Documented automations that work today. No hypotheticals, only workflows that OpenClaw users have actually deployed. Each includes difficulty level, what you need, and time to set up.
What it does: Every morning at a time you choose, the agent wakes up, checks your email for anything urgent, reviews your calendar for the day, checks relevant news, optionally checks weather, and delivers a structured summary to your Discord or WhatsApp.
What you get: A message every morning that looks like:
Good morning. Here's your Tuesday, March 20:
📅 CALENDAR (3 events)
• 9:00 AM — Team standup (30 min)
• 2:00 PM — Client call with XYZ Corp
• 4:30 PM — Review loan pipeline
📧 EMAIL (2 urgent)
• From: John Smith — "Need approval on client file by EOD"
• From: Compliance Team — "New disclosure requirements update"
🌤 WEATHER: 68°F, partly cloudy
📰 NEWS (your industry)
• FHA loan limits updated for Q2 2026
• Rate outlook: Fed holds steady this week| Attribute | Details |
|---|---|
| Difficulty | Beginner–Intermediate |
| Setup time | 2–3 hours |
| What you need | Gmail MCP (or Zapier), Google Calendar MCP, Brave Search API, Discord or WhatsApp connected |
| Ongoing cost | ~$0.50–$2/month (very few tokens per day) |
How to set it up: Create a cron job in your openclaw.json that fires at 7:00 AM daily. The prompt tells the agent what to check and how to format the output. Connect Gmail and Calendar via MCP or Zapier for data access. Point the output at your chosen messaging channel.
What it does: The agent reads your inbox, categorizes emails by priority (urgent, FYI, marketing, junk), drafts responses for emails that need replies, and sends you a digest. You review the drafts, approve them, and send.
What you get: Instead of spending 90 minutes in your inbox, you spend 15 minutes reviewing the agent's categorization and approving (or editing) its drafted responses. The agent handles the reading, thinking, and drafting. You handle the judgment calls and hitting send.
Important: The agent drafts; you always review before sending. Never configure it to send emails automatically without human review. More on safety here.
| Attribute | Details |
|---|---|
| Difficulty | Intermediate |
| Setup time | 3–5 hours including Gmail MCP setup |
| What you need | Gmail MCP or Zapier Gmail integration, Discord/WhatsApp for delivery |
| Ongoing cost | $5–$15/month depending on email volume (emails are token-heavy) |
How to set it up: Connect Gmail via the Google Workspace MCP or Zapier. Set up a heartbeat task that checks email 3x per day (morning, noon, evening). The agent reads recent emails, drafts a triage report, and sends it to your Discord. You review in Discord and instruct the agent which responses to finalize.
What it does: A multi-step content workflow where the agent handles research, outlining, drafting, and (optionally) social media formatting. You input a topic or brief; the agent produces finished-or-near-finished content.
Example workflow:
More advanced: set up a scheduled sub-agent that monitors industry news sources, identifies the 3 most relevant stories of the week, and prepares draft posts for each, delivered to you every Friday for review and scheduling.
| Attribute | Details |
|---|---|
| Difficulty | Intermediate |
| Setup time | 1–2 hours (basic), 4–6 hours (automated pipeline) |
| What you need | Brave Search API, Discord for delivery. Optional: Zapier for social publishing. |
| Ongoing cost | $3–$10/month for typical content volume |
What it does: The agent monitors your Discord server (or Telegram group), automatically answers common questions, flags unusual requests for your attention, tracks active threads, and sends you a daily digest of what happened.
What OpenClaw users have built:
What it can't do well yet: Very nuanced community situations requiring human judgment, conflict resolution, moderating tone in real-time. Use the agent for information and routing; keep humans for judgment calls.
| Attribute | Details |
|---|---|
| Difficulty | Intermediate |
| Setup time | 2–4 hours |
| What you need | Discord bot configured, knowledge base file in workspace, group chat settings configured |
| Ongoing cost | $5–$20/month depending on community size and activity |
What it does: You give the agent a research question. It searches multiple sources (Brave Search), reads the top results, synthesizes the information, and delivers a structured summary with citations.
Real examples:
This can be one-off (you ask, it researches) or scheduled (every Monday, research what happened in your industry last week and send a briefing).
| Attribute | Details |
|---|---|
| Difficulty | Beginner |
| Setup time | 30 minutes (Brave Search API setup) |
| What you need | Brave Search API key (free tier available) |
| Ongoing cost | $1–$5/month for typical research volume |
What it does: Monitors asset prices, indices, or mortgage rate indicators. Sends alerts when specified thresholds are crossed. Can draft morning market briefings for your industry.
Documented use cases:
Integration options: Alpaca Markets API (stocks), CoinGecko (crypto), or FRED API (economic data including mortgage rates). All are free or low-cost.
| Attribute | Details |
|---|---|
| Difficulty | Advanced |
| Setup time | 4–8 hours including API integration |
| What you need | Alpaca or similar API key, custom MCP or Zapier integration, cron scheduling |
| Ongoing cost | $5–$15/month |
| Level | What it means | Who can do it |
|---|---|---|
| Beginner | Follow the install guide, run the wizard, set up a simple task. No config file editing required beyond the wizard. | Anyone who can follow step-by-step instructions |
| Intermediate | Requires editing openclaw.json, connecting an external API, and possibly troubleshooting errors. You'll read some documentation. |
Non-developers who are comfortable with tech and willing to problem-solve |
| Advanced | Custom integrations, multi-step workflows, sub-agents, complex config. Requires understanding of APIs and comfort reading technical docs. | Tech-savvy users or those with developer assistance |
The good news: most of the highest-value use cases (morning briefing, email triage, research) are in the Beginner–Intermediate range. You don't need to be a developer to get significant value from OpenClaw.
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