Strip «آماده به کار» from role names + reject domestic-helper ads
Re-check of live applicants found two gaps: - «کمک بهیار آماده به کار» — the availability phrase glued onto the role. StripRoleModifiers now removes «آماده به کار / آماده همکاری / جویای کار / جهت همکاری» phrases before token-stripping, so the role collapses to «کمک بهیار». - «خانم امورسبک منزل» — light-housework domestic helpers (not کادر درمان). Validator now discards ads with «امور منزل / نظافت منزل / خدمتکار / مستخدم …» markers. Both take effect for existing data on the next applicant reprocess. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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@@ -39,6 +39,14 @@ public class ListingValidator
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"بوتاکس و فیلر", "مزوتراپی", "فیلر صورت",
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};
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// Domestic-helper ads (housekeeping/cleaning/servant) — not کادر درمان, even when they also
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// mention سالمند/نگهداری. The «امور منزل / نظافت» phrasing is the giveaway.
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private static readonly string[] DomesticMarkers =
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{
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"امور منزل", "امور سبک منزل", "امورسبک منزل", "کارهای منزل", "کار منزل", "نظافت منزل",
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"نظافتچی", "خدمتکار", "کارگر منزل", "خدمات منزل", "مستخدم",
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};
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// Words that signal a real staffing post (hiring, shift, or availability).
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private static readonly string[] StaffingIntent =
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{
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@@ -67,6 +75,13 @@ public class ListingValidator
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return new ValidationResult(false, true, 0, issues, looksMedical); // IsSpam → auto-discard
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}
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// Domestic-helper / housekeeping ads — out of scope (not کادر درمان), discard.
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if (DomesticMarkers.Any(text.Contains))
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{
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issues.Add("آگهی خدماتِ منزل/نظافت است، نه کادر درمان");
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return new ValidationResult(false, true, 0, issues, looksMedical); // IsSpam → auto-discard
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}
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// «آماده به کار»: a worker offering themselves. No facility/shift-date expected; the role
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// and a contact number are what matter.
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if (parsed.Kind == ListingKind.Talent)
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