Opportunity triage shape
- Long-running public-portal research with a bounded result count.
- A safety boundary that stops before applications, login, or submission.
- Fit summaries that can feed a grants, research, or sales workflow.
Setup
Use the CLI with a configured model profile. The example only reads publicgrants.gov pages.
Run it from the CLI
Expected output
Build it into an app
Production notes
- Domain policy:
grants.gov. - Output fields: title, agency, opportunity number, close date, detail URL, fit summary.
- Add a schema before routing matches to sales, grants, or research workflows.
- Stop before applications, login, or submissions.
Inspect
- Debug UI for filters and result pages.
- Recording for search path review.
- Artifacts if the workflow downloads public attachments.
- Status if the site blocks or redirects.
Cleanup
The CLI run cleans up its browser. Close any standalone browser you opened for debugging withweb browser close <browser-id>.
Common failures
- If Grants.gov changes filter labels, inspect the recording and update the prompt with the current visible terms.
- If a result requires login or an application step, stop there and return the public detail URL only.