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ClawKitReliability Toolkit
Use Cases

What Can You Build with OpenClaw?

Real-world use cases with the skills and setup patterns that power them. Pick a scenario and get a working agent faster.

Coding Assistant

Easy

Code review, refactoring, PR summaries, test generation. The most popular use case — 1,184 dedicated skills in the registry.

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Research & Web Scraping

Easy

Autonomous research: browse multiple sources, extract data, synthesise a report. No Playwright code required.

Read setup guide

Telegram / Discord / Slack Bot

Easy

Wire OpenClaw to your messaging platform in a single config entry. Respond to messages, run scheduled reports, handle commands.

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Email Automation

Medium

Triage inbox, draft replies, send scheduled newsletters, follow up on leads. Combine with a CRM skill for full pipeline automation.

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Document Processing

Easy

Summarise PDFs, extract structured data from contracts, convert meeting notes to action items. Works on local files and Google Drive.

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Data Analysis & Reporting

Medium

Pull metrics from APIs, run Python analysis, generate charts, post a summary to Slack on a schedule. No data engineer required.

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Social Media Management

Medium

Schedule posts, monitor mentions, draft responses, repurpose content across platforms. Handles Twitter/X, LinkedIn, and more.

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DevOps & Monitoring

Medium

Run health checks, parse logs, open GitHub issues on failures, restart services. An always-on ops agent with escalation logic.

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E-commerce & Lead Gen

Medium

Monitor competitor prices, scrape product listings, qualify inbound leads, enrich contact data. High ROI, low engineering effort.

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Personal Assistant

Easy

Manage your calendar, summarise your emails each morning, look up flights, keep a personal knowledge base. Your own AI assistant.

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Browse 16,000+ skills

Every use case above is powered by skills from the registry. Search by name, tag, or author.

Browse Skills

Generate a config in 30 seconds

Once you've picked a use case, the Config Wizard builds a valid config.json for your setup.

Config Wizard

Don't see your use case?

Browse the skills registry or check the troubleshooting library if you're already building and hitting errors.