Examples

Investigate a code capability

Find high-confidence Account-related functions that have tests:
Then request representative skills for the resolved concept:

Search by semantic intent

This local example requires a populated data/enrichment.duckdb. The current Railway image does not mount that database, so its embedding-search route returns 503 until deployment storage is provisioned.

Preview and start a fleet run

Use fl-repos fleet status before starting a second run.

Use the supported Python SDK

FL Web workflow

  1. Open FL Web and submit a public GitHub repository on the home page.
  2. Review the local score at /score/:owner/:repo.
  3. Sign in to save the score, use dashboard views, or connect a private repository.
  4. Use the Billing page for organization-scoped checkout and the CLI Runs page for paired-run visibility.
Public browser scoring stays in FL Web. It does not expose the operations bearer or directly pass a browser session to the intelligence API.