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Your First Task

A real walkthrough — give ToShop a goal and watch a full task run end to end.

This walkthrough takes you through every stage of a real task so you can see how your agent thinks, asks for permission, and reports back.

The goal

"Take a screenshot of the frontmost window, extract any text in it with OCR, and save a Markdown summary to ~/Desktop/."

This task chains a few capabilities together: take a screenshot, run OCR on it, write the result to a file, and send you a desktop notification when done.

Walkthrough

Prompt

Open Chat and paste the goal. Your agent confirms it understood, then drafts a short plan:

  1. Capture the frontmost window.
  2. Run OCR on the image.
  3. Summarize the extracted text.
  4. Write ~/Desktop/summary-{timestamp}.md.
  5. Notify when done.

Approvals

Your agent pauses for approval on:

  • First file write to a new path under ~/Desktop/ — you can approve once or always.
  • First time taking a screenshot in this session — same choice.

Approvals you grant become rules in Settings → Permissions and persist across sessions until you revoke them.

Execution

Your agent runs the steps in order, streaming each tool's result back into the chat.

If a step fails (for example, OCR finds no text), your agent asks how to proceed instead of guessing — you stay in control.

Result

You see the screenshot, the OCR text, and a link to the Markdown file. The notification appears. Done.

What just happened

The planner

Broke the goal into steps before doing anything. The plan is visible in chat — you could've edited or rejected before any tool was called.

The permissions system

Gated every system-touching action. Read-only ops ran automatically; writes (screenshot, file write) asked first.

Memory

Recorded the approvals you gave so the next similar task is smoother.

Next

Write better prompts

How to phrase goals that land on the first try.

Turn this into a scheduled routine

Run the same goal every morning at 9am — see Routines.

Installation

Download, install, and complete the first-launch permissions on macOS.

Agent Overview

One workspace, multiple agents — each with its own personality, skills, channels, and memory.

Table of Contents

The goalWalkthroughPromptApprovalsExecutionResultWhat just happenedNext