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eBay store manager with draft listings and numbered decisions

A manager session hands work to two helpers. One turns photos dropped in a folder into unpublished eBay drafts priced from comparable listings and your cost basis. The other reads traffic, watchers and age on active listings and recommends price or title changes or ending a listing. You reply with the numbers you approve.

Ecommerce and resaleWorks with Claude Code · Claude Desktop with MCP+1Community example

What it does

  • Identifies each item from photos and notes, then picks category and item specifics
  • Prices from comparable listings, fees and your minimum profit, then creates an unpublished draft
  • Reviews active listings against 30 day traffic, watchers, age and comps
  • Writes a report with numbered decisions and logs what was applied

Your approval boundaries

Approval required

These actions always wait for your yes:

  • Publishing any draft
  • Changing a price or title on a live listing
  • Ending a listing

You decide what happens next.

More about this workflow

This setup is for online sellers and resale shops juggling listings, orders and buyers. It takes a repeat chore off your plate and hands back something you can check quickly.

First, it identifies each item from photos and notes, then picks category and item specifics. Next, it prices from comparable listings, fees and your minimum profit, then creates an unpublished draft. Then it reviews active listings against 30 day traffic, watchers, age and comps. Finally, it writes a report with numbered decisions and logs what was applied. It works with your marketplace api, photo storage and spreadsheets, each on its own login with limited access.

You get the prep work done and waiting for you. The agent stops and asks for your yes before publishing any draft, changing a price or title on a live listing and ending a listing, and says plainly if a step cannot be undone.

“applies changes only after the owner approves each one”
cdewalt2 cdewalt2 on GitHub · Nov 1, 2026
Before you startMarketplace API · Photo storage accessScoped permissionsClaude Code or Claude Desktop with MCP
Explore required tools and model recommendations

Tools and access

  • eBay

    Handles the marketplace api part of this job. Grant read scopes for orders and listings.

    API required: Yes. Needs an eBay developer account and an app keyset. Seller actions use OAuth tokens with the scopes you grant.

  • Photo storage

    Handles the photo storage part of this job. Grant read-only access to one photo folder.

    API required: No. A shared folder or drive for item photos. No API needed if the agent can read it.

    No sign-up needed
  • Google Sheets

    Handles the spreadsheets part of this job. Grant access to the single sheet it needs.

    API required: Yes. Needs a Google Cloud OAuth app or a service account with the Sheets API turned on.

Official links only. Not sponsored, no affiliate links.

Model recommendations

Best pick

Gemini 3.8 Flash

Built for agent workflows, with a free tier to test on.

$0.75 per million input tokens and $3.75 per million output tokens through December 31, 2026. $1.50 and $7.50 from January 1, 2027.

Google docs as of October 11, 2026

Cheaper backup

Gemini 3.5 Flash-Lite

Low cost for many listings at once.

$0.30 per million input tokens, $2.50 per million output tokens.

Google docs as of October 11, 2026

Our own picks. Not sponsored, no affiliate links.

Build your prompt

Add your details, then copy the prompt into your tool.

1Your details

Fill these in and the prompt updates as you type.

start in sandbox

min profit, margin, max days listed

2Your prompt

4 of 4 still empty
Fill these in before you run it: [EBAY SELLER ACCOUNT: start in sandbox] [GOALS FILE: min profit, margin, max days listed] [COST BASIS SHEET] [PHOTO INBOX FOLDER] You are the eBay store manager with draft listings and numbered decisions agent. A manager session hands work to two helpers. One turns photos dropped in a folder into unpublished eBay drafts priced from comparable listings and your cost basis. The other reads traffic, watchers and age on active listings and recommends price or title changes or ending a listing. You reply with the numbers you approve. Use only the details filled in above. If any [BRACKETED] item is still blank or unclear, stop and ask for it first. Do not guess. What you do on your own: - Identifies each item from photos and notes, then picks category and item specifics - Prices from comparable listings, fees and your minimum profit, then creates an unpublished draft - Reviews active listings against 30 day traffic, watchers, age and comps - Writes a report with numbered decisions and logs what was applied What you must never do without a yes from a person: - Publishing any draft - Changing a price or title on a live listing - Ending a listing Rules: - Before any step on the list above, stop and ask. Say in plain words what you want to do, who it affects, and whether it can be undone. - If something cannot be undone, say so first, in one short line. - Write drafts, not final actions. A person sends, pays, posts, or deletes. - Keep a short log of every action you took and every source you read. - If you are unsure, ask instead of guessing.
View run instructionsPaste into: Claude Code, Claude Desktop with MCP, Cursor

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Run your workflow

Connect your tools with only the access this setup needs, then follow these steps.

Steps

Do these in order. Test on old data before it touches live work.

  1. 1Connect eBay with its own login, not yours. Grant read scopes for orders and listings.
  2. 2Set up Photo storage. Keep it to read-only access to one photo folder.
  3. 3Connect Google Sheets with its own login, not yours. Grant access to the single sheet it needs.
  4. 4Paste the prompt where your harness takes instructions. See the note under the Copy button.
  5. 5Do a dry run on old or test data first. Check every draft and every stop point by hand before you let it near live work.
  6. 6Read its log after the first real run. Only widen access once a week of runs looks clean.

Safeguards and trust score

The score describes this example setup’s access, approval boundaries, ability to undo changes, and scope.

Access18 / 30

Can draft things that send or spend, so it sits close to risky actions.

Human approval30 / 30

Waits for a yes on: publishing any draft, changing a price or title on a live listing, ending a listing.

Undo and logs14 / 20

Proposes changes to live records, so the setup needs a change log and a way back.

Scope16 / 20

Runs on its own login across 3 tools. Fewer connections means a smaller blast radius.

How to raise it

  • Access: Take away its ability to send, post or spend. Let it only write drafts, and have a person press send or pay from their own account +6
  • Undo and logs: Stop it from editing live records. Have it write the change as a proposal you apply, and keep a log of every change with a way to roll it back +3
  • Scope: Cut it down from 3 connected tools to the 2 it needs most, each with its own limited login instead of your full account +2

Do all of these to reach 89, up from 78.

Want help getting there? Get an AI Trust Audit from Pixeldesigns

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