7 AI Agent Workflows You Can Automate with OpenClaw

AI agents aren't just chatbots — they're automation engines. With the right configuration, an OpenClaw agent can handle repetitive tasks, research, content creation, and more — all from a simple Telegram or Discord message.

Here are 7 practical workflows you can set up today, with step-by-step instructions for each.

1. Daily News Briefing

What it does: Every morning, your agent searches the web for the latest industry news and sends you a curated summary on Telegram.

How to set it up:

1. Enable the web search skill in your OpenClaw config
2. Add instructions in your system prompt: "Every morning when I say 'news', search for the latest [your industry] news and give me a 5-bullet summary with links"
3. Deploy on Telegram and send "news" each morning — or set up a scheduled trigger

Best models: Claude or GPT-5 for high-quality summarization. DeepSeek for a budget-friendly option.

2. Content Repurposing Pipeline

What it does: Send a blog post URL, and the agent generates tweet-sized summaries, a LinkedIn post, and an email newsletter draft — all from one message.

How to set it up:

1. Enable the web browsing skill so the agent can read URLs
2. Add this to your system prompt: "When I send a URL, read the article and generate: 5 tweet-sized summaries (under 280 chars each), 1 LinkedIn post (300 words), and 1 email newsletter draft (500 words)"
3. Send any article URL to your bot and get all formats back instantly

Best models: Claude for maintaining consistent tone across formats. Gemini for handling very long articles.

3. Customer FAQ Bot

What it does: A bot trained on your product docs that handles common support questions automatically — deployed on your website via web chat.

How to set it up:

1. Copy your product FAQ, documentation, and common support answers into the system prompt (AGENTS.md)
2. Add instructions: "You are a support agent for [product]. Answer questions based on the documentation provided. If you don't know the answer, say so and suggest contacting support at [email]"
3. Deploy with the web chat channel enabled

Best models: Claude or GPT-5 for accuracy. DeepSeek for high-volume, cost-effective support.

A well-configured FAQ bot can handle 80% of routine support questions, freeing your team for complex issues.

4. Research Assistant

What it does: Send "Research [topic]" and get back a structured summary with sources — powered by web search and browsing.

How to set it up:

1. Enable both web search and web browsing skills
2. Add to your system prompt: "When asked to research a topic, search the web, read at least 3 sources, and provide a 500-word summary with key findings, sources, and your analysis"
3. Deploy on Telegram or Discord for quick research on the go

Best models: Claude for nuanced analysis and accurate citations. Gemini for processing large volumes of information.

See our web search setup guide for detailed configuration.

5. Code Review Buddy

What it does: Paste code snippets in Telegram, and the agent reviews them for bugs, suggests improvements, and explains the logic.

How to set it up:

1. Add to your system prompt: "When I send code, review it for: bugs and edge cases, performance issues, readability improvements, and security concerns. Explain each issue clearly and suggest fixes"
2. Deploy on Telegram for quick code reviews from your phone

Best models: Claude for detailed, accurate code analysis. DeepSeek for strong coding capabilities at lower cost.

6. Meeting Prep Assistant

What it does: Before a meeting, send "Prep me for meeting with [company]" and get a briefing on the company, recent news, key people, and talking points.

How to set it up:

1. Enable the web search skill
2. Add to your system prompt: "When I say 'prep me for meeting with [company]', research the company and provide: company overview, recent news (last 30 days), key people I might meet, potential talking points, and any relevant industry trends"
3. Send the command 15 minutes before your meeting

Best models: Claude or GPT-5 for comprehensive, well-structured briefings.

7. Email Draft Assistant

What it does: Forward email context to your bot, and it drafts a professional reply in your tone.

How to set it up:

1. Add to your system prompt: "When I forward an email or describe an email I received, draft a professional reply. Match my usual tone: [describe your tone — e.g., friendly but professional, concise, direct]. Keep replies under 200 words unless I specify otherwise"
2. Include 2-3 example emails you've written so the bot can learn your style
3. Deploy on Telegram for quick email drafting on mobile

Best models: Claude for natural, human-sounding writing. GPT-5 for versatile tone matching.

Getting Started

All of these workflows can be set up in under 5 minutes on OpenClaw Launch. You don't need to write code, manage servers, or configure APIs — just describe what you want in the system prompt and enable the right skills.

Browse all available skills on our skills page, or read the web search setup guide to get started with the most popular automation skill.

Ready to automate? Deploy your automation agent on OpenClaw Launch and start saving hours every week.