- sites/proactive.yaml: search plan (50 states, terms, OCONUS, budget,
denylist for known false positives, verification rules)
- plan: query matrix generator with per-day rotation and budget caps
- engines: DuckDuckGo HTML primary + Google Jobs secondary with anti-bot
fallback
- verifier: pure-heuristic ATS detection and ACTIVE/VERIFY/CLOSED/STALE
classification (no AI at runtime)
- ledger: ProactiveLead/ProactiveRun with lifecycle transitions
(NEW → STILL_OPEN, inactive → REOPENED, VERIFY → ACTIVE = NEW)
- CLI: gimme-job proactive [--dry-run --limit --max-verify]
I Luk Kim