. When something goes wrong — a skill behaves unexpectedly, files change without explanation, or another security tool flags an anomaly — triage ...

Generate a full Phoenix JSON API from an OpenAPI spec or natural language description. Creates contexts, Ecto schemas, migrations, controllers, JSON views/renderers, router entries, ExUnit tests with

Build Unity games with optimized C# scripts, efficient rendering, and proper asset management. Masters Unity 6 LTS, URP/HDRP pipelines, and cross-platform deployment. Handles gameplay systems, UI impl

Deploy containerized applications to Azure Container Apps using Azure Developer CLI (azd). Use when setting up azd projects, writing azure.yaml configuration, creating Bicep infrastructure for Contain

Expert database administrator specializing in modern cloud databases, automation, and reliability engineering. Masters AWS/Azure/GCP database services, Infrastructure as Code, high availability, disas

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

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 '

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

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

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

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

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

Bridge tokens from one chain to another without swapping. Simplified cross-chain transfer where the output token is the same as the input token. Use when the user wants to move tokens between chains.

Build scalable data pipelines, modern data warehouses, and real-time streaming architectures. Implements Apache Spark, dbt, Airflow, and cloud-native data platforms. Use PROACTIVELY for data pipeline

Develop native iOS applications with Swift/SwiftUI. Masters iOS 18, SwiftUI, UIKit integration, Core Data, networking, and App Store optimization. Use PROACTIVELY for iOS-specific features, App Store

Read Redmine issues from any Redmine server via REST API with configurable URL and credentials. Use when you need to fetch a single issue, list/filter issues, or inspect issue fields for change planni

Launch automated multi-skill pipeline that chains skills into a loop. Use when user says "run pipeline", "automate research to PRD", "full pipeline", "research and validate", "scaffold to build", "loo

Manage tasks and projects on a self-hosted Vikunja instance. Use when the user wants to create, view, complete, or manage tasks, check what's due or overdue, list projects, or get task notifications.

Design and implement adaptive testing systems using Item Response Theory (IRT). Use when working with computerized adaptive tests (CAT), psychometric assessment, ability estimation, question calibrati

Security monitoring and infrastructure health checks for OpenClaw agents. Run breach monitoring (HaveIBeenPwned), SSL certificate expiry checks, GitHub security audits, credential rotation tracking, s

Zero-touch Debian 13 VM deployment on VMware ESXi 8. Builds custom preseed ISO, creates NVMe+vmxnet3 VM with serial console, and runs unattended installation. Use when deploying Debian VMs on ESXi, au

Query real-time stock prices and market data using the Stock Prices API. Responses are in TOON format—decode with @toon-format/toon. Use when fetching stock quotes, analyzing market data, or working w

AI Agent Skill unit testing framework. A framework-agnostic toolkit for discovering, scaffolding, selecting, evaluating, and reporting on AI skills. Use this skill to assess skill quality before produ

Build high-performance async APIs with FastAPI, SQLAlchemy 2.0, and Pydantic V2. Master microservices, WebSockets, and modern Python async patterns. Use PROACTIVELY for FastAPI development, async opti

GoHighLevel CRM integration — manage contacts, pipelines, conversations (SMS/email/WhatsApp), calendars, appointments, and workflows through the GHL API v2. The definitive GHL skill for OpenClaw. Use

Build production ML systems with PyTorch 2.x, TensorFlow, and modern ML frameworks. Implements model serving, feature engineering, A/B testing, and monitoring. Use PROACTIVELY for ML model deployment,

End-to-end automated Music Video pipeline. Covers songwriting (lyrics/composition), Suno music generation (browser automation), lyrics alignment (stable-ts), video generation (Veo 3.1 via Vertex AI or

Fast security spot-check with 10 iterations (~5-10 min). Use when user says 'quick security check', 'pre-deploy audit', 'ralph quick', 'fast security scan', 'spot check before deploy', or 'daily secur

Download ebooks (epub/pdf) from Anna's Archive and upload them to MEGA automatically. Use when the user asks to download a book, find an ebook, search for a title on Anna's Archive/libgen, or add a bo