alphaonedev/openclaw-graph
213 skills15.1k installs1.3k starsGitHub
Install
npx skills add https://github.com/alphaonedev/openclaw-graphSkills in this repo
1Playwright ScraperThe playwright-scraper skill helps with Playwright web scraping: dynamic content, auth flows, pagination, data extraction, screenshots. Key workflows include playwright-scraper; Purpose; When to Use; Key Capabilities. Documented capabilities cover Dynamically load and interact with content using Playwright's browser control.; Manage authentication flows, such as logging in via forms or API tokens.; Handle pagination by navigating pages, clicking "next" buttons, or parsing URLs.; Extract data using selectors, with options for JSON output or file saves.; Capture screenshots or full-page PDFs for debugging or reporting.. Agents should invoke it when users ask about playwright scraper or mention triggers defined in the skill frontmatter. Follow the SKILL.md steps, reference files, and output formats rather than improvising outside documented scope. ### When to Use Use this skill for scraping sites with JavaScript-rendered content (e.g., React or Angular apps), sites requiring login (e.g., dashboards), handling multi-page results (e.g., search results), or capturing visual data (e.g., screenshots for verification). Avoid for static HTML sites where simpler tools like requests suffice..1.6kinstalls2Humanize Ai Texthumanize-ai-text is an OpenClaw-graph community skill that rewrites AI-generated text to reduce detectable AI patterns, improve natural phrasing, and adjust tone so output reads like human writing. The skill processes supplied copy through analysis and rewrite steps focused on subtlety, realism, and channel-appropriate voice rather than wholesale topic changes. Metadata tags the skill for humanize, text, ai, and writing workflows, with a claude-sonnet model hint and no authorization dependencies. Developers reach for humanize-ai-text after a draft exists from another AI workflow and before publishing README sections, landing pages, newsletters, or support articles that must not feel machine-generated. The skill fits technical writers and developer-marketers who already have substance but need a final natural-language pass. humanize-ai-text does not research topics, verify facts, or replace editorial strategy; it improves surface readability and detection resistance on provided input only.471installs3Gcp Iamgcp-iam is a cloud-gcp cluster skill in alphaonedev/openclaw-graph, part of a 312-skill graph-native OpenClaw workspace, that manages Google Cloud identity and access control. It delegates provisioning to official Google Cloud Python client libraries—google-cloud-python core plus service packages such as BigQuery, Storage, Pub/Sub, Cloud Run, and Vertex AI—while supplying architecture guidance on least privilege, Workload Identity Federation, cost modeling, and IaC trade-offs. Agents consult gcp-iam for service-account permissions, conditional bindings, policy simulation, and CI/CD access patterns alongside Vertex AI Agent Engine and ADK integration notes. Reach for gcp-iam when onboarding developers to GCP projects, scoping service accounts for Workers or agents, auditing bindings for compliance, or preparing Workload Identity Federation before automated deploys.433installs4Macos Automationmacos-automation is an agent skill in alphaonedev/openclaw-graph that automates tasks on macOS using AppleScript, JXA (JavaScript for Automation), Shortcuts, Automator, osascript, System Events, and the accessibility API. Key capabilities include executing AppleScript via osascript for Finder or Safari control, running JXA against macOS APIs, invoking Shortcuts programmatically, converting Automator workflows to scripts, and simulating keyboard or mouse input through System Events when apps lack CLI interfaces. The skill sits in the macos cluster within openclaw-graph's graph-native skill workspace and notes macOS permission requirements for accessibility and full disk access. Developers reach for macos-automation when automating repetitive file operations, controlling GUI-only macOS apps, wiring Shortcuts into dev or QA scripts, or maintaining local macOS dev environments without writing one-off shell hacks from scratch.278installs5Food OrderOpenClaw-graph food-order skill gives agents a focused playbook for building restaurant and delivery ordering backends: menus, modifiers, carts, checkout, and status updates. It accelerates ecommerce-style MVPs where teams need credible order lifecycle APIs without reinventing common food-service domain rules from scratch.252installs6Tavily Web SearchOpenClaw-graph Tavily web search skill standardizes how agents call Tavily for live web retrieval, parse ranked results, and feed them into reasoning or RAG pipelines. It reduces bespoke search glue code and gives builders a dependable pattern for up-to-date answers, source gathering, and research-heavy autonomous workflows.227installs7Algo Tradingalgo-trading from openclaw-graph supports building algorithmic trading backends—defining signals, risk controls, backtests, and execution paths—so agents can implement systematic market strategies via APIs, CLIs, and graph-driven automation.205installs8BacktestingOpenClaw-graph backtesting skill enables agents to design and run historical simulations for trading, allocation, or pricing strategies. It helps quantify drawdowns, returns, and parameter sensitivity so teams can reject weak approaches early and only promote strategies that survive realistic replay conditions.177installs9ClawflowsOpenClaw graph skill for authoring clawflows that orchestrate agent execution as structured graph workflows, enabling reusable multi-step automation, branching logic, and dependable autonomous task coordination during agent product builds.148installs10Embedded COpenClaw graph embedded C skill supporting firmware and hardware-adjacent development, helping teams implement reliable low-level integrations, manage constrained resources, and connect device logic to broader graph-based automation systems.145installs113d ModelingOpenClaw-graph skill for 3D modeling that helps agents author, iterate, and structure three-dimensional assets for games, SaaS product viewers, and rich marketing content. It focuses on practical mesh, material, and scene decisions so teams can move from concept to render-ready models without a dedicated DCC specialist on every task.139installs12Portfolio Managementportfolio-management is a skill for managing investment portfolios using quantitative models, risk metrics, and optimization algorithms. A developer uses it to rebalance portfolios, compute risk metrics like Value at Risk and Sharpe ratio, and run mean-variance optimization under constraints. It exposes a CLI and REST API and integrates market data and brokerage systems via webhooks.127installs13Market DataThis skill fetches and processes real-time and historical financial market data from APIs like Alpha Vantage or Yahoo Finance. A developer uses it for market monitoring in trading bots, financial dashboards, or data-driven apps that need live prices, historical series, or indicators like moving averages. It handles ingestion, normalization, and basic computations for stocks, ETFs, and forex, and requires a MARKET_API_KEY.115installs14Clawhubclawhub is an OpenClaw skill for interacting with the ClaWHub skills marketplace at clawhub.com. It lets an agent browse, search, install, rate, and review skills. The skill is registered in the Neo4j skill graph for discovery only and must be installed with clawhub install clawhub before use.108installs15Raspberry Piraspberry-pi is a skill that lets an AI agent operate Raspberry Pi devices over SSH for IoT and edge-computing tasks. It runs shell commands, controls GPIO pins via RPi.GPIO, installs packages with apt, and monitors system resources. A developer uses it when deploying sensors, running lightweight servers, or testing embedded applications on the board.102installs16Sensor Fusionsensor-fusion is a skill that combines noisy IoT sensor data using algorithms like Kalman and Extended Kalman filters to improve accuracy and reliability. It processes multiple sensor streams, applies state estimation, and outputs refined data as CSV or JSON. A developer uses it when merging redundant or inconsistent sensor readings in real time, such as GPS and accelerometer data.97installs17Nano Pdfnano-pdf is a skill for PDF processing including text extraction, text mining, form filling, manipulation, and OCR integration. A developer uses it in document pipelines to pull text from scanned PDFs, populate interactive forms, or merge and split files. It exposes both a CLI and an API and uses Tesseract for image-based PDFs.91installs18Financial ReportingThis skill generates and analyzes financial reports by aggregating data, creating visualizations, and checking compliance with standards like GAAP or IFRS. A developer or analyst uses it for quarterly summaries, annual audits, compliance checks, or ratio analysis of income statements and balance sheets. It exports to JSON, CSV, or PDF and integrates with accounting software. It matters for producing auditable, standards-compliant financial reporting.90installs19Find SkillsThis skill discovers skills in the ClaWHub registry by capability, category, rating, compatibility, and keyword. A developer uses it during project setup or skill prototyping to locate relevant skills to add to an agent's toolset. It exposes a CLI and REST search API that returns skill metadata for chaining into workflows. It matters for finding and wiring the right skills into AI agents.90installs20Home AutomationThis skill integrates smart-home platforms so an agent can control IoT devices programmatically. It connects to Home Assistant over REST, HomeKit via the HAP protocol, Google Home over OAuth, and Matter through bridge APIs. A developer uses it to read device state and run automations such as turning off lights on a schedule.90installs21Playwright Mcpplaywright-mcp is a skill that provides a Playwright-based MCP server for browser automation, controlling web pages via the MCP protocol. A developer uses it to navigate sites, interact with elements, and fill forms for web scraping, UI testing, or dynamic form submission. It launches Chromium or Firefox sessions and exposes CLI and HTTP endpoints to execute browser actions.90installs22Obsidian Directobsidian-direct is a skill for direct programmatic access to Obsidian vaults. A developer uses it to automate note-taking workflows: creating and editing files, inserting templates, running Dataview queries, and calling plugin APIs. It exposes a CLI and a REST endpoint and is aimed at scripts and CI/CD pipelines rather than manual editing.88installs23Twilio VoiceThis skill guides an agent through designing and operating Twilio Programmable Voice in production. It covers inbound and outbound call flows built with TwiML, IVR state machines, conferencing, call recording and transcription, and SIP Trunking with BYOC. A developer uses it when building a telephony subsystem that needs reliability and observability.87installs24Twilio WhatsappThis skill guides an agent through implementing Twilio WhatsApp Business messaging in production. It covers pre-approved template messages, 24-hour session messages, media attachments, webhook validation, and opt-in/opt-out compliance. A developer uses it when adding a WhatsApp messaging channel to an application.86installs25SummarizeThis skill performs content compression, including intel briefings, session recaps, BLUF formatting, and long document summarization. A developer uses it when a task involves condensing text into a shorter form. The SKILL.md is a thin stub describing purpose and match keywords only.81installs26ArduinoThis skill programs and manages Arduino microcontrollers for IoT and embedded projects, wrapping the arduino-cli to compile, upload, and interact with sketches on boards like the Uno or ESP32. It manages boards, cores, and libraries and handles serial communication for debugging. A developer uses it when building IoT prototypes such as sensor networks or actuator control. Optional Arduino Cloud calls use the ARDUINO_API_KEY environment variable.70installs27Automation WorkflowsThis skill automates workflows using IFTTT-style triggers, webhook chains, and data-transformation pipelines to route data between services. It supports conditional if-then logic and cron-style scheduling, configured through YAML files and run via the openclaw/claw CLI. A developer uses it to sync data between apps, respond to web events, or build custom processing pipelines. Sensitive values are supplied through the WORKFLOW_API_KEY environment variable.70installs28Codingcoding is a root OpenClaw skill for general software development guidance. It advises on language selection and programming paradigms, enforces code-quality principles such as SOLID, DRY, and YAGNI, and validates pull-request standards like atomic commits. Developers use it when writing new code, refactoring, or reviewing pull requests.70installs29Cs MathThis skill performs computer science math computations: discrete math, combinatorics, probability, linear algebra, and calculus for machine learning. A developer uses it to calculate probabilities in algorithms, solve linear systems for ML models, or compute gradients for loss functions. It accepts JSON operation parameters over CLI and API and returns results as JSON.70installs30Nano Banana Pronano-banana-pro is an OpenClaw ecosystem skill for Gemini image generation and editing. A developer uses it to generate or edit images with Imagen 3, including region edits, style transfer, and upscaling. It is registered in a Neo4j skill graph for discovery only and activated with clawhub install nano-banana-pro when needed.68installs31Risk Managementrisk-management is a skill that performs quantitative financial risk analysis through the OpenClaw API. It calculates metrics like Value at Risk, runs stress tests, and models market, credit, and operational risk. A developer uses it to assess portfolio exposure and generate mitigation strategies such as hedging or rebalancing.68installs32Proactive Agentproactive-agent is a skill that lets an agent monitor system conditions and autonomously trigger predefined actions without user input. A developer uses it for continuous oversight such as watching server metrics and reacting to thresholds, or firing workflows on events in production and CI/CD pipelines. It supports rule-based monitors, periodic or event-driven checks, and audit logging of triggered actions.67installs33Cron OpsA skill that manages the full lifecycle of OpenClaw cron jobs. It creates, updates, removes, and debugs scheduled jobs, fixes false positives from execution logs, and sanitizes payloads to prevent injection. A developer uses it to run and maintain repetitive scheduled tasks like backups, data syncs, and alerts.66installs34Godotgodot is a skill that helps an agent generate, debug, and optimize Godot game projects using GDScript. It covers the node-based scene tree, physics, animation, input handling, and exporting builds to platforms like HTML5, Windows, and Android. A developer uses it when building or modifying 2D and 3D games in the Godot engine.66installs35HealthcheckStub skill that delegates to an installed healthcheck skill at ~/openclaw/skills/healthcheck/. Use to verify service status within the OpenClaw agent workflow.66installs36Video FramesThis is a stub skill entry for video frame extraction and analysis using ffmpeg, including scene detection, frame selection, and batch processing. The entry is registered in the OpenClaw skill graph for discovery only and must be installed with clawhub install video-frames before use. It provides a description of when a task needs video frame capabilities but no implementation detail.66installs37Game PhysicsThis skill handles physics simulations for games, including collision detection, rigid body dynamics, and force applications. A developer uses it for platformers, simulations, or multiplayer worlds that need realistic object interactions. It integrates with engines like Unity or Godot and uses spatial partitioning such as quadtrees to optimize large scenes.65installs38Obsidianobsidian is an OpenClaw ecosystem skill for working with an Obsidian knowledge base. A developer uses it for vault management, plugins, wikilinks, daily notes, Dataview, and graph view. It is registered in a Neo4j skill graph for discovery only and activated with clawhub install obsidian when needed.65installs39Apple RemindersThis skill lets an agent create tasks in the macOS Reminders app with due dates, priorities, lists, and location-based triggers, using iCloud sync. It is a registry stub in the OpenClaw Neo4j skill graph and is not actually installed via the ClaWHub CLI. A developer would activate it on demand when a task needs Apple Reminders access.64installs40Coding PythonA coding skill that helps an AI assistant generate, debug, and optimize Python 3.12+ code. It covers async/await, dataclasses, type hints, FastAPI, pydantic, pandas, numpy, and venv/uv environments. A developer uses it for building APIs, data-handling scripts, and async services in Python.64installs41Coding WebA meta coding skill that helps an AI assistant with full-stack web development using JavaScript, TypeScript, and Node.js. It scaffolds apps, converts JS to TS, optimizes frontend code, debugs web errors like CORS, and generates database connection code. A developer uses it for building and maintaining web projects across frontend and backend.64installs42Ethers JsThis skill covers ethers.js, a JavaScript library for interacting with the Ethereum blockchain. A developer uses it to manage wallets, sign and send transactions, and call smart contracts in browser or Node.js dApps. It supports provider connections (HTTP, WebSocket, Infura), ABI-based contract reads and writes, and Ethereum utility functions. It matters as a lightweight alternative to Web3.js for Ethereum scripting.64installs43Gcp Terraformgcp-terraform is a skill that provides architecture guidance for automating and managing Google Cloud Platform resources with Terraform infrastructure as code. It advises on IaC approach trade-offs and pre-flight IAM requirements while delegating execution to the Google Cloud Python SDK. A developer consults it when writing Terraform to provision GCP resources.64installs44Notionnotion is an OpenClaw ecosystem skill for working with Notion databases, pages, and the blocks API. A developer uses it for templates, integrations, and content management in Notion. It is registered in a Neo4j skill graph for discovery only and activated with clawhub install notion when a task needs it.64installs45Malware AnalysisThis skill analyzes malware samples using static techniques like binary disassembly and YARA signature matching plus dynamic sandbox execution to detect threats and behaviors. A developer uses it during incident response, threat hunting, or reverse engineering when they have a file hash, binary, or capture and need automated analysis. It outputs JSON reports with indicators of compromise and can query external feeds like VirusTotal. It is invoked through the OpenClaw CLI/API and requires a MALWARE_API_KEY.63installs46Macos SecurityThis skill manages macOS security features including XProtect malware detection, MRT removal, TCC privacy permissions, quarantine attributes, code signing validation, and security audits. A developer uses it during system hardening, app deployment checks, privacy audits, or malware scans. It wraps tools like softwareupdate, tccutil, xattr, codesign, and the log command.62installs47Iot SecurityThis skill secures IoT devices through firmware hardening, encrypted transport, strong authentication, and safe over-the-air updates. A developer uses it to sign and harden firmware, enable TLS 1.3 with AES-256, enforce MFA via JWT tokens, and verify OTA update integrity with rollback. It targets device provisioning and firmware update workflows.61installs48Linux SystemdThis skill is a reference for managing systemd on Linux. It documents writing unit files, controlling services with systemctl, reading logs with journalctl, applying cgroup limits inside units, and setting up socket activation. A developer uses it to run a daemon or long-lived binary as a managed systemd service and monitor it.61installs49Openai Whisperopenai-whisper is a skill for local audio transcription using the OpenAI Whisper model, processing files on-device for privacy. A developer uses it to transcribe interviews, podcasts, or meetings with multi-language support, word-level timestamps, and optional speaker diarization. It documents the Whisper CLI and Python API and model-size tradeoffs.61installs50Cs AlgorithmsThis skill implements and analyzes computer science algorithms including sorting, searching, graph traversals, dynamic programming, greedy approaches, and backtracking, plus Big-O complexity analysis. A developer uses it to generate algorithm code, optimize search over large datasets, or analyze time complexity in performance-critical code. It provides CLI and Python API entry points for each algorithm family.60installs51DfirThis skill performs digital forensics and incident response (DFIR) to detect, analyze, and mitigate cybersecurity incidents. A developer or analyst uses it during active incidents like malware infections or data breaches, or for proactive threat hunting and post-incident review. It wraps tools like Volatility for memory analysis, Autopsy for disk forensics, and YARA for IOC matching. It matters for investigating breaches systematically and preserving evidence.60installs52Linux DockerThis skill is a reference for Docker and Docker Compose operations on Linux. It documents building images from Dockerfiles, configuring networks and volumes, managing container lifecycle, pushing and pulling from registries, and hardening containers with flags like --read-only and --cap-drop. A developer uses it when containerizing applications or deploying multi-service apps with Compose.60installs53Openai Image Genopenai-image-gen is an OpenClaw ecosystem skill for DALL-E 3 image generation. A developer uses it for text-to-image generation, variations, inpainting, and size, quality, and style control. It is registered in a Neo4j skill graph for discovery only and activated with clawhub install openai-image-gen when needed.60installs54Options Analysisoptions-analysis is a skill that prices financial options and evaluates their risk using quantitative models like Black-Scholes and binomial trees. A developer uses it in trading or risk-management workflows to compute option prices and Greeks such as delta and gamma from inputs like stock price, strike, volatility, and time to expiration. It exposes both a CLI and a REST API and supports batch and Monte Carlo risk evaluation.60installs55Auto Updater SkillThis skill automates update management for OpenClaw skills: checking for new versions, generating diffs, applying updates with conflict resolution, rolling back, and tracking version history. It runs through the openclaw CLI with dry-run and force flags. A developer uses it during routine maintenance or before and after deploying skill changes to keep versions consistent. It requires the OPENCLAW_API_KEY environment variable.59installs56Network Forensicsnetwork-forensics is a blue-team security skill that investigates network traffic to identify and mitigate threats. A developer or analyst uses it to parse PCAP files, detect anomalies such as SYN floods and port scans, and monitor live traffic during incidents or audits. It integrates with tcpdump, Zeek, and SIEM systems.59installs57Threat HuntingThis skill enables proactive detection and response to advanced cyber threats using forensic tools and analytics in enterprise environments. A developer or blue-team analyst uses it during threat investigations, IOC monitoring, and post-breach analysis. It covers memory forensics with Volatility, network analysis with Zeek, Elasticsearch queries, timeline generation with Plaso, and Sigma-rule correlation.59installs58Cs FormalThis skill applies formal methods in computer science: type theory (HoTT, System F), logic, Hoare triples, TLA+ model checking, and verification in Coq or Lean. A developer uses it to prove program correctness, detect concurrency bugs in distributed systems, or check code invariants in safety-critical code. It exposes verify, check-hoare, and model commands over CLI and API.58installs59Game AnalyticsThis skill analyzes game data metrics to track player behavior and optimize performance. A developer uses it to parse game logs, generate behavior reports like heatmaps, identify player drop-off, and predict churn with ML models. It exposes a CLI and REST API and outputs reports in CSV or JSON.58installs60Openclaw Adminopenclaw-admin is a skill for administering the OpenClaw gateway. A developer or operator uses it to start, stop, restart, and update the gateway, apply configuration patches, tune compaction settings, and manage agents. It exposes CLI commands and API endpoints authenticated with OPENCLAW_API_KEY for use in deployments and CI/CD.58installs61Voice CallThis is a stub skill entry for voice calling via Twilio PSTN and WebRTC, including call recording and transcription. The entry is registered in the OpenClaw skill graph for discovery only and must be installed with clawhub install voice-call before use. It states when a task needs voice-call capabilities but provides no implementation detail.58installs62Web Securityweb-security is an OpenClaw web-dev skill for implementing and auditing web security based on OWASP Top 10. It handles CSP and CORS configuration, XSS/CSRF prevention, JWT and session auth patterns, and dependency scanning of npm/yarn packages. A developer uses it during development, security audits, or deployments to catch injection risks and misconfigurations.58installs63Coding TypescriptA coding skill that helps an AI assistant write, debug, and optimize TypeScript 5.x code. It covers strict mode, generics, decorators, mapped and conditional types, utility types, and tsconfig configuration. A developer uses it for type-safe React or Node.js projects and migrating JavaScript to TypeScript.57installs64Gcp Storagegcp-storage is a skill that provides architecture guidance and cost modeling for managing Google Cloud Storage buckets, objects, and access controls. It delegates the actual object operations to the official Google Cloud Python client libraries. A developer consults it when planning GCS data storage, lifecycle policies, or bucket IAM.57installs65Twilio SmsThis skill helps engineers implement and operate Twilio Programmable Messaging (SMS/MMS) in production. A developer uses it to send and receive messages via webhooks, respond with TwiML, and track delivery via status callbacks. It also covers opt-out/STOP compliance, A2P 10DLC and toll-free verification, signature validation, retries, and idempotency.57installs66Web Cssweb-css is one skill in the OpenClaw agent's web-dev cluster. It generates, optimizes, and debugs CSS focused on Grid and Flexbox layouts, custom properties, keyframe animations, media queries, BEM naming, CSS Modules, and :has()/:is() selectors. A developer uses it when styling components in framework projects like React or Vue and wants efficient, browser-compatible output.57installs67Web Htmlweb-html is an OpenClaw web-dev skill that generates, edits, and optimizes HTML5 with a focus on semantic markup, ARIA/WCAG accessibility, forms, Web Components, Shadow DOM, and SEO meta tags. A developer uses it when building accessible web pages, dynamic forms, or custom encapsulated components. It can also enhance existing HTML by adding ARIA attributes.57installs68AgentmailThis skill lets an AI agent autonomously manage email, including classification, response drafting, and scheduling. A developer uses it for high-volume inboxes, automated customer support, or personal productivity workflows. It connects to providers such as Gmail or Outlook through OAuth and exposes classify, draft, and schedule operations via CLI and API.56installs69Coding AgentStub skill that delegates to an installed coding agent at ~/openclaw/skills/coding-agent/. Use when the OpenClaw graph needs automated code generation or editing.56installs70Coding Data Sciencecoding-data-science is an OpenClaw skill for data science tasks across Python, R, and Julia. It handles machine learning, data wrangling, visualization, statistical modeling, and notebook execution. Developers use it for exploratory analysis in Jupyter, training models with scikit-learn, or visualizing data with ggplot2.56installs71Cs NetworksThis skill handles computer network protocols and programming: TCP/IP, HTTP/2/3, TLS 1.3, DNS, BGP, WebSockets, QUIC, and socket operations. A developer uses it to establish connections in distributed systems, troubleshoot protocol issues, implement secure transfer with TLS, or optimize latency with QUIC. It provides Python and CLI code patterns for each protocol.56installs72Hand Trackinghand-tracking is a skill that enables real-time detection and tracking of hand gestures in AR/VR environments using computer vision. It supports hand pose estimation with up to 21 key points via MediaPipe Hands, gesture recognition (pinch, wave, swipe), and multiple camera inputs. A developer uses it to add gesture-based controls to AR/VR apps, games, or accessibility features.56installs73Iot ProtocolsThis skill interacts with IoT networking protocols including Zigbee, Z-Wave, LoRaWAN, CoAP, Matter, and Thread. A developer uses it to establish device connections, send and receive data payloads, configure gateways and fabrics, and bridge devices across protocols. It targets smart-home, industrial IoT, and long-range sensor scenarios.56installs74Linux NetworkingThis skill is a reference for Linux networking tasks. It documents IP configuration with Netplan, firewall management via UFW and nftables, DNS setup, Wireguard and Tailscale VPNs, and inter-instance routing. A developer uses it when configuring server networking, securing hosts with firewalls, or establishing VPN links between machines.56installs75Macos LaunchdThis skill manages macOS launchd services, including LaunchDaemons and LaunchAgents, using plist files and launchctl. A developer uses it to run a script on system boot, launch an app on user login, or keep a background gateway service running across reboots. It also covers loading, unloading, and monitoring services and validating plist syntax.56installs76Unity XrThis skill assists in developing XR applications with Unity for AR and VR. It covers the XR Interaction Toolkit for input, AR Foundation for plane detection, cross-platform build configuration, and performance profiling. A developer uses it when building AR/VR experiences like training simulations, 3D visualizations, or multiplayer VR games.56installs77Web Nextjsweb-nextjs is an OpenClaw web-dev skill for building and deploying Next.js 15 web applications. It covers the App Router, server actions, ISR/SSG/SSR rendering, middleware, Turbopack, and zero-config Vercel deployment, plus integrations like Prisma and NextAuth. A developer uses it for SEO-friendly React apps that need server-side logic.56installs78Coding RA coding skill that helps an AI assistant run R programming tasks for data manipulation, visualization, and analysis. It covers data frames, tidyverse and ggplot2, statistical modeling with lm(), RMarkdown reports, Shiny apps, and R package development. A developer uses it for data-science workflows and reproducible reporting.55installs79MobileThis skill helps with mobile app development by evaluating native versus cross-platform approaches, checking compliance with Apple App Store and Google Play guidelines, and applying mobile UX principles like touch-friendly designs. A developer uses it when starting a new mobile project, refactoring an app, or preparing an app submission to avoid rejections. It can generate platform-specific code snippets and requires an OPENCLAW_API_KEY.55installs80Mqttmqtt is a skill for interacting with the MQTT lightweight publish/subscribe protocol used in IoT telemetry. A developer uses it to publish sensor data or subscribe to device updates over a broker like Mosquitto or HiveMQ. It documents the Paho MQTT Python client, QoS levels, TLS, and reconnection handling.55installs81Prometheusprometheus is a skill for setting up the Prometheus open-source monitoring and alerting toolkit, which collects time-series metrics from targets over HTTP and triggers alerts. A developer uses it to monitor infrastructure, applications, and services in DevOps/SRE environments, for example tracking server health in Kubernetes or alerting on high error rates. It documents scrape config, PromQL queries, alerting rules, and integration with Grafana and Alertmanager.55installs82Session Logssession-logs is a skill for retrieving session history and audit trails across an agent's past conversations. It supports cross-session search and querying QMD session files. The SKILL.md is a thin registry stub with no commands or API documented.55installs83AndroidThis skill covers core Android development: SDK setup, activity and fragment lifecycles, the runtime permissions model, Material Design, and Play Store distribution. A developer uses it when initializing projects, debugging lifecycle events, requesting permissions, building responsive UIs, or automating Play Store uploads. It provides Java code snippets and adb/sdkmanager commands.54installs84Apple NotesThis skill describes automating the macOS Notes app: creating, updating, and deleting notes and folders, searching, handling attachments, and iCloud sync. A developer reaches for it when a task needs to read or write Apple Notes on macOS. The listing is a discovery stub registered in a Neo4j skill graph; it must be installed separately with clawhub install apple-notes before use.54installs85Coding JavascriptA coding skill that helps an AI assistant write modern browser JavaScript using ES2024 features. It covers DOM manipulation, the fetch API, promises and async/await, plus advanced patterns like generators, WeakRef, and Proxy. A developer uses it for interactive frontend web apps and API-driven client code.54installs86Gcp ComputeThis skill provides architecture guidance, cost modeling, and pre-flight IAM requirements for Google Compute Engine, which manages virtual machines and compute resources on GCP. A developer uses it to plan VM provisioning and cost optimization while the official Google Cloud Python client handles execution. It also covers Vertex AI integration patterns for AI workloads.54installs87Goggog is a discovery-only skill entry for Google Workspace API access covering Gmail, Calendar, Drive, Sheets, Docs, and Meet. It is registered in the ClaWHub skill graph but not installed, so it carries only a capability description and must be activated with 'clawhub install gog'. A developer would install it when a task needs Google Workspace integration.54installs88K8sThis skill orchestrates containerized applications with Kubernetes. A developer uses it to deploy and manage pods, services, and deployments via kubectl or YAML manifests, scale workloads, expose services, handle persistent storage, and manage secrets and config maps. It targets production cluster operations and microservices architectures.54installs89Macos KeychainThis skill is a reference for managing the macOS Keychain through the security CLI. It documents storing and retrieving generic passwords and API keys, handling certificates for codesigning, and interacting with the Secure Enclave for hardware-backed keys. A developer uses it to keep secrets out of scripts and fetch them at runtime, or to manage signing identities.54installs90Macos PerfThis skill monitors and profiles macOS system performance using native tools, focusing on CPU, memory, thermal, and power metrics. A developer uses it to diagnose high CPU usage, investigate memory leaks, profile resource-intensive processes, or analyze power consumption. It wraps tools like top, vm_stat, powermetrics, and Instruments.54installs91Android DeployThis skill automates Android app deployment, covering Gradle build variants, APK and AAB signing, Google Play Console uploads, Firebase App Distribution, Fastlane, and bundletool. A developer uses it to build, sign, and release apps in production or to set up CI/CD release pipelines. It documents signing schemes, Play API uploads, and Fastlane lanes.53installs92CsThis skill handles core computer science theory: theoretical foundations, problem classification, and complexity theory. A developer uses it to verify algorithm efficiency with Big O analysis, classify problems as P, NP, NP-complete, or undecidable, or explain fundamentals like finite state machines. It exposes CLI and API commands for complexity analysis and problem classification.53installs93Cs Data StructuresThis skill generates, manipulates, and optimizes code for core data structures: arrays, linked lists, trees (BST, AVL, B-tree), heaps, hash tables, graphs, and tries. A developer uses it when implementing data storage or manipulation, such as balanced trees for sorted data or O(1) hash-table lookups. It provides CLI commands and code snippets for each structure and operation.53installs94DiscordThis skill covers Discord automation: building bots with discord.py or discord.js, sending webhooks, managing channels, and posting embed messages and reactions. A developer uses it when a task requires Discord integration for a community or server. Note that the skill is registered in a skill graph for discovery only and is not installed by default.53installs95Gcp Cloud RunThis skill provides architecture guidance, cost modeling, and pre-flight IAM requirements for Google Cloud Run, a serverless platform for deploying stateless containers. A developer uses it to plan how to deploy scalable containerized web applications while the official google-cloud-run Python client handles execution. It also covers Vertex AI integration patterns for AI workloads.53installs96KafkaThis skill is a reference card that teaches an AI agent how to work with Apache Kafka, a distributed event streaming platform for real-time data pipelines. It documents topics, partitions, consumer groups, exactly-once semantics, and the kafka CLI plus Java producer and consumer APIs. A developer reaches for it when building event-driven services, log aggregation, or microservices messaging on Kafka.53installs97Linux AdminThis skill is a reference for administering Ubuntu Server 24.04 LTS. It documents apt package management, user account creation with useradd, disk and filesystem operations, kernel tuning via sysctl, and log queries with journalctl. A developer uses it when setting up, securing, or troubleshooting an Ubuntu server in production.53installs98MacosThis skill is a general reference for orchestrating tasks on macOS. It documents CLI file operations, service management with launchctl, system metrics via sysctl and top, AppleScript automation with osascript, and plist config handling. A developer uses it for macOS-specific automation like managing services, monitoring resources, or scripting Apple-only workflows.53installs99Macos BrewThis skill is a reference for Homebrew package management on macOS. It documents installing formulae and casks, managing background services, adding taps, pinning versions, and using a Brewfile with brew bundle for reproducible setups. A developer uses it to install dependencies in scripts, update tools in CI/CD, or configure a dev environment.53installs100Model Usagemodel-usage is an OpenClaw ecosystem skill for tracking token and cost usage across OpenClaw instances. A developer reaches for it to monitor model spend and produce usage analytics. It is registered in a Neo4j skill graph for discovery only and activated with clawhub install model-usage when a task needs it.53installs101Arch DiagramsThis skill generates, edits, and renders architecture diagrams using the C4 model, PlantUML, Mermaid, sequence diagrams, ERDs, and infrastructure diagrams. It runs via the openclaw CLI or API, turning text descriptions into diagram code or rendered SVG/PNG. A developer uses it when documenting architecture, planning system interactions, or preparing visuals for code reviews. It authenticates with the OPENCLAW_API_KEY environment variable.52installs102GithubStub skill that delegates to an installed GitHub integration at ~/openclaw/skills/github/. Use when the OpenClaw graph needs repository or pull request actions.52installs103Goplacesgoplaces is a discovery-only skill entry for the Google Maps/Places API, covering directions, POI search, distance matrix, geocoding, and business info and reviews. It is registered in the ClaWHub skill graph but not installed, so it carries only a capability description and must be activated with 'clawhub install goplaces'. A developer would install it when a task needs location or mapping data.52installs104Log AnalysisThis skill is a reference for analyzing system and application logs to detect anomalies and security threats in blue-team operations. It documents anomaly detection, signature matching for threats like SQL injection, parsing syslog and Apache formats, and generating severity-ranked reports. A developer uses it during forensic investigations, real-time monitoring, or post-incident security reviews.52installs105Ordercliordercli is a skill for order management that tracks orders, shipments, inventory, and fulfillment with e-commerce integration. The SKILL.md is a stub registered in the Neo4j skill graph for discovery only and is installed on demand via clawhub. A developer would use it when a task needs order-tracking or fulfillment capabilities.52installs106Peekaboopeekaboo is a skill for macOS UI capture that takes screenshots, inspects the accessibility tree, lists windows, and targets elements for UI automation. The SKILL.md is a stub registered in the Neo4j skill graph for discovery only and is installed on demand via clawhub. A developer would use it when a task needs macOS screen capture or UI-automation targeting.52installs107Siemsiem is a skill that monitors and analyzes security events and logs in real time for blue-team threat detection and incident response. It ingests logs from syslog, Windows Event Logs, and cloud APIs, applies Sigma or YARA detection rules, and correlates events. A developer uses it to investigate anomalies, generate alerts, and prioritize threats in high-volume environments.52installs108Songseesongsee is a skill for music and song recognition via audio fingerprinting, similar to Shazam. It identifies playing music and returns metadata. The SKILL.md is a registry stub: the skill is registered in the OpenClaw Neo4j skill graph for discovery only and must be installed with clawhub install songsee to activate.52installs109Unreal EngineThis skill assists with Unreal Engine development for 3D games and simulations using C++ and Blueprints. It covers cross-platform building with the Unreal Build Tool, rendering and physics, asset management, and multi-threaded performance. A developer uses it when building high-fidelity 3D games, simulations, or VR experiences.52installs110WacliThis is a stub skill entry for a WhatsApp CLI that sends and receives messages, media, groups, status, and contacts via WhatsApp Web. The entry is registered in the OpenClaw skill graph for discovery only and must be installed with clawhub install wacli before use. It states when a task needs WhatsApp CLI capabilities but provides no implementation detail.52installs111Web Deployweb-deploy is an OpenClaw web-dev skill that automates deploying web applications to Cloudflare Pages/Workers, Vercel, Netlify, Docker, and GitHub Actions CI/CD. It handles platform config files, build steps, and env-var secrets, and can wire deployments to trigger on GitHub pull requests or merges. A developer uses it to move from code commit to a live deployment or to stand up a CI/CD pipeline.52installs112Channel Bridgechannel-bridge is an OpenClaw skill for cross-channel messaging between Signal, Telegram, and Discord. It formats messages per platform, distinguishes simple sends from session-based routing, broadcasts to multiple channels at once, and forwards reactions across platforms. Developers use it to unify alerts and notifications across disparate messaging apps.51installs113Coding JavaA coding skill that helps an AI assistant write and debug modern Java 21+ code. It covers records, sealed classes, pattern matching, and Project Loom virtual threads, plus Spring Boot 3 applications built with Maven or Gradle. A developer uses it when working on enterprise-grade JVM backends that need current language syntax.51installs114Cross PlatformThis skill guides selecting a cross-platform mobile framework (React Native with Expo, Flutter with Bloc or Riverpod, Capacitor, or Kotlin Multiplatform Mobile) and setting up a project. A developer uses it when a project needs iOS and Android deployment from a shared codebase. It provides framework-choice heuristics, init commands, state-management setup, and platform-specific integration notes.51installs115Cs CompilersThis skill handles compiler tasks: lexing, parsing (LL/LR/PEG), building ASTs, semantic analysis, LLVM code generation, and optimizations, with Tree-sitter for real-time parsing. A developer uses it when developing compilers, analyzing source code, debugging parsers, or transpiling and static analysis. It exposes actions like parse, generate-llvm, and lex over CLI and API.51installs116DbtThis skill covers dbt, a command-line tool for transforming data in warehouses using version-controlled SQL models. A developer uses it to write, test, and document data transformations for warehouses like Snowflake, BigQuery, or Redshift. It supports incremental models, YAML-configured tests, and auto-generated documentation. It matters because it brings testing and version control to warehouse ETL.51installs117Grafanagrafana is a skill that helps build Grafana dashboards for visualizing and querying metrics, logs, and traces from data sources like Prometheus, Loki, and Elasticsearch. It covers alerting rules, the Grafana HTTP API, and provisioning, with CLI and curl examples. A developer uses it to set up real-time observability for infrastructure, applications, or services.51installs118Linux CgroupsThis skill is a reference for Linux cgroups v2 resource management. It documents setting memory limits (memory.max), CPU quotas (cpu.max), OOM protection, and systemd slices to isolate and cap per-process resource usage. A developer uses it when running multiple processes on a shared host and needs to enforce memory and CPU limits to prevent resource exhaustion.51installs119Ragrag is a skill that implements Retrieval-Augmented Generation so AI models can query external knowledge bases and fold the results into their responses. A developer uses it when an AI needs dynamic external data, such as querying a vector database for real-time information in question-answering or chatbots. It supports vector stores like Pinecone and FAISS, document chunking, relevance scoring, and embedding models.51installs120Smart Contractssmart-contracts is a skill for developing, compiling, deploying, and interacting with Solidity smart contracts on EVM-compatible blockchains. It uses Web3.js for on-chain calls, deploys via Hardhat, and integrates Slither for vulnerability detection. A developer uses it to build dApps, tokens, NFTs, or DeFi protocols on Ethereum.51installs121Twilio VerifyThis skill helps engineers implement and operate Twilio Verify (V2) in production for phone and identity verification. A developer uses it to build a send-then-check OTP pipeline over SMS, voice, email, or TOTP, and to add Fraud Guard risk scoring and Silent Network Authentication. It covers rate limiting, idempotency, E.164 normalization, and webhook-driven status handling.51installs122Web Reactweb-react is an OpenClaw web-dev skill for building dynamic React 19 applications. It covers hooks, context, suspense, server and client components, useActionState, the React compiler, and React Query for data fetching and state management. A developer uses it for new React projects needing modern hooks, server-side rendering with suspense, or React Query data handling.51installs123Android KotlinThis skill guides Kotlin-based Android development with ViewModel for state, LiveData or StateFlow for reactive data, coroutines scoped to viewModelScope, Gradle KTS build scripts, and KTX extensions. A developer uses it to build MVVM apps that manage UI state and run asynchronous work like network calls safely. It provides Kotlin snippets for ViewModels, coroutines, and observers.50installs124Arch CleanThis skill implements Clean Architecture and hexagonal patterns in a codebase: generating port interfaces, use-case classes, and adapters that enforce dependency inversion and separation of concerns. It runs via the openclaw CLI to scan and transform code for improved testability. A developer uses it when refactoring a monolith or starting a project that needs high testability. It requires the OPENCLAW_API_KEY environment variable.50installs125Coding NodeA coding skill that helps an AI assistant build Node.js 22+ server-side applications. It covers async patterns, ES modules, the event loop, streams, npm/pnpm, and the Express, Fastify, and Hono frameworks. A developer uses it for backend API creation, file handling, and real-time services in JavaScript.50installs126Cs CryptoThis skill implements cryptographic techniques for data security: symmetric and asymmetric encryption, hashing, PKI, TLS, digital signatures, zero-knowledge proofs, and quantum-resistant algorithms. A developer uses it to encrypt data, verify integrity, set up TLS, or sign transactions. It provides OpenSSL commands and Python code patterns for each operation.50installs127Data LakehouseThis skill designs and implements data lakehouse architectures that combine data lakes with warehouse features for scalable big-data storage and analytics on platforms like Delta Lake or Iceberg. A developer uses it for large-scale ingestion from S3 or Kafka, analytics workloads needing ACID and schema evolution, or Spark/Presto SQL over unstructured data. It provides CLI init/optimize commands, a REST API, and Spark code patterns.50installs128Defi ProtocolsThis skill provides knowledge of DeFi protocols, letting an agent interact with smart contracts, tokens, and decentralized lending on chains like Ethereum and Binance Smart Chain. A developer uses it for DeFi app development, smart contract auditing, token management, or integrating lending protocols like Aave and Compound. It covers Web3 provider setup, ERC-20/ERC-721 handling, and on-chain data queries. It matters for building and validating blockchain finance features.50installs129Fine TuningThis skill fine-tunes pre-trained machine learning models with transfer learning so they adapt to specific tasks like text classification or image recognition. A developer uses it when a pre-trained model and a custom dataset need adaptation rather than training from scratch. It runs through OpenClaw's AIMLOps framework via CLI or REST API and supports Hugging Face Transformers, TensorFlow, and PyTorch.50installs130FoundryFoundry is a Rust-based command-line toolkit for developing, testing, and deploying Ethereum smart contracts written in Solidity. A developer uses it to compile contracts, run unit tests with fuzzing and invariant testing, and deploy to testnets or mainnet. It supports EVM-compatible chains beyond Ethereum such as Polygon and integrates with CI/CD and dApp frontends.50installs131Game AiThis skill develops AI algorithms for games, including A* pathfinding, decision trees for NPC behaviors, and machine-learning integration via TensorFlow. A developer uses it to add NPC navigation, decision-making systems, or adaptive AI to a game. It runs through OpenClaw's CLI or API and integrates with engines like Unity and Unreal.50installs132Gcp Vertexaigcp-vertexai is a skill that provides guidance for building, deploying, and scaling machine learning models and LLM agents on Google Cloud Vertex AI. It maps agent, model-serving, and RAG capabilities to Vertex AI tools like Agent Engine, Model Garden, and Vertex AI Search. A developer consults it when designing ML or multi-agent workflows on Vertex AI.50installs133Macos AdminThis skill is a reference for macOS system administration. It documents managing system preferences, users and groups with dscl, disks with diskutil, security features SIP (csrutil), Gatekeeper (spctl), and FileVault (fdesetup), plus console logs. A developer uses it to automate macOS admin during deployment, manage user accounts, or troubleshoot security settings.50installs134Market RegimeThis skill analyzes financial market regimes to detect trends, volatility, and shifts across asset classes like stocks, bonds, and crypto. A developer uses it to evaluate market conditions before trades, assess portfolio risk, or backtest strategies. It classifies regimes using methods like moving averages and Bollinger Bands and requires at least one year of price data plus an OPENCLAW_API_KEY.50installs135Memory ForensicsThis skill analyzes volatile memory dumps using tools like Volatility to detect malware, rootkits, and security breaches in digital forensics investigations. A developer uses it during incident response for suspected breaches, when analyzing RAM dumps from compromised systems, or for proactive endpoint assessments. It parses dumps to extract processes, network connections, and injected code and supports multiple dump formats.50installs136Procedural Generationprocedural-generation is a skill that programmatically generates game content such as terrains and levels using noise functions and rule-based algorithms. A developer uses it to create dynamic, replayable worlds for roguelikes or infinite runners without manual design. It supports seed values for reproducibility and integrates with engines like Unity and Godot via CLI and API.50installs137Sre RunbooksThis skill provides standardized SRE runbooks for incident response and system maintenance in DevOps environments. A developer uses it during active incidents, routine maintenance, or onboarding to fetch and execute pre-defined procedures via an sre-cli tool or a REST API. It can generate checklists and integrate with monitoring tools to trigger runbooks on alerts.50installs138Web Pwaweb-pwa is an OpenClaw web-dev skill for building Progressive Web Apps. It manages service workers, the Cache API, the Web App Manifest, offline support, background sync, and push notifications so web apps become installable and reliable. A developer uses it when an app needs offline access or native-like behavior on mobile and desktop browsers.50installs139Abtesting DesignThis skill guides A/B test design, covering hypothesis formulation (null and alternative), control and variant group setup, hash-based randomization, and stratification. A developer uses it when planning experiments to compare website layouts, app features, or marketing campaigns. It aims to validate hypotheses with statistical rigor while minimizing bias.49installs140BlogwatcherThis skill monitors content sources for new posts using RSS feeds, web-scraping triggers, and change alerts. It is a registry stub in the OpenClaw Neo4j skill graph and is not actually installed via the ClaWHub CLI. A developer would activate it on demand when a task needs blog or feed monitoring.49installs141Brave Searchbrave-search is an OpenClaw skill that wraps the Brave Search web API for AI agents. It performs privacy-focused web queries with filters for safe search, language, and country, and extracts title, URL, and description snippets from JSON responses. Developers use it to fetch real-time web data inside agent workflows without user tracking.49installs142Coding Dartcoding-dart is an OpenClaw skill providing Dart 3 programming expertise. It covers null safety, async/await, streams, isolates, Flutter UI integration, and pub package management. Developers use it for Flutter mobile apps, concurrent processing, and asynchronous operations where null safety matters.49installs143Data QualityThis skill validates, cleans, and monitors data inside pipelines to catch accuracy, completeness, and consistency issues early. A developer uses it when building or maintaining ETL processes over large datasets or when onboarding new data sources that could introduce inconsistencies. It runs rule-based checks, applies cleaning transforms, and emits metrics and alerts for auditing. It matters because bad data upstream causes downstream errors.49installs144Game NetworkingThis skill implements multiplayer game networking, managing UDP and TCP protocols, minimizing latency, and synchronizing game state. A developer uses it when building multiplayer games such as online shooters or MMOs that need real-time communication and player synchronization. It supports NAT traversal, peer-to-peer connections, and bandwidth optimization through packet compression.49installs145Openai Apiopenai-api is a skill for direct access to the OpenAI API. A developer uses it to generate text and chat completions, call functions, manage assistants, and create embeddings for semantic search. It documents the endpoints, authentication via OPENAI_API_KEY, request payloads, and rate-limit handling.49installs146Sherpa Onnx Ttssherpa-onnx-tts is a skill for local, offline text-to-speech that runs on-device with no API required. It offers multiple voices with a privacy-first design. The SKILL.md is a registry stub: the skill is registered in the OpenClaw Neo4j skill graph for discovery only and must be installed with clawhub install sherpa-onnx-tts to activate.49installs147Sonosclisonoscli is a skill for controlling Sonos speakers, covering play/pause, volume, grouping and ungrouping, queue management, line-in, and TTS injection. The SKILL.md is a registry stub: the skill is registered in the OpenClaw Neo4j skill graph for discovery only and must be installed with clawhub install sonoscli to activate.49installs148Testing E2eThis skill covers end-to-end testing of web applications using Playwright, Cypress, and Selenium for browser automation, visual regression, and CI integration. A developer uses it to verify user flows and UI interactions, run cross-browser checks, and debug UI issues before deployment. It includes Page Object Model structure, tracing, and screenshot comparison patterns.49installs149Wallet IntegrationThis skill integrates blockchain wallets to enable cryptocurrency transactions, asset management, and key handling for networks like Ethereum and Bitcoin. It covers connecting via RPC or private keys, sending transactions with gas estimation, querying balances, and secure key storage including hardware wallets. A developer uses it when building dApps or scripts that need wallet connectivity.49installs150WebThis skill manages core web development setup: generating project structures, selecting tooling like React and Express, and making deployment decisions between options like Docker and serverless. A developer uses it when starting a new web project or deciding on a tech stack. It is scoped to general full-stack setup rather than specialized areas.49installs151Android JetpackThis skill integrates Android Jetpack components: Room for databases, Navigation for UI flows, WorkManager for background tasks, DataStore for preferences, CameraX for camera, Hilt for dependency injection, and Paging 3 for data loading. A developer uses it in apps with persistent storage, background processing, or hardware interactions. It provides Kotlin snippets and Gradle dependency setup.48installs152AnsibleThis skill covers Ansible, an open-source tool that configures infrastructure, deploys applications, and orchestrates tasks using agentless YAML playbooks over SSH. A developer uses it for repeatable infrastructure work such as provisioning servers, managing configuration across fleets, or deploying apps. It documents idempotent playbooks, modules, roles, ad hoc commands, and CI/CD integration.48installs153Blue Team Rootblue-team-root is an OpenClaw skill for defensive cybersecurity operations. It covers threat detection over network traffic, incident response such as isolating affected hosts, log analysis with the ELK stack, and vulnerability scanning. Developers use it when monitoring for anomalies, responding to a suspected breach, or hardening cloud and on-premise systems.48installs154Clickupclickup is an OpenClaw skill that wraps the ClickUp v2 API for project management automation. It manages tasks, spaces, lists, documents, goals, dashboards, and time entries programmatically. Developers use it to sync tasks with other apps, generate reports from ClickUp data, or auto-create tasks from events.48installs155Exa Web SearchThis skill performs semantic web searches using Exa.ai's neural engine, including crawling, content extraction, highlighting, and date filtering. A developer wires it into an AI agent when it needs contextual search beyond keyword matching, such as analyzing recent articles or aggregating web data. It calls the Exa.ai REST API and CLI. It matters for feeding real-time or historical web data into AI workflows.48installs156Flowpatrol OpsThis skill automates operational monitoring and compliance enforcement for FlowPatrol financial systems. A developer uses it to watch transactions in real time, detect anomalies, run compliance checks against rulesets such as PCI DSS or GDPR, and generate audit reports. It exposes a CLI and REST API and sends alerts by email or webhook on threshold breaches.48installs157Game AudioThis skill handles real-time audio processing in game engines, managing sound effects, music playback, and spatial audio. A developer uses it to add dynamic sound effects, mix audio layers, or implement 3D spatial audio for VR/AR games. It integrates with engines like Unity or Unreal and supports WAV, MP3, and OGG formats.48installs158Gcp FunctionsThis skill provides architecture guidance, cost modeling, and pre-flight IAM requirements for Google Cloud Functions, a serverless platform for event-driven applications. A developer uses it to plan serverless function deployment and triggers while the official Google Cloud Python client handles execution. It also covers Vertex AI integration patterns for AI workloads.48installs159HardhatProvides an Ethereum development workflow with Hardhat for compiling Solidity, running Mocha-based unit tests, and deploying contracts to networks like Goerli via ethers.js. A developer uses it when building, testing, or deploying Ethereum smart contracts and dApps.48installs160Incident ResponseThis skill manages the incident-response lifecycle in DevOps environments, covering detection, analysis, containment, and recovery. A developer uses it to scan logs and metrics for anomalies, isolate affected resources such as Kubernetes pods, and automate rollbacks or restores from backups. It integrates with monitoring and alerting tools like Prometheus and PagerDuty.48installs161Ios FrameworksThis skill helps build iOS apps using Apple's core frameworks for data, ML, AR, cloud sync, purchases, health, location, and push. A developer uses it to persist data with CoreData or SwiftData, run on-device models with CoreML, sync via CloudKit, handle in-app purchases with StoreKit 2, and register APNs notifications. It covers framework setup, APIs, and permission requirements.48installs162Ios SwiftThis skill assists with Swift-based iOS development covering UIKit and SwiftUI basics, Swift concurrency, and Xcode project structure. A developer uses it to generate view code, wrap async operations with async/await, and manage targets and schemes in an .xcodeproj. It also helps debug Swift errors and Xcode build issues.48installs163Macos NetworkingThis skill manages macOS networking components, including WiFi, Ethernet, DNS, proxies, Tailscale VPN, and the pfctl firewall. A developer uses it to troubleshoot connectivity, switch networks, set DNS servers, or enforce firewall rules through networksetup, airport, tailscale, and pfctl commands. It generates bash snippets for these tasks.48installs164Pdf 2pdf-2 is a skill for advanced PDF processing including OCR, form-field extraction, table parsing, digital signatures, merge/split, and annotation. A developer uses it to automate document workflows such as pulling data from scanned invoices or verifying signed legal documents. It exposes a CLI and REST API and uses the Tesseract engine for OCR.48installs165Soarsoar is a skill that implements Security Orchestration, Automation, and Response for blue-team incident handling. It runs YAML playbooks to alert, enrich, and remediate security incidents, integrating with SIEMs, firewalls, and threat intel via APIs. A developer uses it to automate containment and response in high-alert-volume environments.48installs166Spatial Audiospatial-audio is a skill that implements 3D audio positioning and rendering for immersive AR/VR experiences using Head-Related Transfer Function (HRTF) techniques. It positions sound sources in real time, supports occlusion and reverberation, and integrates with Unity and WebXR. A developer uses it when building virtual tours, games, or simulations where sound direction and distance matter.48installs167Twilio VideoThis skill guides an agent through designing, implementing, and operating Twilio Programmable Video in production. It covers creating Group and P2P rooms, minting access tokens with video grants, publishing and moderating tracks, server-side recording via Compositions, and using the Network Quality API. A developer uses it when adding WebRTC video calling to a multi-tenant application.48installs168Web3 PyThis skill uses the web3.py Python library to interact with the Ethereum blockchain via Web3 protocols. It covers connecting to nodes, managing accounts, signing transactions, estimating gas, and calling smart contracts by ABI. A developer uses it when building Python apps for blockchain analytics, dApps, or automated Ethereum scripts.48installs1691passwordThis skill describes secrets and API-key management through the 1Password command-line tool (op), including vault items, service accounts, and secret references. A developer reaches for it when a task needs to read or manage credentials from 1Password. The listing is a discovery stub registered in a Neo4j skill graph; it must be installed separately with clawhub install 1password before use.47installs170Android ComposeThis skill generates and manipulates Android UI using Jetpack Compose, a declarative toolkit. A developer uses it to build reactive interfaces with @Composable functions, state hoisting, LazyColumn lists, Material 3 theming, and navigation-compose. It also helps migrate existing XML layouts to Compose.47installs171ArchThis skill handles root software-architecture tasks: system design, generating Architecture Decision Records, trade-off analysis, and tech-stack selection. It runs through the openclaw CLI and outputs structured artifacts like ADR Markdown, diagrams, or JSON reports. A developer uses it at project kickoff, during refactoring, or when scaling a system. It requires an OPENCLAW_API_KEY environment variable for API calls.47installs172Camsnapcamsnap is an OpenClaw skill for capturing snapshots from node cameras. It supports face detection and can save images locally or upload them. The skill is registered in the Neo4j skill graph for discovery only and must be installed with clawhub install camsnap before use.47installs173Coding NimA coding skill that helps an AI assistant write Nim 2.x code for systems programming. It covers macros, templates, compile-time execution, ARC/ORC memory management, C/C++ FFI, and Nimble packaging. A developer uses it for low-level, performance-critical, or embedded work that needs metaprogramming.47installs174CypherThis skill executes Cypher queries against Neo4j graph databases, covering node matching, relationship creation, path traversals, aggregations, and graph algorithms like PageRank. A developer uses it when working with graph-structured data such as social networks or recommendation systems. It provides cypher-shell CLI and Python neo4j driver patterns, defaulting to a local bolt connection.47installs175Data CatalogThis skill manages metadata for data assets to enable discovery, governance, and lineage tracking in data engineering. A developer uses it during ETL processes, governance audits, or when building pipelines that need catalogued datasets and schemas. It provides a dcatalog CLI and REST API to register assets, search by tag or text, and record lineage.47installs176Edge ComputingThis skill processes data at the network edge near IoT devices to reduce latency and bandwidth by running computations close to data sources. A developer uses it for low-latency applications like real-time sensor analytics, autonomous vehicle processing, or smart-city monitoring. It deploys edge functions, aggregates data with MQTT or CoAP, and integrates with AWS IoT Core and Azure IoT Edge. It matters when transmitting raw data to central servers is inefficient.47installs177Geminigemini is a skill that interfaces with the Google Gemini API to enable multimodal inputs, long-context handling up to 1M tokens, function calling, grounding, and code execution. It provides request patterns, authentication via GEMINI_API_KEY, and error-handling guidance. A developer uses it to add Gemini-powered generation to chatbots, content analysis, or automated scripting.47installs178IpfsThis skill works with IPFS, a peer-to-peer protocol for decentralized file storage. A developer uses it to add files and reference them by content hash (CID), pin files locally, run the daemon, and connect peers over the DHT. It targets decentralized apps, blockchain data archiving, and NFT metadata storage.47installs179LinearThis skill teaches an AI agent how to interact with Linear's GraphQL API for issue tracking, cycles, projects, roadmaps, and SLA monitoring. It documents authenticated queries and mutations to create and update issues, and how to link Git commits to issues. A developer uses it to automate engineering-team workflows like creating issues from pull requests or flagging SLA breaches.47installs180Macos XcodeThis skill handles Xcode tasks on macOS for building, testing, and deploying iOS and macOS apps from the command line. A developer uses it to run xcodebuild, manage simulators via xcrun simctl, handle code signing and provisioning profiles, and profile apps with Instruments. It is aimed at CI/CD build automation rather than GUI Xcode use.47installs181MlflowThis skill covers MLflow, an open-source platform for tracking experiments, packaging ML models, and deploying them across the machine learning lifecycle. A developer uses it to record metrics and parameters per run, compare models, register them, and serve them as REST APIs. It applies to MLOps pipelines including hyperparameter tuning and cloud model deployment, and integrates with frameworks like scikit-learn, TensorFlow, and PyTorch.47installs182Model DeploymentThis skill automates deploying machine learning models to production using containers like Docker and orchestration tools like Kubernetes. A developer uses it to containerize a trained model, roll out zero-downtime updates after retraining, and autoscale serving based on traffic. It integrates with cloud providers like AWS EKS and Google GKE and with CI/CD tools like GitHub Actions and Jenkins.47installs183Openxropenxr is a skill for building AR and VR applications against the OpenXR open standard, which abstracts device specifics so one codebase runs on multiple headsets. A developer uses it when writing cross-platform XR apps that must handle instance creation, session management, controller input via action sets, and a graphics render loop. It documents the core API calls, extension setup for Vulkan or OpenGL, and event polling patterns.47installs184Orchestratororchestrator is a skill for multi-instance delegation across a distributed system, routing tasks to instances A-H and aggregating their responses. A developer uses it to fan out requests, spawn and send sessions, and run health checks when single-instance processing is not enough. It exposes CLI commands and REST endpoints for routing, fanout, session management, and instance health monitoring.47installs185Spotify PlayerThis skill describes Spotify playback control including play, pause, skip, shuffle, repeat, playlists, search, and device control. The SKILL.md states it is registered in a Neo4j skill graph for discovery only and is not actually installed. A developer would need to run 'clawhub install spotify-player' to activate any real capability.47installs186Twilio ConversationsThis skill helps engineers implement and operate Twilio Conversations in production, unifying SMS, WhatsApp, and in-app chat into one thread abstraction. A developer uses it to manage conversations, participants, and messages, and to wire up webhooks for delivery, read, and failure state. It also covers rate limits, idempotency, cost controls, and compliance such as STOP handling and 10DLC.47installs187Web Performanceweb-performance is an OpenClaw web-dev skill for optimizing web performance. It runs Lighthouse audits against Core Web Vitals, optimizes JavaScript bundles with Webpack, applies lazy loading, and configures CDN and caching strategies. A developer uses it for slow-loading pages or to improve load times before an SEO or production push.47installs188Cohere ApiA skill that integrates the Cohere API for AI text tasks. It covers generating embeddings, Retrieval-Augmented Generation, reranking results, and semantic search using Cohere's /embed, /generate, and /rerank endpoints. A developer uses it to add contextual retrieval and text-similarity features to chatbots and search apps.45installs189Xai Grokxai-grok is an OpenClaw skill for calling the xAI Grok API, an OpenAI-compatible service at api.x.ai/v1. It supports the grok-3 and grok-3-mini models for chat completions, reasoning, and text generation, and covers request payloads, authentication, and rate-limit handling. A developer uses it to integrate Grok inference into chatbots, code generation, or data-analysis features.45installs190EightctlThis skill controls an Eight Sleep pod: temperature control, sleep schedules, sleep data, biometrics, and smart-home integration. A developer uses it when a task requires Eight Sleep or smart-home automation. Note that the skill is registered in a skill graph for discovery only and is not installed by default.44installs191Arch DistributedThis skill analyzes, designs, and implements distributed-systems concepts: CAP theorem, consensus algorithms like Raft and Paxos, eventual consistency, distributed transactions (2PC and SAGA), and CRDTs. It generates code snippets and evaluates trade-offs through the openclaw CLI or SDK. A developer uses it when building scalable applications facing network partitions, such as microservices or distributed databases. It requires the OPENCLAW_API_KEY environment variable.39installs192Ios DeployThis skill automates iOS app deployment, from archiving with Xcode to uploading builds to TestFlight and App Store Connect. It manages certificates and provisioning profiles with Fastlane and integrates with Xcode Cloud for cloud builds. A developer uses it to run signing and beta or release distribution inside a CI/CD pipeline.39installs193Ios UikitThis skill builds iOS interfaces with UIKit, covering UIViewController lifecycle, UITableView and UICollectionView, Auto Layout, and programmatic UI without storyboards. A developer uses it to create views in code, wire up table data sources, apply constraints, and bridge SwiftUI views into UIKit apps via UIHostingController.39installs194Twilio EmailThis skill helps engineers implement, operate, and troubleshoot SendGrid (Twilio) transactional email in production. A developer uses it to send emails via the SendGrid v3 API, manage Dynamic Handlebars templates, process event webhooks with signature verification, and handle suppressions. It also covers SPF/DKIM/DMARC domain authentication, IP warming, and deliverability.39installs195Twilio LookupThis skill enables phone intelligence workflows using the Twilio Lookup v2 API: validating numbers, normalizing to E.164, and retrieving carrier, line type, and caller name data. A developer uses it to reject invalid numbers before sending SMS or Voice, route by line type, enforce geo policy, and enrich profiles for fraud scoring. It covers caching strategy and cost/latency tradeoffs of optional fields.39installs196Ai GatewayThis skill manages an AI gateway that routes, secures, and monitors AI service requests in ML operations. A developer uses it in production ML pipelines with multiple models to centralize routing, enforce security policies, and track latency and error metrics. It supports YAML route configs, JWT or API-key auth, load balancing with failover, and Kubernetes deployment.38installs197Arch PatternsThis skill applies software design patterns to code: the GoF 23 patterns, SOLID principles, and guidelines like DRY, YAGNI, KISS, and composition over inheritance. It generates code snippets, suggests refactorings, and validates designs for anti-patterns through the openclaw CLI or API. A developer uses it when structuring a new codebase or refactoring legacy code. It authenticates with the OPENCLAW_API_KEY environment variable.38installs198Chaos Engineeringchaos-engineering is an OpenClaw skill that introduces controlled failures into distributed systems to test and improve resilience. It injects faults such as network partitions, pod kills, and CPU stress, reports on system behavior including recovery time, and supports custom YAML experiments. Developers use it during testing phases and before production releases to validate high-availability setups.38installs199Coding KotlinA coding skill that helps an AI assistant generate, debug, and optimize Kotlin code. It covers coroutines for async work, data and sealed classes, extension functions, Gradle builds, and Kotlin Multiplatform Mobile. A developer uses it for Android apps and cross-platform projects with shared logic.38installs200Gcp Gkegcp-gke is a skill that gives an agent architecture guidance, cost modeling, and pre-flight IAM requirements for running containerized applications on Google Kubernetes Engine. It delegates all actual provisioning to the official Google Cloud Python client libraries. A developer consults it when selecting GCP services, estimating GKE cost, or setting up Workload Identity Federation.38installs201AirflowThis skill covers Apache Airflow, an open-source tool for authoring, scheduling, and monitoring data pipelines as Python DAGs. A developer uses it for recurring ETL, batch jobs, and workflows with task dependencies, especially at production scale. It explains operators, hooks, retries, the web UI, the REST API, and integrations with Spark, AWS, Postgres, and Kubernetes.35installs202Arch ApiThis skill designs, documents, and implements API architectures focused on REST principles, versioning, HATEOAS, auth patterns like JWT and OAuth2, OpenAPI specs, and gateway patterns. It runs via the openclaw CLI and can generate OpenAPI 3.0 YAML/JSON from code. A developer uses it when designing new RESTful APIs, migrating legacy APIs, or generating Swagger docs. It requires the OPENCLAW_API_KEY environment variable.35installs203Ar Vr DesignThis skill designs interactive AR/VR experiences by combining 3D modeling, spatial computing, and UI optimization for headsets. It imports and exports GLTF/OBJ models, performs room-scale mapping, and tunes rendering for devices like Oculus and HoloLens via the arvr-cli. A developer uses it for projects like virtual training simulations or AR product visualization, exporting outputs into Unity or Unreal. It authenticates with the ARVR_API_KEY environment variable.35installs204Cloudflarecloudflare is an OpenClaw skill for managing Cloudflare infrastructure through its API. It handles DNS records, zones, Pages sites, Access policies, Workers scripts, and R2 object storage. Developers use it to automate infrastructure tasks such as updating DNS during deployments, deploying edge Workers, or managing storage in CI/CD pipelines.35installs205Coding RustA coding skill that helps an AI assistant write safe, efficient Rust systems code. It covers ownership, borrowing, and lifetimes, traits, Tokio async, anyhow/thiserror error handling, Cargo workspaces, and unsafe blocks. A developer uses it for memory-safe, performance-critical services and CLI tools.35installs206Embedding PipelinesThis skill creates, optimizes, and deploys embedding pipelines for AI/ML models that turn data into vector embeddings for tasks like NLP or recommendation systems. A developer uses it to generate, fine-tune, or deploy embedding models, for example turning text into vectors for similarity search. It integrates with frameworks like Hugging Face or TensorFlow and supports batch and real-time processing. It matters for productionizing embedding-based ML.35installs207Gcp BigqueryThis skill provides architecture guidance, cost modeling, and pre-flight IAM requirements for Google BigQuery, a serverless data warehouse for SQL queries on large datasets. A developer uses it to plan BigQuery usage while delegating actual provisioning to the official google-cloud-bigquery Python client. It also covers Vertex AI integration patterns for AI and RAG workloads.35installs208Shader Programmingshader-programming is a skill that generates, optimizes, and debugs GLSL and HLSL shaders for real-time graphics in game engines. It writes vertex, fragment, and compute shaders and checks compatibility with OpenGL, Vulkan, and DirectX. A developer uses it when building visual effects, tuning GPU performance, or debugging shader code in Unity or Unreal.35installs209Testing IntegrationThis skill facilitates integration testing for APIs and services using Supertest, httpx, Testcontainers, and Pact. A developer uses it to verify API endpoints in a real environment, test service and database integrations, and enforce contracts between microservices. It supports containerized test environments and CI/CD regression testing.35installs210Testing PerformanceThis skill performs performance testing using k6, Locust, and JMeter to simulate load, stress, and spike scenarios. A developer uses it to measure p50/p95/p99 latency, enforce SLAs, and find bottlenecks before production. It supports distributed testing and flame graph generation for CPU and memory analysis.35installs211Web ApiThis skill designs and implements web APIs using REST, GraphQL, and tRPC. It covers OpenAPI 3.1 schemas, JWT and OAuth2 authentication, rate limiting, and pagination. A developer uses it when building backend services that expose API endpoints, such as an auth system or paginated data endpoint.35installs212Ios SwiftuiThis skill provides SwiftUI expertise for building declarative iOS interfaces. A developer uses it to create views, manage state with @State, @Binding, @ObservedObject, and @EnvironmentObject, add animations, and build navigation with NavigationStack, lists, and sheets. It targets new iOS apps, prototypes, or UIKit migrations.33installs213Web Tailwindweb-tailwind is an OpenClaw web-dev skill for building responsive, utility-first interfaces with Tailwind CSS 4. It covers utility classes, tailwind.config.js setup, JIT compilation, arbitrary values, dark mode, plugins, and shadcn/ui integration. A developer uses it for rapid styling of React or Vue apps and static sites while keeping CSS bundle size small.33installs