Turn manual order processing into an agent workflow

Stop processing orders by hand across every admin panel

Fulfillment is death by a thousand clicks: open new orders in your Shopify admin or a marketplace seller panel, check stock, create the shipping label or enter it in the 3PL portal, mark the order fulfilled, then copy the tracking number back to the marketplace so the buyer gets an update. Repeat for every order, across every channel. The steps rarely change, which is what makes them a great fit for an agent.

How it works for this task

1. Open skillforge.expert/app and click Record.
2. Fulfill one order end to end: open it, confirm the items and stock, enter the shipping details in your carrier or 3PL portal, copy the tracking number, mark the order fulfilled, and paste the tracking back into the marketplace.
3. Stop recording. SkillForge captures each click, the copied tracking number, the status change and the navigation between panels into a SKILL.md, with the order and tracking values marked as inputs.
4. Point your agent at the new orders for the day, and it processes each one the same way, flagging anything unusual for you to handle.

Why it beats doing it by hand

The agent runs the same sequence for every order, so tracking numbers land in the right place, statuses stay in sync across channels and nothing slips through at peak. Because the steps come from a recording, it works even when your marketplace or 3PL portal has no app to install, and a backlog of orders becomes a supervised queue instead of an afternoon of clicking.

When an app or API is the better call

If you sell high volume on platforms with mature apps and APIs, a dedicated tool such as a shipping app or a direct integration is the better long-term backbone. SkillForge shines for the channels those tools do not cover: regional marketplaces, wholesale and B2B portals, and internal admin panels with no integration. Use it to stitch together the gaps. See also web scraping to a spreadsheet, data-entry automation and the RPA alternative guide.

FAQ

Does it work with Shopify, Amazon, eBay and my 3PL portal?
Yes. SkillForge records the on-screen steps, so it works across Shopify admin, marketplace seller panels and any wholesale or 3PL portal, including regional marketplaces and internal tools with no app or API.

Should I use this or an app like a shipping integration?
For high-volume fulfillment on platforms with mature apps and APIs, a dedicated tool or integration is the better long-term choice. SkillForge shines for the channels those tools do not cover, such as legacy portals, regional marketplaces and internal admin panels.

Can it copy tracking numbers back to the marketplace?
Yes. If you demonstrate pasting the tracking number and marking the order fulfilled, the agent repeats exactly that for every order, keeping each channel in sync.