The dynamic taxonomy minted ~150 roles incl. exact triplicates («پرستار کودک» x3), multi-role
compounds («پرستار و بهیار»، «ماما / پرستار»، «پزشک و پرستار و بهیار»), and typos («بیهیار»، «بیار»).
Creation hardening: ResolveOrCreateRole now collapses a compound to its FIRST base role when that
segment is a known role (so «پرستار و بهیار»→«پرستار», but specialty names like «قلب و عروق»/«پوست
و مو» are left whole), and new aliases fold typos/synonyms (بیهیار/بیار→بهیار، فیزیوتراپ→فیزیوتراپیست،
نسخه پیچ→تکنسین داروخانه، پرستار بچه/اطفال→پرستار کودک).
Cleanup: MergeDuplicateRolesAsync (+ admin button) maps every role to a canonical form and merges
same-canonical roles into one keeper, repointing all shifts/jobs/talent/preferences/alerts/profiles
first (mirrors the manual /Admin/Roles merge). Combined with the no-fan-out change this should cut
the dropdown to a clean base set.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
(1) The contact modal only offered a click-through link for Divar sources, so medboom/
iranestekhdam/channel listings with no inline phone looked uncontactable. Offer the source link
for ANY source («مشاهده آگهی در منبع»), for talent, shifts, and jobs alike — rescuing the dead
applicant cards that actually have a source URL.
(2) At publish, skip an applicant («آماده به کار») that has NO contact path at all — no phone, no
contact channel, and no source URL. Such a card cannot reach anyone. Existing ones drop out when
the talent reprocess button rebuilds the board.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
A single ad naming several role-ish words («استخدام بهیار جهت دستیار پزشک و تزریقات») was
fanning out into one listing PER extracted role — 5 near-duplicate cards with different and even
typo roles (پزشک عمومی، پرستار، دستیار پزشک، بهیار، «بیهیار»). Publish now creates ONE listing
with the primary (guard-corrected) role; other role words stay findable via the full description.
DedupeJobsAsync no longer keys on role, so existing fan-out copies collapse — preferring to keep a
non-«پزشک عمومی» copy, then the newest. Run the «حذفِ تکراری» + «اصلاح نقش» buttons to clean the
already-published fan-out.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
RecorrectDoctorRolesAsync (+ admin button «اصلاح نقش»): re-runs the keyword parser + doctor-role
guard over the stored text of existing aggregated listings currently labeled «پزشک عمومی», and
corrects RoleId + the generic title in place when the text actually names a more specific role
(dentist, «متخصص», lab, …). No AI call, no delete/recreate — IDs and indexed URLs unchanged, only
GP-labeled rows touched. Cleans up the dentist/ENT/«متخصص غدد» mislabels already published.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Replace the per-role (dentist/specialist) patches with one rule: «پزشک عمومی» is the AI fallback,
so whenever the keyword parser already extracted a more specific role from the same text, use that
(dentist, lab, OR tech, mislabeled nurse, …). Falls back to «پزشک متخصص» when the text says
specialist but the parser found nothing more specific. Only ever overrides the weak GP default, so
genuine GP ads are untouched. Applies to new ingests.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Extends the doctor-role guard: the AI defaults unclear (and even clearly non-GP) doctor ads to
«پزشک عمومی», so a dentist ad («دعوت به همکاری دندانپزشک») published as «استخدام پزشک عمومی».
When the chosen role is a generic doctor but the ad text says «دندانپزشک», correct it to
دندانپزشک (specialist correction stays for «متخصص/فوق تخصص/فلوشیپ»). Applies to new ingests.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
(1) Specialist guard: the AI sometimes labels a clearly-specialist ad («پزشک متخصص گوش و
حلق و بینی»، «فلوشیپ»، «فوق تخصص») as «پزشک عمومی», so an ENT post published as
«استخدام پزشک عمومی». When the primary role is GP but the ad text names a specialist, swap
it to «پزشک متخصص» (the subspecialty stays as a tag).
(2) Phone type: the landline regex 0\d{2,3} also matched 09xx MOBILE numbers and labeled them
«تلفن ثابت». Iranian landline area codes are 0[1-8]xx (021/026/…), never 09 — restrict it so
mobiles are no longer mislabeled as landlines.
Both apply to new ingests; existing mislabeled rows correct on turnover/reprocess.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
RunAsync now calls a new RunPostIngestCleanupAsync at the end of each crawl: archive
out-of-scope/duplicate listings, merge duplicate + fold junk facilities, and backfill missing
Tehran coords. All in-place, reversible for listings, guarded for facilities, and pure DB+CPU
(no AI/network) so it is cheap to run every ingest. The cleanup counts are appended to the
run-log detail. This keeps legacy + freshly-arrived junk from accumulating without the admin
having to click the cleanup buttons after each run.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
The junk-removal half of the facility cleanup silently no-op'd because it looked up the
shared placeholder by the exact UnknownFacilityName constant («نامشخص / ثبت نشده»), but
production data uses an older wording («مرکز درمانی (نامشخص)»), so the lookup returned null
and the whole junk pass was skipped (only the duplicate-merge half ran).
Now resolve the placeholder by the «نامشخص» marker and pick the bucket with the most
listings (the real one), and exclude it from the merge pass by id. Re-running the cleanup
will fold «بیمارستان هستم», «... از مدجابز», bare type-word facilities, etc. into it.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Cleans up the crawl-generated facility table that surfaced garbage on /Facilities
(«بیمارستان هستم», «... از مدجابز», bare «کلینیک», «سازمان برنامه جنوبی» x3):
- FacilityMatcher.IsJunkName: shared detector for non-names — bare type words, cores
made only of filler/verb tokens, and leaked crawl-source/placeholder text. Added
داروخانه/آسایشگاه to the generic type words so bare ones are caught and dedupe better.
- HeuristicListingParser.ExtractFacilityName now rejects junk candidates (and emoji), so
new ingests fall back to the shared placeholder instead of forging a fake facility.
- IngestionService.MergeAndCleanFacilitiesAsync (+ admin button): folds junk facilities
into the placeholder and merges Persian-fuzzy duplicates into one keeper, repointing
their shifts/jobs first. Hard guard: only purely crawl-generated, unmanaged facilities
are removed — employer-owned and verified facilities are never touched.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Per the project archive-not-delete convention, the in-place purge now sets out-of-scope
and duplicate aggregated jobs/shifts to ShiftStatus.Archived instead of hard-deleting:
- The row is retained for analysis and the change is reversible.
- The listing drops out of every public screen and the sitemap (which filter Status == Open).
- Its detail page now returns 410 Gone (the standard permanent-removal signal) so search
engines deindex it cleanly, instead of leaving the off-topic page live at 200 or hard-404ing.
Dedupe of job reposts archives the older copies the same way. Coordinate backfill now also
skips non-Open rows. Valid listings are untouched, so IDs/URLs stay stable.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
- Jobs now keep the AI-extracted salary (d.PayAmount ?? parsed.PayAmount); they
previously used only the parser figure, so every aggregated opening showed «توافقی».
- Geocoder also scans the ad body, so Tehran ads that name a neighbourhood only in
free text («… در سهروردی») get an approximate map point.
- New BackfillCoordsAsync (+ admin button): fills missing coords on existing aggregated
listings from their stored text, in place — no ID/URL churn, SEO-safe.
- New PurgeInvalidAggregatedAsync + DedupeJobsAsync (+ admin button): in-place removal of
out-of-scope (domestic/promo/spam) aggregated jobs/shifts and duplicate job reposts,
keeping valid listings' IDs.
- Jobs detail page always renders the location card (matches Shifts) instead of hiding it
when coords are missing.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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>
Exact ContentHash dedup misses the same ad reposted with slightly different text
(e.g. the ~18 repeated «کمکیار آقا»). DedupeTalentAsync collapses open aggregated
applicants by two high-precision signals — identical phone, or identical
(role, city, normalized description core with digits/«… پیش» time-phrases
stripped) — keeping the newest of each group. Runs at the end of both RunAsync
and ReprocessAsync; removed count surfaces in the run log.
Improvement 1 of the data-quality/SEO backlog.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Reprocess deletes+rebuilds aggregated listings, which changes their IDs. Shift/Job
detail pages are indexed and in the sitemap, so churning them would 404 ranked
URLs. «آماده به کار» pages are NoIndex + Disallow, so rebuilding them has zero SEO
impact — and that's where all the duplicate/sprawl problems were.
ReprocessAsync(talentOnly: true) now only deletes/rebuilds TalentListings and
skips non-talent raws (leaving shift/job listings + their RawListing links
untouched). Admin button relabelled «پردازش مجددِ آماده به کارها (امن برای SEO)».
Shifts/jobs self-clean via normal ingestion turnover.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Where deterministic geocoding gives up (neighborhood not in the TehranGeo table),
fall back to the registered AI model: the auditor now also returns approximate
lat/lng for a recognized Tehran neighborhood (folded into the existing single
audit call — no extra requests), and Publish uses it only after the source ad and
the local table, and only when it falls inside greater Tehran (InTehran bbox
guard rejects hallucinated points). Coords order: Divar point → TehranGeo → AI.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Re-checked live data and found cases the first pass missed:
- Gender baked into roles («پرستار آقا», «کمک بهیار آقا») → StripRoleModifiers
removes آقا/خانم/مرد/زن/کارآموز/ارشد… from role names (none of the real roles
contain these), collapsing the sprawl; gender still lives on the Gender field.
- «کمکیار» vs «کمک بهیار» forking → alias maps them to one role.
- Personality words («خوشاخلاق», «دلسوز», «منظم»…) added to the tag stop-list.
- Prompt: gender goes to the gender field, not the role.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Many Medjobs/Telegram ads name a Tehran neighborhood («ونک», «تهرانپارس»…) but
carry no coordinates. New TehranGeo geocoder maps ~45 neighborhood names to a
rough center; Publish falls back to it (from the resolved district / AI district
/ area note) when the source ad has no point. Shown via the existing «محدودهٔ
تقریبی» circle + disclaimer — never a precise pin. Tehran-only; extends the
existing approx-coords feature so non-Divar listings can show a map too.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
We captured Divar's privacy-fuzzed coords on RawListing but discarded them for
the listings that need them: unnamed-facility shifts/jobs dropped them (to avoid
piling on the shared placeholder) and applicants had no coordinate field at all.
- Add Lat/Lng to Shift, JobOpening, TalentListing (migration ListingApproxCoords).
- Publish stores the source ad's approx coords on each aggregated listing.
- Detail pages render the map from the listing's own coords (fallback: facility),
and aggregated coords show as a shaded «محدودهٔ تقریبی» circle (not a precise
pin) via _NeshanMap data-approx, with a disclaimer. Applicants get a map card
(they had none) + the page now loads the Neshan key.
Only Divar provides coords; the map needs NeshanMapKey set in admin settings.
Existing rows get coords once reprocessed (RawListing already has them).
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Qualified live applicants and found three problems, all fixed:
- Duplicate cards: one ad fanned out into «پرستار» + «پرستار کودک» (same person).
Applicants now publish ONE listing (no role fan-out); secondary roles → tags.
- Role sprawl: modifiers became roles. Prompt now returns the BASE profession
and pushes age-group/ward/seniority to tags; new roles only for a genuinely
new base profession (تکنسین داروخانه ✓, پرستار کودک ✗).
- Tag/category noise: categories pinned to the 5 fixed groups (+سایر, never
invented); BuildTags drops pay/contact/location/fragment words.
Reprocess action: IngestionService.ReprocessAsync re-runs the current pipeline
over every stored RawListing WITHOUT re-fetching (keeps the raw text, so nothing
is lost to sources only exposing recent posts), deleting the old aggregated
posts and republishing cleanly. Admin dashboard button «پردازش مجددِ آیتمهای
ذخیرهشده» runs it on a background scope; result lands in the run-log.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Phone fix: shifts/jobs showed Facility.Phone, but unnamed ads all share one
placeholder facility, so every such listing displayed the same stale number
while the ad's real phone sat unused in the description. ContactMethod is now
attachable to a Shift/JobOpening (not just talent); ingestion stores the ad's
own number(s) on each listing and the detail pages render them (new
_ContactList partial), falling back to the facility phone only when the ad had
none. Migration ShiftJobContacts (nullable owner FKs) — auto-applies on deploy.
Stale applicants: skip «آماده به کار» posts older than 7 days at ingest, by the
source's real timestamp (Telegram <time>, Bale date) or a Persian time-ago
phrase in the text (Divar «۲ هفته پیش»). Recorded as Discarded; shifts/jobs
are not aged out.
Admin: Review page now shows a «مشاهده آگهی در منبع» link (RawListing.SourceUrl)
so the source post can be checked before publishing.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
- Unknown roles from the AI are now resolved-or-CREATED (Persian-normalized dedupe) instead of dropped/fallback; new role gets the AI's category, assigned to the applicant.
- AI output gains category + tags; AI-detected skills/requirements (ICU, MMT, پروانهدار…) now fold into the applicant's searchable Tags.
- System prompt is hardcoded in AppSetting.DefaultPrompt and used directly by the auditor; admin sees it read-only (cannot edit/break it).
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
- Tags: parser extracts cert/skill keywords (mmt, ICU/CCU, دیالیز, اتاق عمل,
اورژانس, مسئول فنی, پروانهدار…) + role + city into TalentListing.Tags
(+ migration); shown as chips on cards.
- Deep search on /Talent: «جستجوی عمیق» box does Postgres ILIKE across
tags, description, person, area, role, city (every term must match);
matches are highlighted with <mark> via SearchHighlight.
- Never delete: ShiftStatus.Archived + the admin «بایگانی گروهی» action now
ARCHIVES aggregated posts (hidden from site, kept in DB) and leaves the
raw crawl rows intact — a permanent archive for future analytics.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
- ContactMethod entity (Type + Value + SortOrder) 1→N on TalentListing (+ migration).
- Parser extracts ALL contacts: multiple phones + landlines, email, and
socials (Instagram/Telegram/Bale/WhatsApp/website) via URLs and Persian
keyword cues; primary Phone kept for cards.
- ContactInfo helper: per-type label/icon/clickable href (tel:/mailto:/t.me/…).
- Ingestion attaches contacts to each (fanned-out) talent listing; manual
Review re-parses to attach them + the admin-typed phone.
- Talent details renders the full contact list as buttons; falls back to the
single phone, then the Divar source link.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
An ad like «استخدام پرستار سالمند و کودک و همراه بیمار» names several roles;
we kept only the first. Now:
- Parser collects ALL roles (ParsedListing.RoleNames): exact taxonomy
matches (substring-deduped so پرستار⊂پرستار سالمندان) plus synonyms
(سالمند→پرستار سالمندان, کودک/همراه بیمار→پرستار, اتاق عمل→تکنسین اتاق عمل…),
capped at 4.
- Ingestion publishes one Shift/Job/Talent per resolved role (AI role +
parser roles, distinct, capped), so each role is independently
browsable and filterable. RawListing dedupe is unchanged (one raw → N posts).
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
- Parser now reads the currency: ریال amounts (incl. «میلیون ریال» and
numbers with no تومان unit but ≥200M) are converted to تومان (÷10), so
«۴۰۰٬۰۰۰٬۰۰۰ ریال» shows as ۴۰٬۰۰۰٬۰۰۰ تومان instead of 400M.
- Aggregated facility fallback name no longer embeds the source
(«مرکز درمانی (از مدجابز)» → «مرکز درمانی (نامشخص)»).
- Talent details only ever names Divar as a fallback source (when the
number couldn't be extracted); medjobs/telegram are never shown publicly.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
AI (when enabled, now that the server proxy is up):
- AiStructured gains phone, personName, yearsExperience, isLicensed.
- The auditor appends an authoritative output-schema to the admin prompt
so classification stays correct even with an older stored prompt — it
now classifies kind as shift|job|talent and extracts the contact phone
and talent details.
- Ingestion publish prefers the AI's tags (kind/role/city/facility/phone +
talent fields) over the heuristic parser when present.
- Default prompt updated to describe the three kinds + new fields.
Phone extraction from websites (Medjobs / generic sites), where the
number sits behind a "تماس با این آگهی" reveal:
- HtmlUtil.HarvestPhones scans the full markup for tel: links, JSON-LD
"telephone", data-*phone* attributes, and inline Iranian mobile/landline
numbers (Persian digits folded), normalized (mobiles 09…, landlines 0…).
- Medjobs + Website sources append harvested numbers to the ad text so the
parser/AI capture them; manual review then prefills the phone too.
- Parser phone extraction now also captures a landline as a fallback.
Note: if a site loads the number purely via XHR (not in HTML), a
per-source reveal endpoint would be a follow-up.
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>
When publishing a scraped listing we now look for a facility we already
have that is exactly or closely the same, and only create a new one when
there is no match — avoiding duplicates like «بیمارستان میلاد» vs «میلاد».
- ListingParser: extract a facility name (keyword + distinctive words) from
the post and surface it in the parser notes.
- FacilityMatcher: Persian-aware normalization (ي/ك, ZWNJ, punctuation),
type-word stripping for a "core" name, contains + Levenshtein similarity,
and FindBest (same-city exact → any-city exact → same-city fuzzy → fuzzy).
- Review (manual publish): auto-select a matching facility or prefill the
new-facility name; resolve-or-create uses fuzzy match; dropdown preselects.
- IngestionService (auto-publish): reuse FacilityMatcher against a run-wide
facility list (grows as new ones are created) instead of exact-name only.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Each ingestion run now records an IngestionRun row (found/queued/published/flagged/spam/duplicates + a per-source detail string). Admin → صف آگهیها shows a «تاریخچه جمعآوری» table of the last 15 runs (hover a row for the per-source breakdown), so admins can see how much each source found vs added over time. IngestionSummary gains TotalFetched. Migration: IngestionRuns table.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
- AppSetting gains source config: AutoIngestEnabled, IngestIntervalMinutes, Telegram/Bale/Divar enabled+channels/token/queries
- IListingSource.FetchAsync(AppSetting) — sources read config from DB, not IOptions/appsettings; sample source dev-only
- IngestionWorker reads AutoIngest+interval from DB each cycle (toggle at runtime, no redeploy)
- /Admin/Settings gets a 'منابع جمعآوری' section; removed Ingestion env/appsettings + compose env vars
- ENV_FILE shrinks to HOST_PORT + POSTGRES_* + ADMIN_PHONE (AI + sources are all in-admin); migration
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
soroush.asadi