Use-case library

See what an agent can take
off your plate.

Whether you work alone or lead a team, the best starting points happen often, follow recognizable rules, and currently depend on someone remembering the next step.

Find my best use case

From the OpenClaw community

People are already treating agents like a new operating layer.

These patterns are drawn from OpenClaw’s official showcase of public community builds. They are examples for inspiration, not independently audited results or promises of performance.

Explore the official showcase

Personal operating system

Public builds include daily and meeting briefs, calendar conflict resolution, deadline monitoring, weekly reviews, and invoice creation.

Solo-founder specialist roles

Community examples separate strategy, marketing, development, and business workflows while sharing approved goals and context.

Small-business back office

Showcased workflows monitor email, organize photos and documents, prepare quotes, create invoices, and send exceptions to chat.

One chat as the control surface

Builders use supported messaging channels to request updates, approve work, and start routines while away from a desk.

Nineteen useful starting points

Choose a category.
Start with one responsibility.

Founder & personal assistant

Protect your attention without losing the thread.

Morning operating brief

When it starts: Scheduled before your day begins
What it does: Summarize priorities, meetings, messages, open decisions, order exceptions, and follow-ups in one concise brief.
Your approval: Read-only by default; you choose what moves next

Meeting follow-through

When it starts: A meeting or call ends
What it does: Capture decisions, draft tasks and replies, update project context, and remind you when an agreed action is waiting.
Your approval: You confirm commitments and external messages

Research and decision desk

When it starts: You send a question, link, or voice note
What it does: Collect source-linked findings, compare options, summarize tradeoffs, and save the decision with its context.
Your approval: Sources stay visible; high-impact advice stays human

Sales & growth

Respond before prospects go cold.

24/7 lead follow-up

When it starts: New form, email, text, or direct message
What it does: Add useful company and contact context, check service fit, draft a tailored reply, propose times, and update the CRM.
Your approval: Approval before the first message is sent

Proposal assistant

When it starts: An opportunity is qualified
What it does: Gather approved scope and pricing, assemble a first draft, flag missing details, and route it for review.
Your approval: You approve price, promises, and terms

Messages & customer care

Keep conversations moving when you are busy.

Text and message assistant

When it starts: A supported SMS or messaging conversation needs a reply
What it does: Review approved context, draft in your tone, suggest the next step, and send only when the permission rule allows it.
Your approval: Sensitive, new, or unusual conversations stop for you

Support triage

When it starts: A customer question arrives
What it does: Identify the topic and urgency, review history, prepare an answer, and route the exception to the right person or queue.
Your approval: Refunds, commitments, and escalations require review

Ecommerce & fulfillment

Keep orders moving without constant dashboard checks.

Order and delay monitor

When it starts: A paid, delayed, unfulfilled, or high-value order changes status
What it does: Watch approved order events, compare them with your rules, alert you to exceptions, and prepare the customer update.
Your approval: Cancellations, refunds, and unusual orders stop for review

Shipping-label and print queue

When it starts: A paid order is ready for fulfillment
What it does: Validate deterministic order and address fields, request one label through an approved carrier or commerce API, route the PDF to a local print queue, and write tracking back.
Your approval: Duplicates, customs, address errors, and label charges use hard stops

Customer delivery concierge

When it starts: Tracking or fulfillment status changes
What it does: Translate carrier and order events into a clear update and prepare the right email or message for the customer.
Your approval: Compensation and delivery promises require approval

Operations & administration

Move the work between tools and people.

Document and attachment intake

When it starts: An invoice, application, work order, receipt, or PDF arrives
What it does: Extract required fields, organize files, match records, identify missing information, and prepare an approval queue.
Your approval: No payment or important record change without approval

Project and deadline monitor

When it starts: A deadline, handoff, order, or metric drifts
What it does: Collect the relevant context, notify the owner, open a task, and keep the exception visible until it is resolved.
Your approval: The agent escalates; the owner decides the response

Reporting & knowledge

Make the work easier to see and remember.

Weekly reporting assistant

When it starts: A reporting period closes
What it does: Pull verified numbers from approved systems, compare trends, highlight unusual changes, and draft a plain-language operating summary.
Your approval: You review the explanation before it is shared

Process and knowledge assistant

When it starts: You or a teammate asks how something works
What it does: Find the current approved procedure, answer with the source attached, and flag gaps or conflicting documentation.
Your approval: No invented policy; the source stays visible

Digital products & web operations

Turn ideas and issues into organized execution.

Website content operator

When it starts: You approve a new offer, article, product, or update
What it does: Prepare the page structure and copy, organize assets, stage the change, and return a preview or checklist for approval.
Your approval: Publishing, DNS, and production changes remain gated

Issue and project coordinator

When it starts: Feedback, screenshots, or an issue arrives
What it does: Group related findings, research context, draft a clear task, update the project system, and prepare a status summary.
Your approval: People set priority and approve production changes

Messaging, ecommerce, carrier, browser, print, and other integrations remain subject to account access, API support, vendor terms, and technical validation. AI output may be incomplete or inaccurate. External actions and high-impact decisions should begin with qualified human review.

See what an agent can takeoff your plate.