Health before scoring
Blocked, gated, manual, and public sources are classified before role matching.
A local-first AI job discovery workflow that turns public or manually imported job signals into source-health checks, job cards, match reports, capability gaps, and manual next actions.
Blocked, gated, manual, and public sources are classified before role matching.
Each signal becomes a public-safe job_card with AI depth, location fit, and capability gaps.
The workflow recommends next actions, but does not apply, message, follow, or edit profiles.
manual alert text
-> source_health
-> job_card
-> role relevance
-> location fit
-> match report
-> eval report
-> manual next action
The public package uses synthetic fixtures only. Private resumes, account sessions, gated captures, applications, and communications are intentionally excluded.