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OpenClaw Skills & Use Case Index

ClawIndex is an ecosystem-driven index of OpenClaw skills and real-world use cases.

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OpenClaw Skills & Use Case Index

Search and explore OpenClaw skills used in real production workflows

ClawIndex is an ecosystem-driven index of OpenClaw skills and real-world use cases. Browse, search, and reuse skills that developers are actually using.

Updated daily · Community curated · AI-search friendly

Search in:SkillsCases
Hot filters:AutomationDevOpsDataMonitoring

Real-world Use Cases

  • Uses the openclaw-nutrition skill with the Haver backend to accept meal text or images and write them into daily nutrition logs.

    Updated: 2026-03-25

  • Uses OpenClaw with the ai-podcast skill to convert PDF URLs into two-host podcast audio and return shareable listening links.

Featured Skills

  • ★ 297,260 · Updated 2026-02-09

    Create, edit, and verify skills using Test-Driven Development principles for process documentation

  • ★ 297,260 · Updated 2026-02-09

    Generate comprehensive implementation plans from specifications or requirements

  • ★ 297,260 · Updated 2026-02-09

    Run verification commands to confirm work completion before making success claims

  • ★ 297,260 · Updated 2026-02-09

    Establishes when and how to find and use skills before any response or action

  • ★ 297,260 · Updated 2026-02-09

    Creates isolated git worktrees with smart directory selection and safety verification

  • ★ 297,260 · Updated 2026-02-09

    Write failing tests first before implementing features or fixing bugs

Updated: 2026-03-24

  • OpenClaw Self-Improvement Loop: Turn Errors and Corrections into Reusable Workflow Memory

    Captures agent mistakes, user corrections, and missing capabilities in structured logs, then promotes recurring patterns into reusable OpenClaw workspace memory.

    Agent buildersPlatform engineersAutomation engineers
    continuous-improvementerror-learningworkflow-memoryprompt-governancesession-handoff
    automation-integration

    Updated: 2026-03-23

  • OpenClaw Automated Business Report Aggregation: Multi-Source Data Collection and Scheduled Distribution

    Automated multi-source business intelligence report generation with scheduled delivery to communication channels.

    Business operations managersData analystsStartup founders
    report-automationdata-aggregationscheduled-tasksbusiness-intelligencemulti-source-integration
    operations

    Updated: 2026-03-22

  • RosClaw for OpenClaw: Natural-Language ROS2 Robot Control from Messaging Apps

    Connects OpenClaw to ROS2 via RosClaw so chat messages can trigger robot actions, sensor reads, and streamed feedback through a messaging interface.

    Robotics developersRobot operatorsAutomation engineers
    robot-controlros2-integrationmessaging-appsnatural-language-controlremote-operations
    automation-integration

    Updated: 2026-03-22

  • Agent Ruler for OpenClaw: Approval Gates and Audit Receipts for Safer Agent Workflows

    Runs OpenClaw behind Agent Ruler to confine workspace actions, gate risky boundary crossings, and surface approvals plus receipts in a local control panel.

    Platform engineersSRE teamsSelf-hosted operators
    approval-gatesaudit-trailsecurity-governancetelegram-bridgeprompt-injection-defense
    operations

    Updated: 2026-03-22

  • DevClaw: Turn OpenClaw into an Autonomous Multi-Project Development Team

    Converts Telegram groups into isolated development teams that autonomously execute GitHub/GitLab issues through role-based workers (Junior/Medior/Senior), session reuse, and token-free scheduling.

    Solo developersSmall development teamsAI platform engineers
    autonomous-developmentmulti-project-pipelinegithub-integrationtoken-optimization
    engineering

    Updated: 2026-03-20

  • OpenClaw Email Copilot: Inbox Zero, Meeting Notes, and Reply Drafts

    Connects Gmail or AgentMail inboxes to OpenClaw so the agent can triage inbound communication, summarize threads, extract action items, and draft replies for human review.

    Support leadsCustomer success teamsFounders
    inbox-zeroemail-triagemeeting-notesreply-draftingcustomer-communication
    support-success

    Updated: 2026-03-20

  • OpenClaw Automated Prediction Market Trading: Polymarket Bot with 115K Weekly Returns

    Automated trading system for prediction markets that scans opportunities, analyzes news/social sentiment, executes trades via CLOB orders, and manages positions with risk controls.

    Quantitative tradersAlgorithmic trading developers
    prediction-marketsautomated-tradingarbitragerisk-managementllm-reasoning
    automation-integration

    Updated: 2026-03-19

  • OpenClaw for Product Managers: AI Copilot for Sprint Reviews, Documentation, and Competitive Intel

    Configures OpenClaw as a personalized PM copilot running continuous background tasks for sprint review automation, feedback processing, and documentation generation.

    Product managersStartup founders
    product-managementworkflow-automationcompetitive-intelligencesprint-automation
    product-growth

    Updated: 2026-03-19

  • OpenClaw Multi-Agent Orchestration: 14+ Specialist Agents with Parallel Execution

    Configures a multi-agent orchestration system with specialized agents, session-based delegation, sandboxed execution, and parallel task routing to automate complex workflows.

    Platform engineers building AI teamsDevOps teams
    multi-agentorchestrationparallel-executionsandboxingagent-routing
    automation-integration

    Updated: 2026-03-18

  • OpenClaw Home Assistant Add-on: Self-Hosted AI Gateway for Smart Home Automation

    Installs OpenClaw as a Home Assistant Add-on to provide AI agent capabilities including browser automation, OpenAI-compatible API, and remote gateway access within the Home Assistant ecosystem.

    Smart home automation enthusiastsHome Assistant users
    home-assistantsmart-homebrowser-automationai-gatewaycontainerized-add-on
    automation-integration

    Updated: 2026-03-18

  • ⚙ Write failing test first⚙ Verify test fails correctly⚙ Write minimal implementation code
  • systematic-debugging - Systematic Debugging for Root Cause Analysis
    debuggingroot-cause-analysissystematic-approachquality-assurance

    ★ 297,260 · Updated 2026-02-09

    Find root causes of bugs and failures before attempting fixes

    ⚙ read error messages⚙ reproduce issues consistently⚙ check recent changes
  • subagent-driven-development - Subagent-Driven Development for Plan Execution
    subagentdevelopmentplan executioncode review

    ★ 297,260 · Updated 2026-02-09

    Execute implementation plans by dispatching fresh subagents for each task with two-stage review

    ⚙ dispatch implementer subagent⚙ dispatch spec reviewer subagent⚙ dispatch code quality reviewer subagent
  • requesting-code-review - Requesting Code Review
    code-reviewdevelopmentquality-assurancegit

    ★ 297,260 · Updated 2026-02-09

    Dispatch code-reviewer subagent to catch issues before they cascade.

    ⚙ dispatch code-reviewer subagent⚙ provide git SHAs⚙ fill review template
  • receiving-code-review - Technical code review reception and verification
    code-reviewdevelopmenttechnical-validationsoftware-process

    ★ 297,260 · Updated 2026-02-09

    Process code review feedback with technical verification before implementation

    ⚙ read code review feedback⚙ restate technical requirements⚙ verify against codebase
  • finishing-a-development-branch - Complete Development Branch Workflow with Structured Options
    gitversion-controlworkflowdevelopment

    ★ 297,260 · Updated 2026-02-09

    Guide completion of development work by presenting structured options for merge, PR, or cleanup after implementation is complete

    ⚙ run test suite⚙ determine base branch⚙ present completion options
  • dispatching-parallel-agents - Dispatch parallel agents for independent problem domains
    dispatchingparallel-processingagent-managementproblem-solving

    ★ 297,260 · Updated 2026-02-09

    Parallel dispatch of agents for multiple independent failures

    ⚙ Identify independent problem domains⚙ Create focused agent tasks⚙ Dispatch agents in parallel
  • View all cases ->
    OpenClaw AI Nutrition Analysis: Log Meal Photos with Haver
    Nutrition coaches
    Health-conscious users
    Wellness product teams
    food-photo-analysis
    nutrition-tracking
    meal-logging
    calorie-logging
    health-coaching
    automation-integration
    OpenClaw PDF Articles to Podcast: Generate Two-Host Audio from Documents
    Researchers
    Knowledge workers
    Founder-operators
    pdf-to-podcast
    openclaw-skills
    audio-workflow
    knowledge-consumption
    document-to-audio
    View all skills ->
    writing-skills - Writing Skills: Test-Driven Development for Process Documentation
    documentation
    tdd
    skill-development
    process
    ⚙ create new skills
    ⚙ edit existing skills
    ⚙ verify skill functionality
    writing-plans - Create detailed implementation plans for developers
    planning
    documentation
    development
    implementation
    ⚙ create implementation plan document
    ⚙ generate task steps
    ⚙ specify file paths
    verification-before-completion - Verification Before Completion - Ensure Work Completeness
    verification
    quality
    testing
    completion
    ⚙ run verification commands
    ⚙ read command output
    ⚙ check exit codes
    using-superpowers - Master Skill Discovery and Usage Protocol
    workflow
    process
    guidelines
    best-practices
    ⚙ invoke skill tool
    ⚙ announce skill usage
    ⚙ create todo items
    using-git-worktrees - Git Worktrees for Isolated Development Workspaces
    git
    worktree
    isolation
    development
    ⚙ create git worktree
    ⚙ verify directory ignored
    ⚙ run project setup
    test-driven-development - Write tests before code implementation
    testing
    development
    software
    quality
    automation-integration