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    OpenAPI Specs

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    Original Docs

    Real-time Synchronized Documentation

    Last sync: 01/05/2026 07:03:02

    Note: This content is mirrored from docs.openclaw.ai and is subject to their terms and conditions.

    OpenClaw Docs

    v2.4.0 Production

    Last synced: Today, 22:00

    Technical reference for the OpenClaw framework. Real-time synchronization with the official documentation engine.

    Use this file to discover all available pages before exploring further.

    Showcase

    Real-world OpenClaw projects from the community

    OpenClaw projects are not toy demos. People are shipping PR review loops, mobile apps, home automation, voice systems, devtools, and memory-heavy workflows from the channels they already use — chat-native builds on Telegram, WhatsApp, Discord, and terminals; real automation for booking, shopping, and support without waiting for an API; and physical-world integrations with printers, vacuums, cameras, and home systems.

    info

    **Want to be featured?** Share your project in [#self-promotion on Discord](https://discord.gg/clawd) or [tag @openclaw on X](https://x.com/openclaw).

    Videos

    Start here if you want the shortest path from "what is this?" to "okay, I get it."

    Full setup walkthrough

    VelvetShark, 28 minutes. Install, onboard, and get to a first working assistant end to end.

    Community showcase reel

    A faster pass across real projects, surfaces, and workflows built around OpenClaw.

    Projects in the wild

    Examples from the community, from chat-native coding loops to hardware and personal automation.

    Fresh from Discord

    Recent standouts across coding, devtools, mobile, and chat-native product building.

    PR Review to Telegram Feedback

    **@bangnokia** • `review` `github` `telegram`

    text
    OpenCode finishes the change, opens a PR, OpenClaw reviews the diff and replies in Telegram with suggestions plus a clear merge verdict. <img src="https://mintcdn.com/clawdhub/Z4ZVZr4crZjotfpS/assets/showcase/pr-review-telegram.jpg?fit=max&auto=format&n=Z4ZVZr4crZjotfpS&q=85&s=e2e5086d358bbdaefe9dbf778d9ce417" alt="OpenClaw PR review feedback delivered in Telegram" width="945" height="2048" data-path="assets/showcase/pr-review-telegram.jpg" />

    Wine Cellar Skill in Minutes

    **@prades\_maxime** • `skills` `local` `csv`

    text
    Asked "Robby" (@openclaw) for a local wine cellar skill. It requests a sample CSV export and a store path, then builds and tests the skill (962 bottles in the example). <img src="https://mintcdn.com/clawdhub/Z4ZVZr4crZjotfpS/assets/showcase/wine-cellar-skill.jpg?fit=max&auto=format&n=Z4ZVZr4crZjotfpS&q=85&s=dae000f52a743d02b5c6c0f991418bd6" alt="OpenClaw building a local wine cellar skill from CSV" width="1264" height="938" data-path="assets/showcase/wine-cellar-skill.jpg" />

    Tesco Shop Autopilot

    **@marchattonhere** • `automation` `browser` `shopping`

    text
    Weekly meal plan, regulars, book delivery slot, confirm order. No APIs, just browser control. <img src="https://mintcdn.com/clawdhub/GRmEr1Eswqv6yeL1/assets/showcase/tesco-shop.jpg?fit=max&auto=format&n=GRmEr1Eswqv6yeL1&q=85&s=95c4c7761894a007b9c44465b7639b0c" alt="Tesco shop automation via chat" width="1200" height="630" data-path="assets/showcase/tesco-shop.jpg" />

    SNAG screenshot-to-Markdown

    **@am-will** • `devtools` `screenshots` `markdown`

    text
    Hotkey a screen region, Gemini vision, instant Markdown in your clipboard. <img src="https://mintcdn.com/clawdhub/GRmEr1Eswqv6yeL1/assets/showcase/snag.png?fit=max&auto=format&n=GRmEr1Eswqv6yeL1&q=85&s=a5c3969fe734f3157e0411494143761a" alt="SNAG screenshot-to-markdown tool" width="1200" height="630" data-path="assets/showcase/snag.png" />

    Agents UI

    **@kitze** • `ui` `skills` `sync`

    text
    Desktop app to manage skills and commands across Agents, Claude, Codex, and OpenClaw. <img src="https://mintcdn.com/clawdhub/GRmEr1Eswqv6yeL1/assets/showcase/agents-ui.jpg?fit=max&auto=format&n=GRmEr1Eswqv6yeL1&q=85&s=ed5daf70938f9a5d5d4787dd77d086e0" alt="Agents UI app" width="1200" height="630" data-path="assets/showcase/agents-ui.jpg" />

    Telegram voice notes (papla.media)

    **Community** • `voice` `tts` `telegram`

    text
    Wraps papla.media TTS and sends results as Telegram voice notes (no annoying autoplay). <img src="https://mintcdn.com/clawdhub/GRmEr1Eswqv6yeL1/assets/showcase/papla-tts.jpg?fit=max&auto=format&n=GRmEr1Eswqv6yeL1&q=85&s=ddb4e93ba2b9e927601bbfef85a62d0e" alt="Telegram voice note output from TTS" width="1200" height="630" data-path="assets/showcase/papla-tts.jpg" />

    CodexMonitor

    **@odrobnik** • `devtools` `codex` `brew`

    text
    Homebrew-installed helper to list, inspect, and watch local OpenAI Codex sessions (CLI + VS Code). <img src="https://mintcdn.com/clawdhub/GRmEr1Eswqv6yeL1/assets/showcase/codexmonitor.png?fit=max&auto=format&n=GRmEr1Eswqv6yeL1&q=85&s=7b85a6c965ec9b86025364799cf208f1" alt="CodexMonitor on ClawHub" width="1200" height="630" data-path="assets/showcase/codexmonitor.png" />

    Bambu 3D Printer Control

    **@tobiasbischoff** • `hardware` `3d-printing` `skill`

    text
    Control and troubleshoot BambuLab printers: status, jobs, camera, AMS, calibration, and more. <img src="https://mintcdn.com/clawdhub/GRmEr1Eswqv6yeL1/assets/showcase/bambu-cli.png?fit=max&auto=format&n=GRmEr1Eswqv6yeL1&q=85&s=32e26dc500fb5362b20f15ba3d6f8658" alt="Bambu CLI skill on ClawHub" width="1200" height="630" data-path="assets/showcase/bambu-cli.png" />

    Vienna transport (Wiener Linien)

    **@hjanuschka** • `travel` `transport` `skill`

    text
    Real-time departures, disruptions, elevator status, and routing for Vienna's public transport. <img src="https://mintcdn.com/clawdhub/GRmEr1Eswqv6yeL1/assets/showcase/wienerlinien.png?fit=max&auto=format&n=GRmEr1Eswqv6yeL1&q=85&s=e3537da4b7623ed60c59ff3dd9323b43" alt="Wiener Linien skill on ClawHub" width="1200" height="630" data-path="assets/showcase/wienerlinien.png" />

    ParentPay school meals

    **@George5562** • `automation` `browser` `parenting`

    text
    Automated UK school meal booking via ParentPay. Uses mouse coordinates for reliable table cell clicking.

    R2 upload (Send Me My Files)

    **@julianengel** • `files` `r2` `presigned-urls`

    text
    Upload to Cloudflare R2/S3 and generate secure presigned download links. Useful for remote OpenClaw instances.

    iOS app via Telegram

    **@coard** • `ios` `xcode` `testflight`

    text
    Built a complete iOS app with maps and voice recording, deployed to TestFlight entirely via Telegram chat. <img src="https://mintcdn.com/clawdhub/z1rze3jgAe_GjVa5/assets/showcase/ios-testflight.jpg?fit=max&auto=format&n=z1rze3jgAe_GjVa5&q=85&s=a2f25bd70b7212d7ac392f36f957744f" alt="iOS app on TestFlight" width="675" height="1200" data-path="assets/showcase/ios-testflight.jpg" />

    Oura Ring health assistant

    **@AS** • `health` `oura` `calendar`

    text
    Personal AI health assistant integrating Oura ring data with calendar, appointments, and gym schedule. <img src="https://mintcdn.com/clawdhub/z1rze3jgAe_GjVa5/assets/showcase/oura-health.png?fit=max&auto=format&n=z1rze3jgAe_GjVa5&q=85&s=d4ab72597b8c282deb0d585f5abe2f51" alt="Oura ring health assistant" width="1051" height="1936" data-path="assets/showcase/oura-health.png" />

    Kev's Dream Team (14+ agents)

    **@adam91holt** • `multi-agent` `orchestration`

    text
    14+ agents under one gateway with an Opus 4.5 orchestrator delegating to Codex workers. See the [technical write-up](https://github.com/adam91holt/orchestrated-ai-articles) and [Clawdspace](https://github.com/adam91holt/clawdspace) for agent sandboxing.

    Linear CLI

    **@NessZerra** • `devtools` `linear` `cli`

    text
    CLI for Linear that integrates with agentic workflows (Claude Code, OpenClaw). Manage issues, projects, and workflows from the terminal.

    Beeper CLI

    **@jules** • `messaging` `beeper` `cli`

    text
    Read, send, and archive messages via Beeper Desktop. Uses Beeper local MCP API so agents can manage all your chats (iMessage, WhatsApp, and more) in one place.

    Automation and workflows

    Scheduling, browser control, support loops, and the "just do the task for me" side of the product.

    Winix air purifier control

    **@antonplex** • `automation` `hardware` `air-quality`

    text
    Claude Code discovered and confirmed the purifier controls, then OpenClaw takes over to manage room air quality. <img src="https://mintcdn.com/clawdhub/WzXuAzsQowQdKwV1/assets/showcase/winix-air-purifier.jpg?fit=max&auto=format&n=WzXuAzsQowQdKwV1&q=85&s=a77910b065b38e92708c04324834fab8" alt="Winix air purifier control via OpenClaw" width="1250" height="1760" data-path="assets/showcase/winix-air-purifier.jpg" />

    Pretty sky camera shots

    **@signalgaining** • `automation` `camera` `skill`

    text
    Triggered by a roof camera: ask OpenClaw to snap a sky photo whenever it looks pretty. It designed a skill and took the shot. <img src="https://mintcdn.com/clawdhub/vmrOTmbWLdVP3k8s/assets/showcase/roof-camera-sky.jpg?fit=max&auto=format&n=vmrOTmbWLdVP3k8s&q=85&s=dde43282cc50beb1a8c56e0b1552a3f8" alt="Roof camera sky snapshot captured by OpenClaw" width="1634" height="1225" data-path="assets/showcase/roof-camera-sky.jpg" />

    Visual morning briefing scene

    **@buddyhadry** • `automation` `briefing` `telegram`

    text
    A scheduled prompt generates one scene image each morning (weather, tasks, date, favorite post or quote) via an OpenClaw persona.

    Padel court booking

    **@joshp123** • `automation` `booking` `cli`

    text
    Playtomic availability checker plus booking CLI. Never miss an open court again. <img src="https://mintcdn.com/clawdhub/VGcqk3MWLWKDFKh4/assets/showcase/padel-screenshot.jpg?fit=max&auto=format&n=VGcqk3MWLWKDFKh4&q=85&s=60b9540952ac071131a38a84cf17914d" alt="padel-cli screenshot" width="568" height="269" data-path="assets/showcase/padel-screenshot.jpg" />

    Accounting intake

    **Community** • `automation` `email` `pdf`

    text
    Collects PDFs from email, preps documents for a tax consultant. Monthly accounting on autopilot.

    Couch potato dev mode

    **@davekiss** • `telegram` `migration` `astro`

    text
    Rebuilt an entire personal site via Telegram while watching Netflix — Notion to Astro, 18 posts migrated, DNS to Cloudflare. Never opened a laptop.

    Job search agent

    **@attol8** • `automation` `api` `skill`

    text
    Searches job listings, matches against CV keywords, and returns relevant opportunities with links. Built in 30 minutes using the JSearch API.

    Jira skill builder

    **@jdrhyne** • `jira` `skill` `devtools`

    text
    OpenClaw connected to Jira, then generated a new skill on the fly (before it existed on ClawHub).

    Todoist skill via Telegram

    **@iamsubhrajyoti** • `todoist` `skill` `telegram`

    text
    Automated Todoist tasks and had OpenClaw generate the skill directly in Telegram chat.

    TradingView analysis

    **@bheem1798** • `finance` `browser` `automation`

    text
    Logs into TradingView via browser automation, screenshots charts, and performs technical analysis on demand. No API needed — just browser control.

    Slack auto-support

    **@henrymascot** • `slack` `automation` `support`

    text
    Watches a company Slack channel, responds helpfully, and forwards notifications to Telegram. Autonomously fixed a production bug in a deployed app without being asked.

    Knowledge and memory

    Systems that index, search, remember, and reason over personal or team knowledge.

    xuezh Chinese learning

    **@joshp123** • `learning` `voice` `skill`

    text
    Chinese learning engine with pronunciation feedback and study flows via OpenClaw. <img src="https://mintcdn.com/clawdhub/VGcqk3MWLWKDFKh4/assets/showcase/xuezh-pronunciation.jpeg?fit=max&auto=format&n=VGcqk3MWLWKDFKh4&q=85&s=6b6cc3859b9a236ffd42bbbff4ea32a4" alt="xuezh pronunciation feedback" width="414" height="900" data-path="assets/showcase/xuezh-pronunciation.jpeg" />

    WhatsApp memory vault

    **Community** • `memory` `transcription` `indexing`

    text
    Ingests full WhatsApp exports, transcribes 1k+ voice notes, cross-checks with git logs, outputs linked markdown reports.

    Karakeep semantic search

    **@jamesbrooksco** • `search` `vector` `bookmarks`

    text
    Adds vector search to Karakeep bookmarks using Qdrant plus OpenAI or Ollama embeddings.

    Inside-Out-2 memory

    **Community** • `memory` `beliefs` `self-model`

    text
    Separate memory manager that turns session files into memories, then beliefs, then an evolving self model.

    Voice and phone

    Speech-first entry points, phone bridges, and transcription-heavy workflows.

    Clawdia phone bridge

    **@alejandroOPI** • `voice` `vapi` `bridge`

    text
    Vapi voice assistant to OpenClaw HTTP bridge. Near real-time phone calls with your agent.

    OpenRouter transcription

    **@obviyus** • `transcription` `multilingual` `skill`

    text
    Multi-lingual audio transcription via OpenRouter (Gemini, and more). Available on ClawHub.

    Infrastructure and deployment

    Packaging, deployment, and integrations that make OpenClaw easier to run and extend.

    Home Assistant add-on

    **@ngutman** • `homeassistant` `docker` `raspberry-pi`

    text
    OpenClaw gateway running on Home Assistant OS with SSH tunnel support and persistent state.

    Home Assistant skill

    **ClawHub** • `homeassistant` `skill` `automation`

    text
    Control and automate Home Assistant devices via natural language.

    Nix packaging

    **@openclaw** • `nix` `packaging` `deployment`

    text
    Batteries-included nixified OpenClaw configuration for reproducible deployments.

    CalDAV calendar

    **ClawHub** • `calendar` `caldav` `skill`

    text
    Calendar skill using khal and vdirsyncer. Self-hosted calendar integration.

    Home and hardware

    The physical-world side of OpenClaw: homes, sensors, cameras, vacuums, and other devices.

    GoHome automation

    **@joshp123** • `home` `nix` `grafana`

    text
    Nix-native home automation with OpenClaw as the interface, plus Grafana dashboards. <img src="https://mintcdn.com/clawdhub/VGcqk3MWLWKDFKh4/assets/showcase/gohome-grafana.png?fit=max&auto=format&n=VGcqk3MWLWKDFKh4&q=85&s=54321381a753f3c6964836d39bf0bdee" alt="GoHome Grafana dashboard" width="759" height="772" data-path="assets/showcase/gohome-grafana.png" />

    Roborock vacuum

    **@joshp123** • `vacuum` `iot` `plugin`

    text
    Control your Roborock robot vacuum through natural conversation. <img src="https://mintcdn.com/clawdhub/VGcqk3MWLWKDFKh4/assets/showcase/roborock-screenshot.jpg?fit=max&auto=format&n=VGcqk3MWLWKDFKh4&q=85&s=f8e73c82f3caf2e197cbc4f7a5942089" alt="Roborock status" width="435" height="685" data-path="assets/showcase/roborock-screenshot.jpg" />

    Community projects

    Things that grew beyond a single workflow into broader products or ecosystems.

    StarSwap marketplace

    **Community** • `marketplace` `astronomy` `webapp`

    text
    Full astronomy gear marketplace. Built with and around the OpenClaw ecosystem.

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