Medical-flavored ads like «کارگاه بوتاکس و فیلر… ویژه پزشکان ۱۰٪» passed the
medical gate and got misclassified as a پزشک عمومی shift with a bogus 10%
share. Now: if a course/event/product marker is present and there's no
staffing intent (hiring/shift/availability), the item is auto-discarded.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Adds a third listing kind alongside Shift/Job for healthcare staff who
advertise their own availability (very common in Iranian medical
channels, e.g. "دندانپزشک آماده همکاری… ۵۰٪ تسویه"). These have no
facility; the contact phone is the key field.
- Model: TalentListing (role, person name, years, licensed, city/district,
area note, availability, gender, comp, phone) + ListingKind.Talent +
RawListing.LinkedTalentId + DbSet/relations/indexes + EF migration.
- Parser: detect آمادهبهکار/جویای کار → Kind=Talent; extract person name,
years of experience, licensed flag, area («منطقه ۱»), phone. Facility
name extraction now skipped for talent.
- Validator: talent path scores role + phone + medical (no facility/pay
required).
- Ingestion auto-publish: creates a TalentListing for talent kind.
- Review (manual publish): Talent option + talent fields; publishes a
TalentListing without a facility. Shift/Job facility now falls back to a
shared «نامشخص / ثبت نشده» record when the ad names none — publishing
never fails on a missing facility.
- Browse /Talent (indexable, filters: city/district/role/gender),
details /Talent/Details (noindex — personal contact, tel: call button),
_TalentCard, badge-talent, nav link, home section.
- Sitemap includes /Talent; robots disallows /Talent/Details. Archiver
expires stale talent listings.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Analyzed live Divar (POST search) and Medjobs (ad_listing sitemaps) data — both are free Persian text. Tighten the medical-relevance gate (drop generic «استخدام»/«شیفت» that match retail/restaurant ads; add clinical terms: بهیار/اتاق عمل/بیهوشی/رادیولوژی/آزمایشگاه/دیالیز/فوریت/تریاژ/… ) so off-topic Divar jobs get flagged, not treated as medical. Add clinical role synonyms in the heuristic parser (بهیار/کمکپرستار/سالمند→پرستار, اتاق عمل→تکنسین اتاق عمل, فوریت→فوریتهای پزشکی, آزمایشگاه→کارشناس آزمایشگاه, فوقتخصص→پزشک متخصص…). Result on live data: Medjobs now yields ~9/30 queue-ready healthcare listings; Divar correctly flags ~72/75 noise for manual review.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
soroush.asadi