
Jetpack: Room, Navigation, WorkManager, DataStore, CameraX, Hilt injection, Paging 3
Manage and configure Amazon Virtual Private Cloud for creating isolated, customizable network environments in AWS.
Hypothesis formation, null/alternative, control/variant setup, randomization hash-based, stratification
Anthropic Claude API for AI models with tool use and extended context.
Privacy-first web search API with filters and snippet extraction.
Mistral AI API for models like large/medium/small, with function calling and code generation.
OpenAI API for GPT completions, function calling, assistants, embeddings, and more
xAI Grok API: OpenAI-compatible at api.x.ai/v1, grok-3/grok-3-mini for fast AI reasoning
Manages embedding pipelines for AI/ML models, including creation, optimization, and deployment.
Fine-tuning pre-trained machine learning models for specific tasks using transfer learning techniques.
MLflow is an open-source platform for managing the machine learning lifecycle, including tracking, packaging, and deploy
Implements Retrieval-Augmented Generation for AI models to fetch and use external knowledge.
Handles vector databases for efficient storage and querying of high-dimensional vectors in AI/ML applications.
Designs interactive AR/VR experiences using 3D modeling, spatial computing, and user interface optimization.
Advanced ARKit features for complex AR development including scene reconstruction and 3D object tracking on iOS.
--- name: visionos cluster: ar-vr description: "Operating system for Apple\'s Vision Pro headset, powering spatial computing and immersive AR/VR environments." tags: ["ar-vr","spatial-computing","apple-visionos"] dependencies: [] composes: [] similar_to: [] called_by: [] authorization_required: false scope: general model_hint: claude-sonnet embedding_hint: "visionos ar vr spatial computing apple headset" --- ## visionos ### Purpose This skill enables the AI to interact with visionOS, Apple's o
WebXR API enables web-based AR and VR experiences by accessing XR devices directly from browsers.
Foundry is a Rust-based toolkit for developing, testing, and deploying Ethereum smart contracts using Solidity.
IPFS is a peer-to-peer protocol for decentralized storage and sharing of files in a distributed network.
Develop and deploy secure smart contracts on blockchain platforms using Solidity and Web3 technologies.
Solidity is a statically-typed language for writing secure smart contracts on the Ethereum blockchain.
Perform digital forensics and incident response to detect, analyze, and mitigate cybersecurity incidents.
Analyzes indicators of compromise (IOCs) to detect and respond to cybersecurity threats.
Analyzes malware samples using static and dynamic techniques to detect threats and behaviors.
Monitors and analyzes security events and logs for real-time threat detection and incident response.
Integrate Azure AI Services, Azure OpenAI, and Cognitive Services.
Manage Azure Blob Storage, Data Lake, and storage account operations.
Manage virtual machines and compute resources on Google Cloud Platform's Compute Engine.
Julia: multiple dispatch, type system, metaprogramming, Pkg, scientific computing, GPU CUDA.jl
Python 3.12+: stdlib, async/await, dataclasses, type hints, venv/uv. FastAPI pandas numpy pydantic
Camera snapshot: capture from node cameras, face detection, save locally or upload
ClickUp: tasks, spaces, lists, docs, goals, dashboards, automation, time tracking, API
Notion: databases, pages, blocks API, templates, integrations, content management
DALL-E 3 image generation: text-to-image, variations, inpainting, size/quality/style control
Playwright MCP server: browser automation via MCP protocol, page interaction, form filling
Tavily: web search optimized for AI agents, answer synthesis, domain filtering, depth control
Cryptography: AES, RSA/ECC, SHA-256/Blake3, PKI/X.509, TLS, digital signatures, ZKP, quantum resistance
ML: supervised/unsupervised/RL, CNN/RNN/Transformer, training, evaluation, MLOps, LLM fine-tuning
dbt is a tool for transforming data in warehouses using SQL-based models, enabling testing and documentation.
Automates IT infrastructure configuration, application deployment, and orchestration using agentless YAML playbooks.
STUB — installed at ~/openclaw/skills/coding-agent/SKILL.md
STUB — installed at ~/openclaw/skills/skill-creator/SKILL.md
Develops AI algorithms for games, including pathfinding, decision trees, and machine learning integration.
Handles physics simulations in games, including collision detection, rigid body dynamics, and force applications.
--- name: unity cluster: game-dev description: "Develop interactive 2D and 3D games and simulations using Unity\'s C# based engine and ecosystem." tags: ["unity","game-engine","c-sharp"] dependencies: [] composes: [] similar_to: [] called_by: [] authorization_required: false scope: general model_hint: claude-sonnet embedding_hint: "unity game engine c-sharp 3d development scripting" --- # unity ## Purpose This skill allows an AI agent to develop interactive 2D and 3D games and simulations usin
Unreal Engine is a cross-platform game engine for creating high-fidelity 3D games and simulations using C++ and Blueprin
C/C++ for embedded systems: microcontrollers, IoT, resource optimization
Ubuntu Server 24.04 LTS: apt, user management, disk/filesystem, sysctl, log management
systemd: unit files, systemctl, journalctl, cgroup integration, socket activation, OpenClaw service
React Native+Expo (EAS), Flutter/Dart (Bloc/Riverpod), Capacitor, KMM — framework selection
XProtect, MRT, TCC privacy permissions, quarantine, code signing validation, security audit
SwiftUI: View, modifiers, @State/@Binding/@ObservedObject, @EnvironmentObject, animations, NavigationStack
Event-driven: Kafka/RabbitMQ, event sourcing, CQRS, pub/sub, dead letter queues, schema registry
Mobile: XCUITest, Espresso, Detox, Maestro, BrowserStack/Sauce Labs/Firebase Test Lab, screenshots
Root: testing pyramid unit/integration/e2e, TDD/BDD, coverage strategy, naming conventions
CSS: Grid/Flexbox, custom properties, animations, media queries, BEM, CSS Modules, :has/:is
Core Web Vitals, Lighthouse, bundle optimization, lazy loading, CDN, caching strategies
Clean/hexagonal architecture: ports/adapters, dependency inversion, use cases, entities, testability
Manages identity and access control for Google Cloud resources using IAM policies and roles.
Expertise in orchestrating and managing containerized applications at scale using Kubernetes.
Secrets/API key management via 1Password CLI (op). Vault items, service accounts, secret references
Skill for creating and editing 3D models using software like Blender for AR/VR applications.
Root A/B testing: experiment design, statistical significance, sample size power analysis, launch criteria
--- name: abtesting-analysis cluster: abtesting description: "Results: uplift calculation, significance interpretation, long-run effects, Simpson\'s paradox, novelty effect" tags: ["analysis","uplift","novelty-effect","decision"] dependencies: [] composes: [] similar_to: [] called_by: [] authorization_required: false scope: general model_hint: claude-sonnet embedding_hint: "ab test results analysis uplift novelty effect segment decision simpson" --- # abtesting-analysis ## Purpose This skill e
Mobile A/B: Firebase Remote Config, Optimizely, Statsig, app store experiments, staged rollout
Web A/B: feature flags LaunchDarkly/Unleash, cookie segmentation, Cloudflare Workers A/B, header routing
AI agent email: autonomous email management, classification, response drafting, scheduling
Manages AI gateway for routing, securing, and monitoring AI service requests in ML operations.
Open-source platform for authoring, scheduling, and monitoring data pipelines programmatically.
Implements algorithmic trading strategies using quantitative models and financial APIs for automated trading.
--- name: alpaca-api cluster: financial description: "Interact with Alpaca\'s API for stock trading and market data retrieval." tags: ["finance","api","stock-trading","alpaca"] dependencies: [] composes: [] similar_to: [] called_by: [] authorization_required: false scope: general model_hint: claude-sonnet embedding_hint: "alpaca api finance trading stocks market data" --- # alpaca-api ## Purpose This skill allows the AI to interact with Alpaca's API for executing stock trades, retrieving marke
Android root: SDK, activity/fragment lifecycle, permissions model, Material Design, Play Store
Jetpack Compose: @Composable, state hoisting, LazyColumn, Material 3, CompositionLocal, navigation-compose
Android: Gradle variants, signing, Google Play Console, Firebase App Distribution, Fastlane, bundletool
Kotlin for Android: ViewModel, LiveData/StateFlow, coroutines viewModelScope, Gradle KTS, KTX
Root SE architecture: system design, ADRs, trade-off analysis, tech stack selection
API architecture: REST design, versioning, HATEOAS, auth patterns, OpenAPI docs, gateway patterns
DB architecture: relational vs document vs graph vs vector, schema design, indexing, replication, sharding
DDD: bounded contexts, aggregates, entities, value objects, domain events, ubiquitous language
Microservices: decomposition, API gateway Kong/Traefik, service mesh Istio, circuit breakers, saga/outbox
General workflow automation: IFTTT-style triggers, webhook chains, data transformation pipelines
AWS CloudFormation is a service for modeling and provisioning AWS resources using YAML or JSON templates.
Orchestrate and manage Docker containers on AWS using Amazon Elastic Container Service for scalable applications.
AWS SageMaker is a fully managed platform for building, training, and deploying machine learning models with integrated
Orchestrate containerized workloads on Azure Kubernetes Service.
Configure Azure VNet, NSG, Load Balancer, and network topology.
Operate Azure SQL Database, Cosmos DB, and managed database services.
Deploy and manage Azure Virtual Machines, scale sets, and compute resources.
Test trading strategies on historical data to evaluate performance, risks, and profitability.
BluOS speaker control: play/pause/volume, multi-room audio, source selection, presets
Fundamental blue team skills for detecting threats, responding to incidents, and defending systems in cybersecurity.
Cross-channel routing: Signal/TG/Discord formatting, message vs sessions_send, broadcast, reactions
Introduces controlled failures to test and enhance system resilience in distributed environments.
OpenClaw workflow automation: multi-step task chains, conditional logic, triggers, schedule
Cloudflare API: DNS, Zones, Pages, Access, Workers, R2. Account ID: <your-account-id>
Dart 3: null safety, async/await, streams, isolates, Flutter integration, pub package manager
Data science meta: Python + R + Julia for ML, wrangling, visualization, statistical modeling, notebooks
Node.js 22+: async patterns, ESM, npm/pnpm, event loop, streams. Express Fastify Hono
R: data frames, tidyverse, ggplot2, statistical modeling, RMarkdown, Shiny, package development
Swift 6: async/await/actors/Sendable, generics, property wrappers, result builders, SPM, testing
TypeScript 5.x: strict mode, generics, decorators, mapped/conditional types, utility types, tsconfig
Web coding meta: JS/TS/Node for full-stack development
Cohere API for embeddings, RAG, reranking, and semantic search.
Cron job lifecycle: create, update, remove, debug, fix false positives, sanitize payloads
Root CS: theoretical foundations, problem classification, complexity theory
Concurrency: threads vs async, locks/mutexes/rwlocks, atomics, lock-free, actor model, STM, deadlock
Data structures: arrays, linked lists, trees BST/AVL/B-tree, heaps, hash tables, graphs, tries
OS: processes/threads/fibers, CFS scheduling, virtual memory, file systems, IPC, syscalls, POSIX
Manages metadata for data assets to enable discovery, governance, and lineage tracking in data engineering.
Ensures data accuracy, completeness, and consistency via validation, cleaning, and monitoring in data pipelines.
Specialized knowledge of DeFi protocols including smart contracts, tokens, and decentralized lending on blockchains.
Process data at the network edge near IoT devices to minimize latency and bandwidth
JavaScript library for interacting with Ethereum blockchain, including wallet management and smart contract calls.
Design and implement ETL pipelines for extracting, transforming, and loading data in data engineering workflows.
Generates and analyzes financial reports using data aggregation, visualization, and compliance tools.
ClaWHub skill discovery: search by capability, category, rating, compatibility, keyword matching
Analyzes game data metrics for player behavior tracking and performance optimization.
Deploy and manage serverless functions on Google Cloud Platform using Cloud Functions for event-driven applications.
Interact with Google Cloud Pub/Sub for scalable messaging and event-driven architectures.
Interact with Google Cloud Storage to manage buckets, objects, and access controls for scalable data storage.
STUB — installed at ~/openclaw/skills/gh-issues/SKILL.md
GIF search and retrieval: Giphy/Tenor API, keyword search, trending, reaction GIFs
Godot is an open-source game engine for 2D and 3D development using GDScript.
Google Gemini API for Pro/Flash/Ultra models with 1M token context.
Grafana is an open-source tool for creating dashboards to visualize and query metrics, logs, and traces from various dat
Enables real-time detection and tracking of hand gestures using computer vision in AR/VR environments.
Hardhat is an Ethereum development environment for compiling, testing, and deploying Solidity smart contracts.
STUB — installed at ~/openclaw/skills/healthcheck/SKILL.md
iMessage: send/receive messages, reactions, attachments, group chats via macOS Messages
iOS root: SDK, app lifecycle scene-based, permissions NSUsageDescription, HIG guidelines
iOS: Xcode Archive, TestFlight, App Store Connect, certificates, provisioning, Fastlane, Xcode Cloud
watchOS: WidgetKit complications, WatchConnectivity, SwiftUI on Watch, HealthKit, OpenClaw Watch extension
Secure IoT devices: firmware hardening, encrypted transport, strong auth, safe OTA updates
Framework for building applications with large language models and chains.
cgroups v2: memory limits per OpenClaw instance, CPU quotas, OOM protection, systemd slices
netplan/ip, ufw/nftables firewall, DNS, VPN Wireguard/Tailscale, inter-instance routing System76
OpenClaw gateway management: start/stop/restart/update, config patches, compaction tuning, agent management
Manages deployment, scaling, and monitoring of large language models in AI/ML operations environments.
Analyzes system and application logs to detect anomalies and security threats in blue-team operations.
System preferences, users, disk utility, SIP, Gatekeeper, FileVault, console logs
Keychain: security CLI, API key storage, certificates, codesigning, Secure Enclave
LaunchDaemons/LaunchAgents, plist, launchctl, login items, OpenClaw gateway service
Activity Monitor, Instruments, top/htop, memory pressure, thermal state, powermetrics, profiling
Analyzes financial market regimes to identify trends, volatility, and shifts in asset classes.
Root mobile: native vs cross-platform decisions, app store guidelines, mobile UX principles
Monday.com: boards, items, columns, automations, integrations, dashboards, timeline, API
Lightweight pub/sub protocol for efficient IoT communication and telemetry
Skill for creating, managing, and interacting with Non-Fungible Tokens (NFTs) on blockchain networks.
Obsidian knowledge base: vault management, plugins, wikilinks, daily notes, Dataview, graph view
Direct Obsidian vault manipulation: file creation/edit, template insertion, dataview queries, plugin API
CI/CD: GitHub Actions workflows, parallel sharding, flaky quarantine, junit XML/Allure, coverage gates
OpenXR is an open standard API for building cross-platform AR and VR applications with hardware abstraction.
Analyzes financial options using quantitative models like Black-Scholes for pricing and risk evaluation.
Order management: track orders, shipments, inventory, fulfillment — e-commerce integration
Advanced PDF v2: OCR, form extraction, table parsing, digital signatures, merge/split, annotation
macOS UI capture: screenshot, accessibility tree inspection, window listing, UI automation targeting
Perplexity Sonar API for real-time web answers, citations, and search-augmented LLM.
Prometheus is an open-source monitoring and alerting toolkit for collecting metrics from targets and generating alerts.
Crafting effective prompts for AI models to optimize outputs and performance.
Manages financial risks through quantitative analysis, modeling, and mitigation strategies.
ElevenLabs TTS: voice generation, voice cloning, audio output, streaming, voice library
Combining IoT sensor data using algorithms like Kalman filters for improved accuracy and reliability
Session history retrieval, audit trail, cross-session search, QMD session file queries
Writing and optimizing GLSL or HLSL shaders for real-time graphics rendering in game engines.
Music/song recognition via audio fingerprint: identify playing music, get metadata, Shazam-like
Distributed processing framework for large-scale data sets using in-memory computing.
Spotify playback: play/pause/skip/shuffle/repeat, playlists, search, device control, lyrics
Perf: k6 load/stress/spike, Locust Python, JMeter, load profiles, SLA, p50/p95/p99, flame graphs
Proactively detect and respond to advanced cyber threats using forensic tools and analytics in enterprise environments.
Twilio root: account management, API keys, sub-accounts, console, billing, rate limits, error codes
Admin: sub-account lifecycle, usage monitoring, number management, compliance SHAKEN/STIR TCR, audit logs
Phone intelligence: number validation, carrier lookup, caller ID, line type mobile/landline/VoIP, CNAM
SMS/MMS: send/receive, TwiML, webhooks, delivery receipts, opt-out, A2P 10DLC, short codes
Video rooms: group/P2P, recording composition, track publication, network quality API, bandwidth
Voice: outbound/inbound, TwiML, conferencing, recording, transcription, IVR Gather, SIP, BYOC
Develops XR applications using Unity for AR and VR, focusing on immersive interactions and cross-platform compatibility.
WhatsApp CLI: send/receive messages, media, groups, status, contacts via WhatsApp Web
Integrates blockchain wallets for secure cryptocurrency transactions and asset management.
Python library for interacting with Ethereum blockchain via Web3 protocols.
REST + GraphQL + tRPC API design: OpenAPI 3.1, auth JWT/OAuth2, rate limiting, pagination
Next.js 15: App Router, server actions, ISR/SSG/SSR, middleware, turbopack, Vercel deployment
PWA: service workers, Cache API, manifest, offline, background sync, push notifications
Tailwind CSS 4: utility classes, config, JIT, arbitrary values, darkMode, plugins, shadcn/ui
Vue 3: Composition API script setup, Pinia, Vue Router 4, SFCs, Vite, Nuxt 3
YouTube: video management, transcript extraction, channel analytics, comments, playlists, upload
Automatic skill update management: check for updates, diff, apply, rollback, version tracking
PDF processing: extraction, text mining, form filling, manipulation, OCR integration
Local Whisper: audio transcription, multi-language, word timestamps, speaker diarization
Local offline TTS: no API required, on-device inference, multiple voices, privacy-first speech
Trello: boards, lists, cards, labels, checklists, power-ups, webhooks, Butler automation
macOS Reminders: create tasks, due dates, priorities, lists, location-based, iCloud sync
Exa.ai semantic web search: neural search, crawl, contents extraction, highlights, date filtering
Rust: ownership/borrowing/lifetimes, traits, tokio async, anyhow/thiserror, cargo workspaces, unsafe
Google Maps/Places: directions, POI search, distance matrix, geocoding, business info, reviews
Todoist: tasks, projects, labels, filters, reminders, Karma, API, IFTTT/Zapier integration
Discord: bots (discord.py/discord.js), webhooks, channel management, embed messages, reactions
Google Gemini API: multimodal, long context (1M tokens), function calling, grounding, code execution
Proactive task initiation: monitor conditions, trigger actions without user prompting, autonomous ops
Linear: issue tracking, cycles, projects, roadmaps, Git integration, SLA tracking, API
Token/cost tracking across OpenClaw instances, usage analytics, model spend monitoring
OpenAI Whisper API: audio transcription, translation, structured output, large file handling
Terminal multiplexer: sessions, windows, panes, splits, attach/detach. Critical for Linux/System76 headless ops
Voice calling: outbound/inbound calls via Twilio PSTN, WebRTC, call recording, transcription
JavaScript ES2024+: DOM, fetch, promises, generators, WeakRef, Proxy, modern patterns
Things 3: task management, projects, areas, deadlines, repeating tasks, Things Cloud, URL scheme
Eight Sleep pod: temperature control, sleep schedules, sleep data, biometrics, smart home integration
Philips Hue: light on/off/color/brightness, scenes, groups, schedules, motion sensors, API v2
Build and deploy serverless event-driven functions on Azure.
Handles CI/CD pipelines for automated building, testing, and deployment using tools like Jenkins and GitHub Actions in D
AI text humanization: reduce AI-detection patterns, natural phrasing, tone adjustment
Implements 3D audio positioning and rendering for immersive AR/VR experiences.
Deployment: Cloudflare Pages/Workers, Vercel, Netlify, Docker, GitHub Actions CI/CD
--- name: arcore cluster: ar-vr description: "ARCore is Google\'s SDK for creating augmented reality experiences on Android using motion tracking and environmental und" tags: ["ar","android","augmented-reality"] dependencies: [] composes: [] similar_to: [] called_by: [] authorization_required: false scope: general model_hint: claude-sonnet embedding_hint: "ar core augmented reality android google sdk development" --- # arcore ## Purpose ARCore is Google's SDK for building augmented reality exp
Sonos speaker control: play/pause/volume/group/ungrouped, queue management, line-in, TTS inject
IoT protocols: Zigbee (mesh), Z-Wave (home), LoRaWAN (long-range), CoAP (lightweight), Matter (interoperable), Thread (I
Utilizes Snowflake for cloud-based data warehousing, enabling scalable SQL queries and analytics on large datasets.
Statistical analysis: t-tests, chi-squared, Mann-Whitney, p-values, CIs, Bonferroni/BH, Bayesian A/B
Neo4j graph database: schema management, CRUD, backup, Cypher queries via bolt protocol
Diagrams: C4 model, PlantUML, Mermaid, sequence diagrams, ERDs, infrastructure diagrams
Bear: markdown notes, tags, themes, export, cross-note linking, Bear API/URL scheme
Design and implement data lakehouse architectures for scalable big data storage and analytics.
HTML5: semantic markup, ARIA/WCAG accessibility, forms, Web Components, Shadow DOM, SEO
Manage and configure Amazon EC2 instances for scalable virtual servers and cloud computing resources.
Manage AWS Identity and Access Management for controlling user access and permissions to secure cloud resources.
Managed service for setting up, operating, and scaling relational databases in the AWS cloud.
Interact with AWS S3 for object storage, managing buckets, objects, and access controls.
Manage CI/CD pipelines, repos, and DevOps workflows on Azure DevOps and GitHub Actions.
Azure cloud operations orchestration and Microsoft Agent Framework integration hub.
Google Cloud's BigQuery is a serverless, fully managed data warehouse for running SQL queries on large datasets.
Deploy and manage stateless containers on Google's serverless platform for scalable web applications.
Manage and deploy containerized applications on Google Kubernetes Engine for scalable cloud-native orchestration.
Automate and manage Google Cloud Platform resources using Terraform for infrastructure as code.
Platform for building, deploying, and scaling machine learning models on Google Cloud.
Go 1.23+: goroutines, channels, interfaces, error handling, modules, testing, generics
Kotlin: coroutines, data classes, sealed classes, extension functions, Gradle, KMM multiplatform
Nim 2.x: macros, templates, compile-time, memory ARC/ORC, FFI, Nimble, systems programming
Ruby 3.x: blocks/procs/lambdas, metaprogramming, modules, bundler, gems, Rails, RSpec
Systems meta-skill: Rust + Nim + Go + C for low-level, memory safety, FFI, performance-critical code
macOS Notes app: create/update/delete notes, folders, search, attachments, iCloud sync
Content monitoring: new post detection, RSS feeds, web scraping triggers, change alerts
iMessage via BlueBubbles server: self-hosted iMessage bridge, Android/web access, API
OpenClaw Canvas: HTML/JS dashboard display on nodes, live reload, JS eval, screenshot capture
ClaWHub skills marketplace: browse, search, install, rate, review skills. https://clawhub.com
Food delivery: DoorDash/UberEats/Grubhub ordering, restaurant search, order status tracking
Google Workspace: Gmail, Calendar, Drive, Sheets, Docs, Meet — API access and management
Email client CLI: IMAP/SMTP, mailbox management, read/send/reply, attachment handling, folder ops
MCP server management: install, configure, bridge external tools, protocol handling
Gemini image generation/editing: Imagen 3, edit regions, style transfer, upscaling
Prompt + file bundling CLI for AI context preparation, repo packing, context optimization
Playwright web scraping: dynamic content, auth flows, pagination, data extraction, screenshots
Slack: channel management, apps/bots, incoming webhooks, slash commands, block kit messages
Video frame extraction and analysis: ffmpeg integration, scene detection, frame selection, batch processing
Compilers: lexing, parsing LL/LR/PEG, AST, semantic analysis, code gen LLVM, optimization, tree-sitter
Algorithms: sorting, searching, BFS/DFS/A*, dynamic programming, greedy, backtracking, Big-O
Formal methods: type theory HoTT/System F, logic, Hoare triples, TLA+, Coq/Lean verification
Networks: TCP/IP, HTTP/2/3, TLS 1.3, DNS, BGP, WebSockets, QUIC, socket programming
Cypher query language: MATCH CREATE MERGE DELETE path expressions BFS/DFS aggregations graph algorithms
Neo4j query interface for skill discovery — replaces flat skill injection, Cypher traversal
Content compression: intel briefings, session recaps, BLUF formatting, long document summarization
Apache Kafka is a distributed event streaming platform for real-time data pipelines and streaming applications.
Process continuous data streams in real-time using frameworks like Kafka and Flink for efficient data engineering.
Helm is a package manager for Kubernetes that allows defining, installing, and upgrading applications via charts.
Manages detection, analysis, containment, and recovery of security incidents in DevOps environments.
Provides standardized SRE runbooks for incident response and system maintenance in DevOps environments.
Tool for defining, provisioning, and managing infrastructure as code using declarative HCL configuration files.
Node pairing: approve/reject, nodes run/invoke, screen_record, camera_snap, location, System76 mgmt
Multi-instance delegation: route to A-H instances, fanout/aggregation, sessions_send/spawn, health checks
STUB — installed at ~/openclaw/skills/github/SKILL.md
STUB — installed at ~/openclaw/skills/weather/SKILL.md
Manages operational monitoring and compliance for FlowPatrol financial systems using automated tools.
Fetches and processes real-time financial market data for analysis and trading.
Manages investment portfolios with quantitative models, risk metrics, and optimization algorithms.
Handles audio processing in game engines for real-time sound effects, music, and spatial audio.
Algorithmic technique for generating game content like terrains and levels using noise functions and rules.
Open-source platform for Arduino microcontrollers in IoT and embedded projects
Integrate smart homes with Home Assistant, HomeKit, Google Home, Matter.
Cloud IoT platforms: AWS IoT Core, GCP IoT Core, Azure IoT Hub, fleet management
Compact Linux board for IoT, prototyping, and edge computing
Docker/Compose: Dockerfile, networking, volumes, container lifecycle, registry, security hardening
AppleScript, JXA, Shortcuts, Automator, osascript, System Events, accessibility API
Homebrew: formulae, casks, services, taps, PATH /opt/homebrew, pin versions, bundle
WiFi/Ethernet, DNS, proxy, VPN Tailscale, airport CLI, pfctl firewall
Xcode: CLI tools, simulators, signing, provisioning profiles, xcrun, xcodebuild, Instruments
macOS system overview and general orchestration
CoreData/SwiftData, CoreML, ARKit, CloudKit, StoreKit 2, HealthKit, CoreLocation, APNs push
Swift for iOS: UIKit/SwiftUI basics, Swift concurrency in iOS, Xcode project structure, targets
UIKit: UIViewController, UITableView/CollectionView, Auto Layout, programmatic UI, UIHostingController bridge
Cloud: serverless Lambda/CF Workers, edge, CDN, multi-region, HA patterns, IaC Terraform
Distributed systems: CAP, Raft/Paxos, eventual consistency, distributed transactions 2PC/SAGA, CRDTs
Design patterns: GoF 23 patterns, SOLID, DRY/YAGNI/KISS, composition vs inheritance, functional
Integration: API testing Supertest/httpx, test containers, service integration, contract testing Pact
E2E: Playwright browser automation/visual regression, Cypress, Selenium. POM, trace viewer, CI
Security test: DAST OWASP ZAP/Nuclei, SAST Semgrep/Bandit, Snyk/Trivy, detect-secrets/TruffleHog
Unit: Jest/Vitest, pytest, Go test/testify, RSpec, XCTest, JUnit5. Mocking, stubs, isolation
Unified: omnichannel SMS+WhatsApp+chat, conversation/participant/message management, webhooks
SendGrid: transactional email, templates Handlebars, event webhooks, suppression, SPF/DKIM/DMARC
Verify: 2FA SMS/voice/email, TOTP, phone verification, Verify Guard fraud prevention, SNA
WhatsApp Business: template messages, session messages, media, webhooks, opt-in management
React 19: hooks, context, suspense, server/client components, useActionState, compiler, React Query
OWASP Top 10, CSP, CORS, XSS/CSRF prevention, auth patterns, dependency scanning
WebAssembly: Rust/Go/C to WASM, wasm-bindgen, Emscripten, WASM Component Model
Root web development: project structure, tooling selection, deployment decisions
Investigates network traffic patterns to identify and mitigate security threats.
Implements networking for multiplayer games, handling protocols, latency, and synchronization.
Framework for defining and provisioning AWS cloud infrastructure using programming languages like TypeScript and Python.
Implements Security Orchestration, Automation, and Response for blue-team incident handling.
Java 21+: records, sealed classes, pattern matching, virtual threads Loom, Spring Boot 3, Maven/Gradle
Manage identity, access, and permissions with Microsoft Entra ID and Azure RBAC.
Session topology: discover alive sessions, specialization registry, steer/kill sub-agents, session keys
Root: language selection, paradigm guidance, code quality SOLID/DRY/YAGNI, PR standards
Analyzes volatile memory dumps to detect malware, rootkits, and security breaches in digital forensics.
Scalability: horizontal/vertical, load balancing, caching Redis/CDN, DB replicas, queue decoupling
CS math: discrete math, combinatorics, probability, linear algebra, calculus for ML, information theory
Deploys machine learning models to production using containers and orchestration tools.
AWS Lambda is a serverless computing service that executes code in response to events without managing servers.