Turn repetitive data entry into an agent workflow

Stop re-keying the same forms

Copy-pasting between a spreadsheet and a web form is a perfect agent task. Record it once and SkillForge extracts the steps into a SKILL.md your agent replays for each record.

A worked example

Say you receive new leads in a Google Sheet and must enter each into your CRM. You'd normally do this by hand, row by row. Instead:

1. Open skillforge.expert/app and click Record.
2. Do one row end to end: open the CRM, click "New Contact", type the name, email, and company from the sheet, pick the source dropdown, and save.
3. Stop recording. SkillForge extracts the clicks, the typed fields, the dropdown selection, and the save into a SKILL.md — with the fields marked as inputs.
4. Hand the SKILL.md to your agent with your sheet as the data source. It repeats the exact steps for every remaining row.

Because the steps are captured from a real demonstration, you don't describe selectors or write code — you just show the task once.

What it captures

• Field-by-field typing (which sheet column maps to which form field)
• Dropdown / checkbox selections
• Navigation between records and the save/submit step
• Wait conditions (e.g. "wait for the success toast before the next row")

Related guides

See also support-macro automation, QA test automation, and SkillForge as an RPA alternative.

FAQ

Can it handle many rows?
The SKILL.md describes the per-record steps; your agent loops it over each row of your data.

How does it know which spreadsheet column goes in which field?
When you record one row, SkillForge captures which value you typed into which field. You map those to your data columns, and the agent applies the same mapping to every row.

Do I need to write any code?
No. You record the task once; SkillForge writes the step spec. Your agent executes it.

What if the form changes?
Because an AI agent reads the screen and follows the SKILL.md steps, minor layout changes are usually handled gracefully — unlike selector-bound scripts. For big changes, just re-record.