OpenClaw
Use Case10 use cases

OpenClaw Use Cases & Workflows You Can Run Today

Each guide walks you through a specific workflow — from installing the right skills to running your first automation. Whether you want to automate code reviews, summarize Slack channels, build daily digest bots, or streamline your research process, these step-by-step guides show you exactly how to get it done with OpenClaw.

Every use case includes the exact skills you need, configuration instructions, real command examples, and troubleshooting tips. Pick a workflow below and have it running in minutes.

All Use Cases

Beginner10 minDeveloper

Automate GitHub PR Reviews

Set up an automated PR review workflow with AI-powered code analysis, commit conventions, and actionable feedback.

Uses
githubpr-reviewerconventional-commits
View Guide
Beginner10 minCommunication

Automate Telegram Daily Digests

Automate daily summaries of your Telegram groups. Collect messages, extract key points, and get a concise digest delivered on schedule.

Uses
telegramsummarizecron-creator
View Guide
Beginner10 minProductivity

Build a Daily News Digest

Build an automated news briefing that searches the web for your topics, summarizes key articles, and delivers a personalized daily digest.

Uses
tavily-web-searchsummarizecron-creator
View Guide
Intermediate15 minResearch

Build a Personal Research Workflow

Build an AI research assistant that searches the web, finds academic papers, and synthesizes findings.

Uses
tavily-web-searchdeepwikiagentarxivsummarize
View Guide
Intermediate15 minProductivity

Automate Browser Tasks with AI

Automate browser tasks with AI: web scraping, form filling, screenshot capture, and multi-step web workflows using natural language.

Uses
browser-useweb-scraperscreenshot
View Guide
Intermediate15 minDeveloper

Automate Jira & Task Management

Automate issue triage, status updates, sprint reports, and cross-tool linking for Jira, Linear, and GitHub workflows.

Uses
jiralineargithub
View Guide
Beginner10 minCommunication

Build a Smart Email Digest

Get an AI-powered inbox summary that prioritizes messages, extracts action items, and delivers a concise daily email briefing.

Uses
gmailsummarizecron-creator
View Guide
Advanced20 minDeveloper

Build & Review Skills

Create custom OpenClaw skills, review community skills for security and quality, and decompose complex tasks into reusable skill chains.

Uses
skill-builderskill-reviewertask-decomposer
View Guide
Intermediate15 minCommunication

Build a Slack Daily Digest Bot

Automate daily channel summaries with AI-powered message collection, summarization, and scheduled delivery.

Uses
slacksummarizecron-creator
View Guide
Beginner10 minCommunication

Summarize Slack Channels

Get AI-powered summaries of Slack conversations on demand. Extract key points, decisions, and action items.

Uses
slacksummarize
View Guide

Who Are OpenClaw Use Cases For?

Use cases are task-oriented guides designed for anyone who wants to accomplish a specific goal with OpenClaw. You don't need to be an expert — each guide starts from scratch.

Developers

Automate repetitive development tasks like PR reviews, code analysis, and commit formatting. Spend more time writing code, less time on process.

Team Leads & Managers

Stay informed without reading every message. Set up automated digests and summaries to track what your team is doing across Slack, GitHub, and other tools.

Researchers & Analysts

Build AI-powered research pipelines that search the web, find academic papers, and synthesize findings into structured reports — in minutes instead of hours.

Anyone New to OpenClaw

Not sure where to start? Use cases show you exactly what OpenClaw can do with concrete, working examples. Follow along and see results immediately.

How OpenClaw Use Cases Work

1

Pick a Workflow

Browse guides organized by task — code review, messaging automation, research, and more. Each guide clearly states what you'll build, who it's for, and how long setup takes.

2

Install the Skills

Each guide lists the exact OpenClaw skills you need. Install them with one command using clawhub. No guesswork about which skills to combine — the guide tells you exactly what to install and in what order.

3

Follow the Steps

Step-by-step instructions with real commands, configuration examples, and expected output. Each guide includes troubleshooting tips for common issues, so you won't get stuck.

What Each OpenClaw Guide Includes

Complete Setup Instructions

From installing skills to configuring API keys, every step is covered with exact commands you can copy and run.

Real-World Examples

Not just theory — each guide includes practical scenarios, sample outputs, and real command examples you can adapt to your own workflow.

Troubleshooting & FAQ

Common issues and their solutions are documented in every guide. Plus an FAQ section that answers the questions most users ask.

Related Resources

Links to related skill pages, bundles, and other use cases so you can expand your automation once the basics are running.

Frequently Asked Questions

What is an OpenClaw use case?
A use case is a step-by-step guide that shows you how to combine multiple OpenClaw skills to accomplish a specific task — like automating PR reviews or building a daily digest bot. Each guide includes the exact skills you need, installation commands, configuration instructions, and real-world examples. Think of it as a recipe: follow the steps, and you'll have a working automation at the end.
Do I need to install all skills at once?
No. Each guide lists the required skills, and you can install them individually with a single command. Some guides also link to Skill Bundles that let you install a curated set of skills at once. If you already have some skills installed, the guide will still work — just skip the installation steps for skills you already have.
Can I customize a use case workflow?
Absolutely. Each guide provides a working baseline that you can adapt to your needs. You can swap skills for alternatives (e.g., use Exa instead of Tavily for web search), adjust schedules and triggers, add extra processing steps, or change the output format. The guides are starting points, not rigid templates.
How do I find the right use case for my task?
Browse by category (Developer, Communication, Research) to find guides that match your domain. You can also check the required skills section on each card to see which guide matches the tools you already use. If you're not sure, start with a beginner-level guide — they're designed to be quick and easy to follow.
How long does it take to set up a use case?
Most use cases take 10-15 minutes to set up from scratch, including skill installation and configuration. Beginner-level guides are designed to get you running in under 10 minutes. The estimated setup time is shown on each card, so you can pick a guide that fits your available time.
Do I need coding experience to follow these guides?
Basic familiarity with the terminal is helpful, but you don't need to be a programmer. Each guide provides exact commands you can copy and paste. The guides explain what each command does, so you'll understand the workflow even if you're new to command-line tools. Beginner-level guides are especially approachable.
Can I combine multiple use cases together?
Yes — use cases are designed to work independently, but many complement each other. For example, you could run the Slack Channel Summary and Daily Digest use cases together for both on-demand and scheduled summaries. The Related Use Cases section at the bottom of each guide suggests natural combinations.
What if a use case doesn't work with my setup?
Every guide includes a Troubleshooting section that covers the most common issues — missing API keys, permission errors, configuration problems, and more. If you're still stuck, check the skill's individual page for detailed documentation, or visit the OpenClaw community for help from other users.
Are these guides kept up to date?
Yes. Each guide shows a 'Last Updated' date in its frontmatter. When OpenClaw skills get major updates or new features, the corresponding use case guides are updated to reflect the changes. We also periodically review guides to ensure all commands and configurations still work correctly.
Will more use cases be added over time?
Yes — we regularly add new use cases based on user requests and popular skill combinations. Upcoming guides will cover areas like Discord automation, home assistant control, content creation workflows, and more. If you have a specific workflow you'd like to see documented, let us know.

Don't See Your Workflow?

These guides cover the most popular workflows, but OpenClaw has 60+ skills you can combine in countless ways. Explore the full skill directory to find the right tools for your task, or check out Skill Bundles for pre-built combinations.

Browse All Skills