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Search active public grant opportunities and summarize which results fit a topic.

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 public grants.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 with web 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.