filter appliede

backend/g_sheet/app.py

@@ -209,6 +209,8 @@ async def fetch_form_data(
     has_linkedin: bool | None = Query(None),
     has_resume: bool | None = Query(None),
     city: str | None = Query(None),
+    source: str | None = Query(None),
+    assigned: bool | None = Query(None),
     no_suggestions: bool | None = Query(None),
     offset: int = Query(0,ge=0),
     # Caller-chosen page size (Inbox sends 10/25/50/100). None = unpaged.
@@ -222,7 +224,8 @@ async def fetch_form_data(
             sheet=sheet,search=search,offset=offset,limit=limit,
             processing_state=processing_state,is_duplicate=is_duplicate,
             has_linkedin=has_linkedin,has_resume=has_resume,
-            city=_city_values(city),no_suggestions=no_suggestions,
+            city=_city_values(city),source=(source or "").strip() or None,
+            assigned=assigned,no_suggestions=no_suggestions,
         )
         return JSONResponse(content={"data":items,"total":total,"status_code":200})
     except HTTPException:
@@ -242,6 +245,8 @@ async def fetch_form_data_counts(
     has_linkedin: bool | None = Query(None),
     has_resume: bool | None = Query(None),
     city: str | None = Query(None),
+    source: str | None = Query(None),
+    assigned: bool | None = Query(None),
     current_user: dict = Depends(_FORM_DATA_READ),
     session: AsyncSession = Depends(get_session),
 ):
@@ -249,7 +254,7 @@ async def fetch_form_data_counts(
         service=SheetFormData(session=session)
         data=await service.get_counts(
             sheet=sheet,search=search,has_linkedin=has_linkedin,has_resume=has_resume,
-            city=_city_values(city),
+            city=_city_values(city),source=(source or "").strip() or None,assigned=assigned,
         )
         return JSONResponse(content={"data":data,"total":1,"status_code":200})
     except HTTPException:

backend/g_sheet/models.py

@@ -129,7 +129,8 @@ class FormData(SQLModel, table=True):
     @classmethod
     def _filters(
         cls, *, sheet=None, search=None, processing_state=None, is_duplicate=None,
-        has_linkedin=None, has_resume=None, city=None, no_suggestions=None, inbox_filter=None,
+        has_linkedin=None, has_resume=None, city=None, source=None, assigned=None,
+        no_suggestions=None, inbox_filter=None,
     ):
         filters = []
         if sheet:
@@ -161,6 +162,16 @@ class FormData(SQLModel, table=True):
         if cities:
             city_col = func.lower(func.coalesce(cls.city, cls.residing_city))
             filters.append(city_col.in_([c.lower() for c in cities]))
+        if source:
+            text = source.strip()
+            lowered = text.lower()
+            if lowered not in ("google sheet", "google_sheet", "sheet"):
+                filters.append(cls.source_of_application.ilike(f"%{text}%"))
+        if assigned is True:
+            filters.append(or_(cls.assigned_job_post_id.is_not(None), cls.job_post_id.is_not(None)))
+        elif assigned is False:
+            filters.append(cls.assigned_job_post_id.is_(None))
+            filters.append(cls.job_post_id.is_(None))
         if no_suggestions is True:
             filters.append(cls._no_suggested_jobs())
         if inbox_filter == "matched":
@@ -346,7 +357,8 @@ class FormData(SQLModel, table=True):
     async def fetch_form_data(
         cls, session: AsyncSession, *, sheet=None, search=None,
         processing_state=None, is_duplicate=None, has_linkedin=None,
-        has_resume=None, city=None, no_suggestions=None, inbox_filter=None,
+        has_resume=None, city=None, source=None, assigned=None,
+        no_suggestions=None, inbox_filter=None,
         offset=0, limit=None,
     ):
         statement = select(cls).order_by(cls.created_at.desc(), cls.id.desc())
@@ -354,7 +366,8 @@ class FormData(SQLModel, table=True):
             sheet=sheet, search=search,
             processing_state=processing_state, is_duplicate=is_duplicate,
             has_linkedin=has_linkedin, has_resume=has_resume,
-            city=city, no_suggestions=no_suggestions, inbox_filter=inbox_filter,
+            city=city, source=source, assigned=assigned,
+            no_suggestions=no_suggestions, inbox_filter=inbox_filter,
         ):
             statement = statement.where(clause)
         if offset:
@@ -441,14 +454,16 @@ class FormData(SQLModel, table=True):
     async def count_form_data(
         cls, session: AsyncSession, *, sheet=None, search=None,
         processing_state=None, is_duplicate=None, has_linkedin=None,
-        has_resume=None, city=None, no_suggestions=None, inbox_filter=None,
+        has_resume=None, city=None, source=None, assigned=None,
+        no_suggestions=None, inbox_filter=None,
     ):
         statement = select(func.count()).select_from(cls)
         for clause in cls._filters(
             sheet=sheet, search=search,
             processing_state=processing_state, is_duplicate=is_duplicate,
             has_linkedin=has_linkedin, has_resume=has_resume,
-            city=city, no_suggestions=no_suggestions, inbox_filter=inbox_filter,
+            city=city, source=source, assigned=assigned,
+            no_suggestions=no_suggestions, inbox_filter=inbox_filter,
         ):
             statement = statement.where(clause)
         result = await session.execute(statement)
@@ -457,7 +472,7 @@ class FormData(SQLModel, table=True):
     @classmethod
     async def count_processing(
         cls, session: AsyncSession, *, sheet=None, search=None,
-        has_linkedin=None, has_resume=None, city=None,
+        has_linkedin=None, has_resume=None, city=None, source=None, assigned=None,
     ):
         """Tab badge counts for the Sheet Forms channel.
 
@@ -483,6 +498,7 @@ class FormData(SQLModel, table=True):
         for clause in cls._filters(
             sheet=sheet, search=search,
             has_linkedin=has_linkedin, has_resume=has_resume, city=city,
+            source=source, assigned=assigned,
         ):
             statement = statement.where(clause)
         row = (await session.execute(statement)).one()
@@ -512,6 +528,16 @@ class FormData(SQLModel, table=True):
         )
         return [text.strip() for text in result.scalars().all() if (text or "").strip()]
 
+    @classmethod
+    async def distinct_sources(cls, session: AsyncSession):
+        """Non-blank source_of_application values. Distinct only within form_data."""
+        result = await session.execute(
+            select(cls.source_of_application)
+            .where(cls.source_of_application.is_not(None), cls.source_of_application != "")
+            .distinct()
+        )
+        return [text.strip() for text in result.scalars().all() if (text or "").strip()]
+
     @classmethod
     async def delete_by_sheet(cls, session: AsyncSession, sheet: str, *, commit: bool = True):
         count_result = await session.execute(

backend/g_sheet/views.py

@@ -436,20 +436,20 @@ class SheetFormData(Sheet):
     async def get_form_data(
         self,sheet=None,search=None,offset=0,limit=None,
         processing_state=None,is_duplicate=None,has_linkedin=None,has_resume=None,
-        city=None,no_suggestions=None,
+        city=None,source=None,assigned=None,no_suggestions=None,
     ):
         session=self._require_session()
         rows=await FormData.fetch_form_data(
             session,sheet=sheet,search=search,offset=offset,limit=limit,
             processing_state=processing_state,is_duplicate=is_duplicate,
             has_linkedin=has_linkedin,has_resume=has_resume,city=city,
-            no_suggestions=no_suggestions,
+            source=source,assigned=assigned,no_suggestions=no_suggestions,
         )
         total=await FormData.count_form_data(
             session,sheet=sheet,search=search,
             processing_state=processing_state,is_duplicate=is_duplicate,
             has_linkedin=has_linkedin,has_resume=has_resume,city=city,
-            no_suggestions=no_suggestions,
+            source=source,assigned=assigned,no_suggestions=no_suggestions,
         )
         items=await self._hydrate_job_posts([serialize_form_data(row) for row in rows])
         from job.candidate.views import CandidateView
@@ -600,10 +600,11 @@ class SheetFormData(Sheet):
             raise HTTPException(status_code=404,detail="Form data not found")
         return await self.get_form_data_by_id(record_id)
 
-    async def get_counts(self,sheet=None,search=None,has_linkedin=None,has_resume=None,city=None):
+    async def get_counts(self,sheet=None,search=None,has_linkedin=None,has_resume=None,city=None,source=None,assigned=None):
         return await FormData.count_processing(
             self._require_session(),sheet=sheet,search=search,
             has_linkedin=has_linkedin,has_resume=has_resume,city=city,
+            source=source,assigned=assigned,
         )
 
     async def count_rows(self,sheet=None,search=None,has_linkedin=None,has_resume=None):

backend/inbox/app.py

@@ -26,10 +26,12 @@ def _city_values(city: str | None):
     return parts or None
 
 
-def _apps_payload(items,total,cities=None):
+def _apps_payload(items,total,cities=None,sources=None):
     body={"data":items,"total":total,"status_code":200}
     if cities is not None:
         body["cities"]=cities
+    if sources is not None:
+        body["sources"]=sources
     return JSONResponse(content=body)
 
 
@@ -97,6 +99,8 @@ class ReadAllBody(BaseModel):
     is_duplicate: bool | None = None
     no_suggestions: bool | None = None
     processing_state: str | None = None
+    city: str | None = None
+    source: str | None = None
 
 
 class TriageOverrideBody(BaseModel):
@@ -303,6 +307,8 @@ async def mark_all_inbox_read(
             is_duplicate=payload.is_duplicate,
             no_suggestions=payload.no_suggestions,
             processing_state=payload.processing_state,
+            city=_city_values(payload.city),
+            source=(payload.source or "").strip() or None,
         )
         return JSONResponse(content={"data":data,"total":data["updated"],"status_code":200})
     except HTTPException:
@@ -338,6 +344,7 @@ async def get_all_applications(
     processing_state: str | None = Query(default=None),
     search: str | None = Query(None),
     city: str | None = Query(None),
+    source: str | None = Query(None),
     city_list: bool = Query(default=False),
     # Caller-chosen page size (Inbox / Job Matching send 10/25/50/100). None = unpaged.
     top: int | None = Query(None, ge=1, le=500),
@@ -348,23 +355,25 @@ async def get_all_applications(
     try:
         service=Email(session=session)
         city_values=_city_values(city)
+        source_value=(source or "").strip() or None
         cities=await service.list_cities() if city_list else None
+        sources=await service.list_sources() if city_list else None
         
         if application_status in (Candidate_application_Status.PROCESS, Candidate_application_Status.REJECTED, Candidate_application_Status.SCREENING, Candidate_application_Status.ASSESSMENT, Candidate_application_Status.INTERVIEW, Candidate_application_Status.OFFER, Candidate_application_Status.HIRED) or processing_state:
-            items=await service.get_all_applications(top, skip, search, application_status=application_status, assigned=assigned, is_duplicate=is_duplicate, no_suggestions=no_suggestions, processing_state=processing_state, city=city_values)
+            items=await service.get_all_applications(top, skip, search, application_status=application_status, assigned=assigned, is_duplicate=is_duplicate, no_suggestions=no_suggestions, processing_state=processing_state, city=city_values, source=source_value)
-            total=await service.count_inbox_messages(search, application_status=application_status, assigned=assigned, is_duplicate=is_duplicate, no_suggestions=no_suggestions, processing_state=processing_state, city=city_values)
+            total=await service.count_inbox_messages(search, application_status=application_status, assigned=assigned, is_duplicate=is_duplicate, no_suggestions=no_suggestions, processing_state=processing_state, city=city_values, source=source_value)
-            return _apps_payload(items,total,cities)
+            return _apps_payload(items,total,cities,sources)
         if isread==False:
-            items=await service.get_all_applications(top, skip, search, isread=False, assigned=assigned, is_duplicate=is_duplicate, no_suggestions=no_suggestions, processing_state=processing_state, city=city_values)
+            items=await service.get_all_applications(top, skip, search, isread=False, assigned=assigned, is_duplicate=is_duplicate, no_suggestions=no_suggestions, processing_state=processing_state, city=city_values, source=source_value)
-            total=await service.count_inbox_messages(search, isread=False, assigned=assigned, is_duplicate=is_duplicate, no_suggestions=no_suggestions, processing_state=processing_state, city=city_values)
+            total=await service.count_inbox_messages(search, isread=False, assigned=assigned, is_duplicate=is_duplicate, no_suggestions=no_suggestions, processing_state=processing_state, city=city_values, source=source_value)
-            return _apps_payload(items,total,cities)
+            return _apps_payload(items,total,cities,sources)
         if record_id:
             item=await service.get_application_by_id(record_id)
-            return _apps_payload(item,1,cities)
+            return _apps_payload(item,1,cities,sources)
 
-        items=await service.get_all_applications(top,skip,search,assigned=assigned,is_duplicate=is_duplicate,no_suggestions=no_suggestions,processing_state=processing_state,city=city_values)
+        items=await service.get_all_applications(top,skip,search,assigned=assigned,is_duplicate=is_duplicate,no_suggestions=no_suggestions,processing_state=processing_state,city=city_values,source=source_value)
-        total=await service.count_inbox_messages(search,assigned=assigned,is_duplicate=is_duplicate,no_suggestions=no_suggestions,processing_state=processing_state,city=city_values)
+        total=await service.count_inbox_messages(search,assigned=assigned,is_duplicate=is_duplicate,no_suggestions=no_suggestions,processing_state=processing_state,city=city_values,source=source_value)
-        return _apps_payload(items,total,cities)
+        return _apps_payload(items,total,cities,sources)
     except HTTPException:
         raise
     except Exception as e:

backend/inbox/models.py

@@ -9,7 +9,7 @@ from dotenv import load_dotenv
 from fastapi import HTTPException
 from inbox.enums import Candidate_application_Status
 from role.models import EnumRoles, Roles
-from sqlalchemy import Column, DateTime, case, func, or_, update
+from sqlalchemy import Column, DateTime, case, false, func, or_, update
 from sqlalchemy.dialects.postgresql import JSONB
 from sqlalchemy.exc import IntegrityError
 from sqlalchemy.ext.asyncio import AsyncSession
@@ -1031,6 +1031,7 @@ class Inbox_Messages(SQLModel, table=True):
         no_suggestions: bool | None=None,
         processing_state: str | None=None,
         city=None,
+        source: str | None=None,
         inbox_filter: str | None=None,
     ):
         """The one WHERE chain shared by the list, the count and the bulk read UPDATE.
@@ -1061,6 +1062,23 @@ class Inbox_Messages(SQLModel, table=True):
         cities = [c.strip() for c in (city or []) if (c or "").strip()]
         if cities:
             statement = statement.where(func.lower(cls.city).in_([c.lower() for c in cities]))
+        if source:
+            text = source.strip()
+            lowered = text.lower()
+            if lowered in ("google sheet", "google_sheet", "sheet"):
+                statement = statement.where(false())
+            else:
+                key = lowered.replace(" ", "_")
+                channel_ids = select(SourceChannels.id).where(
+                    or_(
+                        func.lower(SourceChannels.label) == lowered,
+                        SourceChannels.key == key,
+                    )
+                )
+                statement = statement.where(or_(
+                    cls.source_channel_id.in_(channel_ids),
+                    cls.message_to.ilike(f"%{text}%"),
+                ))
         if inbox_filter == "matched":
             statement = statement.where(cls.match_status == "matched")
         elif inbox_filter == "unassigned":
@@ -1076,12 +1094,12 @@ class Inbox_Messages(SQLModel, table=True):
 
     @classmethod
     async def get_inbox_messages(
-        cls, session: AsyncSession, top: int | None, skip: int, search: str | None, isread: bool=True, application_status: Candidate_application_Status=Candidate_application_Status.CLOSED, assigned: bool | None=None, is_duplicate: bool | None=None, no_suggestions: bool | None=None, processing_state: str | None=None, city=None, light: bool=False
+        cls, session: AsyncSession, top: int | None, skip: int, search: str | None, isread: bool=True, application_status: Candidate_application_Status=Candidate_application_Status.CLOSED, assigned: bool | None=None, is_duplicate: bool | None=None, no_suggestions: bool | None=None, processing_state: str | None=None, city=None, source=None, light: bool=False
     ):
         statement = cls._apply_filters(
             select(cls).order_by(cls.created_at.desc(), cls.id.desc()),
             search, isread, application_status, assigned, is_duplicate,
-            no_suggestions, processing_state, city,
+            no_suggestions, processing_state, city, source,
         )
         if skip:
             statement = statement.offset(skip)
@@ -1162,11 +1180,11 @@ class Inbox_Messages(SQLModel, table=True):
         return {str(job_id): int(n) for job_id, n in result.all()}
 
     @classmethod
-    async def count_inbox_messages(cls, session: AsyncSession, search: str | None, isread: bool=True, application_status: Candidate_application_Status=Candidate_application_Status.CLOSED, assigned: bool | None=None, is_duplicate: bool | None=None, no_suggestions: bool | None=None, processing_state: str | None=None, city=None):
+    async def count_inbox_messages(cls, session: AsyncSession, search: str | None, isread: bool=True, application_status: Candidate_application_Status=Candidate_application_Status.CLOSED, assigned: bool | None=None, is_duplicate: bool | None=None, no_suggestions: bool | None=None, processing_state: str | None=None, city=None, source=None):
         statement = cls._apply_filters(
             select(func.count()).select_from(cls),
             search, isread, application_status, assigned, is_duplicate,
-            no_suggestions, processing_state, city,
+            no_suggestions, processing_state, city, source,
         )
         result = await session.execute(statement)
         return result.scalar_one()
@@ -1283,6 +1301,8 @@ class Inbox_Messages(SQLModel, table=True):
         is_duplicate: bool | None=None,
         processing_state: str | None=None,
         no_suggestions: bool | None=None,
+        city=None,
+        source: str | None=None,
     ) -> int:
         """Mark every row matching a list filter. Returns rows actually CHANGED.
 
@@ -1291,7 +1311,10 @@ class Inbox_Messages(SQLModel, table=True):
         was already read. It also keeps read_overridden_at off rows nobody decided
         anything about, so the Outlook sweep keeps its reach over untouched mail.
         """
-        statement=cls._apply_filters(update(cls),search,isread,application_status,assigned,is_duplicate,no_suggestions,processing_state)
+        statement=cls._apply_filters(
+            update(cls),search,isread,application_status,assigned,is_duplicate,
+            no_suggestions,processing_state,city,source,
+        )
         statement=statement.where(cls.message_read!=bool(read))
         result=await session.execute(
             statement.values(message_read=bool(read),read_overridden_at=_now())
@@ -1834,6 +1857,49 @@ class AtsResults(SQLModel, table=True):
         )
         return result.scalars().first()
 
+    @classmethod
+    async def get_latest_by_job_for_inbox(cls, session: AsyncSession, inbox_id):
+        """Newest score per job_post_id for one inbox row (current or superseded)."""
+        if inbox_id is None:
+            return []
+        result = await session.execute(
+            select(cls)
+            .where(cls.inbox_id == int(inbox_id))
+            .order_by(cls.computed_at.desc())
+        )
+        by_job = {}
+        for row in result.scalars():
+            jid = str(row.job_post_id) if row.job_post_id else None
+            if jid and jid not in by_job:
+                by_job[jid] = row
+        return list(by_job.values())
+
+    @classmethod
+    async def get_latest_by_job_for_messages(cls, session: AsyncSession, message_ids) -> dict:
+        """{str(message_id): [newest score per job]} for a page of inbox messages."""
+        keys = []
+        for raw in message_ids or []:
+            uid = cls._as_uuid(raw)
+            if uid is not None:
+                keys.append(uid)
+        if not keys:
+            return {}
+        result = await session.execute(
+            select(cls, Inbox.message_id)
+            .join(Inbox, cls.inbox_id == Inbox.id)
+            .where(Inbox.message_id.in_(keys))
+            .order_by(cls.computed_at.desc())
+        )
+        grouped = {}
+        for row, mid in result.all():
+            if mid is None:
+                continue
+            bucket = grouped.setdefault(mid, {})
+            jid = str(row.job_post_id) if row.job_post_id else None
+            if jid and jid not in bucket:
+                bucket[jid] = row
+        return {str(mid): list(jobs.values()) for mid, jobs in grouped.items()}
+
     @classmethod
     async def get_for_form_job(cls, session: AsyncSession, form_data_id, job_post_id):
         """Any score for this form_data row against this job — current or superseded."""

backend/inbox/serializers.py

@@ -82,6 +82,18 @@ def serialize_message(message: Inbox_Messages, *, linkedin_url=None) -> dict:
         "match_error": message.match_error,
         "matched_at": message.matched_at.isoformat() if message.matched_at else None,
         "resume_text": message.resume_text,
+        "ats_score": message.ats_score,
+        "ats_band": message.ats_band or None,
+    }
+
+
+def serialize_ats_result(row) -> dict:
+    """One inbox ats_results row — same keys the Sheet Forms cards paint."""
+    return {
+        "job_post_id": str(row.job_post_id) if row.job_post_id else None,
+        "overall_score": row.overall_score,
+        "band": row.band or None,
+        "computed_at": row.computed_at.isoformat() if row.computed_at else None,
     }
 
 

backend/inbox/tasks.py

@@ -39,6 +39,8 @@ async def score_message_against_job(record_id:str,job_id:str) -> dict:
     except ValueError:
         raise PermanentTaskError("record_id and job_id must be uuids")
 
+    already=False
+    results=[]
     async with session_scope() as session:
         link=await Inbox.get_inbox_by_message_id(session,mid)
         if link is not None:
@@ -46,22 +48,65 @@ async def score_message_against_job(record_id:str,job_id:str) -> dict:
             # a user, so already_scored must not depend on it.
             existing=await AtsResults.get_for_inbox_job(session,link.id,jid)
             if existing is not None:
-                return {"status":"already_scored"}
+                already=True
-        job=await JobPosts.get_job_post_by_id(session,job_id)
+        if not already:
-        if job is None or job.is_deleted:
+            job=await JobPosts.get_job_post_by_id(session,job_id)
-            raise PermanentTaskError("job post missing or deleted")
+            if job is None or job.is_deleted:
-        service=CandidateScoring(session=session)
+                raise PermanentTaskError("job post missing or deleted")
-        try:
+            service=CandidateScoring(session=session)
-            # Attribute the rows to the job's owner — there is no request user
+            try:
-            # in a background task.
+                # Attribute the rows to the job's owner — there is no request user
-            results=await service.score_inbox(job_id,[record_id],{"id":str(job.created_by)})
+                # in a background task.
-        except HTTPException as exc:
+                results=await service.score_inbox(job_id,[record_id],{"id":str(job.created_by)})
-            # 400/404 from score_inbox are permanent (no attachment, bad ids);
+            except HTTPException as exc:
-            # retrying cannot fix them.
+                # 400/404 from score_inbox are permanent (no attachment, bad ids);
-            raise PermanentTaskError(str(exc.detail)) from exc
+                # retrying cannot fix them.
+                raise PermanentTaskError(str(exc.detail)) from exc
+    if already:
+        # Assigning a job already scored as a suggestion must still flip the
+        # denormed chip from max-of-suggestions to that job.
+        await denorm_message_ats_score(record_id)
+        return {"status":"already_scored"}
+    await denorm_message_ats_score(record_id)
     return {"status":"scored","results":len(results)}
 
 
+async def denorm_message_ats_score(record_id:str) -> None:
+    """Stamp inbox_messages.ats_score: assigned job if set, else max of suggestions."""
+    async with session_scope() as session:
+        msg=await Inbox_Messages.get_inbox_message_by_id(session,record_id)
+        if msg is None:
+            return
+        link=await Inbox.get_inbox_by_message_id(session,record_id)
+        if link is None:
+            return
+        rows=await AtsResults.get_latest_by_job_for_inbox(session,link.id)
+        if not rows:
+            return
+        chosen=None
+        assigned=msg.assigned_job_post_id
+        if assigned:
+            chosen=next((r for r in rows if str(r.job_post_id)==str(assigned)),None)
+        if chosen is None:
+            chosen=max(rows,key=lambda r:float(r.overall_score or 0))
+        await Inbox_Messages.set_ats_score(session,record_id,chosen.overall_score,chosen.band)
+
+
+async def score_message_against_jobs(record_id:str,job_ids) -> None:
+    """Score one inbox CV against each job. Failures do not abort the rest."""
+    seen=set()
+    for raw in job_ids or []:
+        job_id=str(raw or "").strip()
+        if not job_id or job_id in seen:
+            continue
+        seen.add(job_id)
+        try:
+            outcome=await score_message_against_job(record_id,job_id)
+            logger.info("ats auto-score %s vs %s: %s",record_id,job_id,outcome.get("status"))
+        except Exception as exc:
+            logger.warning("ats auto-score failed for %s vs %s: %s",record_id,job_id,exc)
+
+
 @broker.task(
     task_name="g_sheet.score_form",
     retry_on_error=True,
@@ -166,23 +211,18 @@ async def match_inbox_message(record_id:str,force:bool=False) -> dict:
             status=status,
             error=result.get("error") or "",
         )
-    # Auto-score: the match just paired this CV with jobs, so run the ATS on the
+    # Auto-score every suggested job. The list chip is the max until a recruiter
-    # spot — assigned job first, else the agent's top suggestion. Scoring failures
+    # assigns one; assignment then re-runs ATS against that job_post_id.
-    # must not fail the match; the match result is already committed above.
+    # Scoring failures must not fail the match; the match result is committed above.
     suggested=[str(j) for j in (result.get("suggested_job_post_ids") or []) if j]
-    score_job_id=None
+    score_job_ids=list(suggested)
     async with session_scope() as session:
         fresh=await Inbox_Messages.get_inbox_message_by_id(session,record_id)
         if fresh is not None and fresh.assigned_job_post_id:
-            score_job_id=str(fresh.assigned_job_post_id)
+            assigned=str(fresh.assigned_job_post_id)
-    if score_job_id is None and suggested:
+            if assigned not in score_job_ids:
-        score_job_id=suggested[0]
+                score_job_ids.append(assigned)
-    if score_job_id:
+    await score_message_against_jobs(record_id,score_job_ids)
-        try:
-            outcome=await score_message_against_job(record_id,score_job_id)
-            logger.info("ats auto-score %s vs %s: %s",record_id,score_job_id,outcome.get("status"))
-        except Exception as exc:
-            logger.warning("ats auto-score failed for %s vs %s: %s",record_id,score_job_id,exc)
 
     return {
         "status":status,

backend/inbox/views.py

@@ -4,9 +4,9 @@ import uuid
 import httpx,os
 from fastapi import HTTPException
 from inbox.enums import Candidate_application_Status
-from inbox.models import Inbox_Messages,Inbox_Message_Triage,MailboxSyncRun,Inbox
+from inbox.models import Inbox_Messages,Inbox_Message_Triage,MailboxSyncRun,Inbox,SourceChannels,AtsResults
 from inbox.file_decoder import extract_pdf_attachments
-from inbox.serializers import serialize_application, serialize_message, serialize_triage, serialize_mailbox_sync_run
+from inbox.serializers import serialize_application, serialize_message, serialize_triage, serialize_mailbox_sync_run, serialize_ats_result
 from inbox.plugins import (
     EMAIL_API_TOKEN,
     attach_email_pdfs_to_s3,
@@ -272,15 +272,16 @@ class Email:
             item["assigned_job_post"]=await cv.get_job_post_by_id(record_id=assigned_id)
         else:
             item["assigned_job_post"]=None
-        return await cv.attach_application_history(item)
+        items=await self._paint_inbox_ats([item])
+        return await cv.attach_application_history(items[0])
 
-    async def get_all_applications(self,top,skip,search=None,isread:bool=True,application_status:Candidate_application_Status=Candidate_application_Status.CLOSED,assigned=None,is_duplicate=None,no_suggestions=None,processing_state=None,city=None):
+    async def get_all_applications(self,top,skip,search=None,isread:bool=True,application_status:Candidate_application_Status=Candidate_application_Status.CLOSED,assigned=None,is_duplicate=None,no_suggestions=None,processing_state=None,city=None,source=None):
         if application_status in (Candidate_application_Status.PROCESS, Candidate_application_Status.REJECTED, Candidate_application_Status.SCREENING, Candidate_application_Status.ASSESSMENT, Candidate_application_Status.INTERVIEW, Candidate_application_Status.OFFER, Candidate_application_Status.HIRED) or processing_state:
-            messages=await Inbox_Messages.get_inbox_messages(self.session,top,skip,search,application_status=application_status,assigned=assigned,is_duplicate=is_duplicate,no_suggestions=no_suggestions,processing_state=processing_state,city=city,light=True)
+            messages=await Inbox_Messages.get_inbox_messages(self.session,top,skip,search,application_status=application_status,assigned=assigned,is_duplicate=is_duplicate,no_suggestions=no_suggestions,processing_state=processing_state,city=city,source=source,light=True)
         elif isread==False:
-            messages=await Inbox_Messages.get_inbox_messages(self.session,top,skip,search,isread,assigned=assigned,is_duplicate=is_duplicate,no_suggestions=no_suggestions,processing_state=processing_state,city=city,light=True)
+            messages=await Inbox_Messages.get_inbox_messages(self.session,top,skip,search,isread,assigned=assigned,is_duplicate=is_duplicate,no_suggestions=no_suggestions,processing_state=processing_state,city=city,source=source,light=True)
         else:
-            messages=await Inbox_Messages.get_inbox_messages(self.session,top,skip,search,assigned=assigned,is_duplicate=is_duplicate,no_suggestions=no_suggestions,processing_state=processing_state,city=city,light=True)
+            messages=await Inbox_Messages.get_inbox_messages(self.session,top,skip,search,assigned=assigned,is_duplicate=is_duplicate,no_suggestions=no_suggestions,processing_state=processing_state,city=city,source=source,light=True)
         urls=await Inbox.linkedin_urls_by_message_ids(self.session,[m.id for m in messages])
         items=[serialize_application(m,linkedin_url=urls.get(m.id),light=True) for m in messages]
         items=await self._attach_job_posts(items)
@@ -323,6 +324,46 @@ class Email:
                 else:
                     suggested.append(dict(payload))
             item["suggested_job_posts"]=suggested
+        items=await self._paint_inbox_ats(items)
+        return items
+
+    async def _paint_inbox_ats(self,items):
+        """Attach per-job ATS scores onto suggested/assigned posts and stamp max.
+
+        Unassigned rows show the highest suggestion score; assigned rows show
+        the score against assigned_job_post_id — same rule as Sheet Forms.
+        """
+        if not items:
+            return items
+        by_msg=await AtsResults.get_latest_by_job_for_messages(
+            self.session,[item.get("id") for item in items],
+        )
+        for item in items:
+            rows=by_msg.get(str(item.get("id") or "")) or []
+            scores=[serialize_ats_result(r) for r in rows]
+            item["ats_results"]=scores
+            score_by_job={
+                str(s["job_post_id"]):s for s in scores if s.get("job_post_id")
+            }
+            for post in item.get("suggested_job_posts") or []:
+                hit=score_by_job.get(str(post.get("id")))
+                if hit:
+                    post["overall_score"]=hit.get("overall_score")
+                    post["band"]=hit.get("band")
+            assigned=item.get("assigned_job_post")
+            if assigned:
+                hit=score_by_job.get(str(assigned.get("id")))
+                if hit:
+                    assigned["overall_score"]=hit.get("overall_score")
+                    assigned["band"]=hit.get("band")
+            aid=item.get("assigned_job_post_id")
+            assigned_score=score_by_job.get(str(aid)) if aid else None
+            if assigned_score and assigned_score.get("overall_score") is not None:
+                item["ats_score"]=round(float(assigned_score.get("overall_score")))
+            else:
+                nums=[s.get("overall_score") for s in scores if s.get("overall_score") is not None]
+                if nums:
+                    item["ats_score"]=round(float(max(nums)))
         return items
 
     async def get_application_by_id(self,record_id):
@@ -478,13 +519,13 @@ class Email:
                 results.append({"email":email,"sent":False})
         return results
 
-    async def count_inbox_messages(self,search=None,isread:bool=True,application_status:Candidate_application_Status=Candidate_application_Status.CLOSED,assigned=None,is_duplicate=None,no_suggestions=None,processing_state=None,city=None):
+    async def count_inbox_messages(self,search=None,isread:bool=True,application_status:Candidate_application_Status=Candidate_application_Status.CLOSED,assigned=None,is_duplicate=None,no_suggestions=None,processing_state=None,city=None,source=None):
         if application_status == Candidate_application_Status.PROCESS or application_status==Candidate_application_Status.REJECTED or processing_state:
-            return await Inbox_Messages.count_inbox_messages(self.session,search,application_status=application_status,assigned=assigned,is_duplicate=is_duplicate,no_suggestions=no_suggestions,processing_state=processing_state,city=city)
+            return await Inbox_Messages.count_inbox_messages(self.session,search,application_status=application_status,assigned=assigned,is_duplicate=is_duplicate,no_suggestions=no_suggestions,processing_state=processing_state,city=city,source=source)
         elif isread==False:
-            return await Inbox_Messages.count_inbox_messages(self.session,search,isread=False,assigned=assigned,is_duplicate=is_duplicate,no_suggestions=no_suggestions,processing_state=processing_state,city=city)
+            return await Inbox_Messages.count_inbox_messages(self.session,search,isread=False,assigned=assigned,is_duplicate=is_duplicate,no_suggestions=no_suggestions,processing_state=processing_state,city=city,source=source)
         else:
-            return await Inbox_Messages.count_inbox_messages(self.session,search,assigned=assigned,is_duplicate=is_duplicate,no_suggestions=no_suggestions,processing_state=processing_state,city=city)
+            return await Inbox_Messages.count_inbox_messages(self.session,search,assigned=assigned,is_duplicate=is_duplicate,no_suggestions=no_suggestions,processing_state=processing_state,city=city,source=source)
 
     async def list_cities(self):
         """Distinct cities from inbox_messages and form_data, merged in Python."""
@@ -493,6 +534,15 @@ class Email:
         forms=await FormData.distinct_cities(self.session)
         return Reapplied(session=self.session).merge_cities(inbox,forms)
 
+    async def list_sources(self):
+        """Source / platform labels: seeded channels, Google Sheet, form sources."""
+        from g_sheet.models import FormData
+        channels=await SourceChannels.list_active(self.session)
+        forms=await FormData.distinct_sources(self.session)
+        return Reapplied(session=self.session).merge_cities(
+            [c.label for c in channels],["Google Sheet"],forms,
+        )
+
     async def assign_job_post(self,record_id,job_post_id):
         message=await Inbox_Messages.get_inbox_message_by_id(self.session,record_id)
         if not message:
@@ -550,7 +600,8 @@ class Email:
 
     async def set_read_all(self,read,search=None,isread:bool=True,
                            application_status:Candidate_application_Status=Candidate_application_Status.CLOSED,
-                           assigned=None,is_duplicate=None,no_suggestions=None,processing_state=None):
+                           assigned=None,is_duplicate=None,no_suggestions=None,processing_state=None,
+                           city=None,source=None):
         """Mark every row the SAME filter set would have listed.
 
         The filter arguments are the caller's current view, not a free-form query: the
@@ -561,6 +612,7 @@ class Email:
             self.session,read,search=search,isread=isread,
             application_status=application_status,assigned=assigned,is_duplicate=is_duplicate,
             no_suggestions=no_suggestions,processing_state=processing_state,
+            city=city,source=source,
         )
         logger.info("scope read: updated=%s read=%s isread=%s assigned=%s status=%s dup=%s",
                     updated,bool(read),isread,assigned,getattr(application_status,"value",application_status),is_duplicate)

frontend/src/api/inbox.js

@@ -20,7 +20,7 @@ export function listMessages() {
  * `assigned` is tri-valued: omit for no filter, true for rows with an
  * assigned_job_post_id, false for the Job Matching queue.
  */
-export function listApplications({ search, top, skip, recordId, isread, applicationStatus, assigned, isDuplicate, noSuggestions, processingState, city, cityList } = {}) {
+export function listApplications({ search, top, skip, recordId, isread, applicationStatus, assigned, isDuplicate, noSuggestions, processingState, city, source, cityList } = {}) {
   return request('/inbox/all-applications', {
     // `isread` is tri-valued on the wire: omit it for every tab (server defaults
     // to true = no filter), send false for the Unread tab only. buildUrl drops
@@ -31,8 +31,8 @@ export function listApplications({ search, top, skip, recordId, isread, applicat
     // `no_suggestions`: Inbox On-Hold tab — no suggested job post linked.
     // `processing_state`: Processed / Rejected tabs (Move to Shortlist writes
     // processed, not application_status PROCESS).
-    // `city`: optional comma-separated list. `city_list`: include merged distinct
+    // `city`: optional comma-separated list. `source`: channel / platform label.
-    // cities from inbox_messages and form_data on the same response.
+    // `city_list`: include merged distinct cities and sources on the same response.
     params: {
       search,
       top,
@@ -45,6 +45,7 @@ export function listApplications({ search, top, skip, recordId, isread, applicat
       no_suggestions: noSuggestions,
       processing_state: processingState,
       city,
+      source,
       city_list: cityList,
     },
   })
@@ -128,7 +129,7 @@ export function bulkSetRead(recordIds, read) {
  * Resolves to `{updated, read}`, where `updated` counts rows that actually
  * CHANGED state, so it is safe to show in a toast.
  */
-export function setReadAll({ read, search, isread, applicationStatus, assigned, isDuplicate, noSuggestions, processingState } = {}) {
+export function setReadAll({ read, search, isread, applicationStatus, assigned, isDuplicate, noSuggestions, processingState, city, source } = {}) {
   return request('/inbox/read-all', {
     method: 'PATCH',
     body: {
@@ -140,6 +141,8 @@ export function setReadAll({ read, search, isread, applicationStatus, assigned,
       is_duplicate: isDuplicate,
       no_suggestions: noSuggestions,
       processing_state: processingState,
+      city,
+      source,
     },
   })
 }

frontend/src/api/sheet.js

@@ -24,12 +24,12 @@ export function listFormDataSheets() {
  */
 export function listFormData({
   sheet, search, offset = 0, limit, processing_state, is_duplicate,
-  hasLinkedin, hasResume, city, no_suggestions,
+  hasLinkedin, hasResume, city, source, assigned, no_suggestions,
 } = {}) {
   return request('/sheet/form-data/fetch', {
     params: {
       sheet, search, offset, limit, processing_state, is_duplicate,
-      has_linkedin: hasLinkedin, has_resume: hasResume, city, no_suggestions,
+      has_linkedin: hasLinkedin, has_resume: hasResume, city, source, assigned, no_suggestions,
     },
   })
 }
@@ -47,9 +47,9 @@ export function countFormData({ sheet } = {}) {
  * processing_state or is_duplicate: those two ARE the tabs, and passing them
  * would make every badge report the tab the user is already on.
  */
-export function fetchFormCounts({ sheet, search, hasLinkedin, hasResume, city } = {}) {
+export function fetchFormCounts({ sheet, search, hasLinkedin, hasResume, city, source, assigned } = {}) {
   return request('/sheet/form-data/counts', {
-    params: { sheet, search, has_linkedin: hasLinkedin, has_resume: hasResume, city },
+    params: { sheet, search, has_linkedin: hasLinkedin, has_resume: hasResume, city, source, assigned },
   })
 }
 

frontend/src/app/Sidebar.jsx

@@ -11,6 +11,7 @@ export default function Sidebar({ collapsed, mobileOpen, onToggleCollapse, badge
   // A group heading renders only if something under it survived the permission
   // filter — otherwise a low-privilege user sees orphaned section labels.
   const visible = ROUTES.filter((r) => {
+    if (r.hidden) return false
     if (!can(r.permission)) return false
     if (isHiringManager(user) && !HIRING_MANAGER_NAV.has(r.path)) return false
     return true

frontend/src/app/routes.js

@@ -18,7 +18,7 @@ export const ROUTES = [
   // --- Workspace ---
   { path: 'dashboard', title: 'Dashboard', icon: 'dashboard', group: 'Workspace', permission: 'dashboard.view' },
   { path: 'inbox', title: 'Recruitment Inbox', icon: 'inbox', group: 'Workspace', permission: 'inbox.view', badge: 'inbox' },
-  { path: 'matching', title: 'Job Matching', icon: 'target', group: 'Workspace', permission: 'candidates.view', badge: 'matching' },
+  { path: 'matching', title: 'Job Matching', icon: 'target', group: 'Workspace', permission: 'candidates.view', badge: 'matching', hidden: true },
   { path: 'jobs', title: 'Jobs', icon: 'briefcase', group: 'Workspace', permission: 'jobs.view', badge: 'jobs' },
   { path: 'candidates', title: 'Candidates', icon: 'users', group: 'Workspace', permission: 'candidates.view' },
   // Replaces Talent Pool. That screen browsed candidate accounts over a seed

frontend/src/screens/Inbox.jsx

@@ -72,7 +72,7 @@ const COUNT_CACHE = { staleTime: INBOX_STALE_MS, gcTime: INBOX_GC_MS }
 const SEARCH_DEBOUNCE_MS = 300
 
 /** Inbox list filters. '' = any. LinkedIn / Resume only apply on Sheet Forms. */
-const EMPTY_INBOX_FILTERS = { location: '', hasLinkedin: '', hasResume: '' }
+const EMPTY_INBOX_FILTERS = { location: '', source: '', assigned: '', hasLinkedin: '', hasResume: '' }
 
 /** "Updated 4 min ago" under the search box — the honest label for a cached list. */
 function agoLabel(ts) {
@@ -254,6 +254,22 @@ function asAtsScore(value) {
   return Number.isFinite(n) ? n : null
 }
 
+/** Assigned score if set, else max of per-job suggestion scores. */
+function emailAtsScore(row) {
+  const assignedId = row?.assigned_job_post_id || row?.assignedId
+  const results = Array.isArray(row?.ats_results) ? row.ats_results : []
+  const posts = Array.isArray(row?.suggested_job_posts)
+    ? row.suggested_job_posts
+    : (Array.isArray(row?.suggestedPosts) ? row.suggestedPosts : [])
+  const assignedScore = results.find((s) => String(s.job_post_id) === String(assignedId))
+  const fromResults = results.map((s) => asAtsScore(s.overall_score)).filter((n) => n != null)
+  const fromJobs = posts.map((p) => asAtsScore(p.overall_score)).filter((n) => n != null)
+  return asAtsScore(row?.ats_score)
+    ?? asAtsScore(assignedScore?.overall_score)
+    ?? (fromResults.length ? Math.max(...fromResults) : null)
+    ?? (fromJobs.length ? Math.max(...fromJobs) : null)
+}
+
 /** Assigned job title for export — list rows may carry the post or only an id + jobPosts. */
 function assignedJobTitle(row) {
   const fromPost = row?.assignedPost?.title
@@ -493,6 +509,8 @@ async function fetchMessageDetail(recordId) {
     suggestedPosts: Array.isArray(row.suggested_job_posts) ? row.suggested_job_posts : [],
     assignedId: row.assigned_job_post_id ? String(row.assigned_job_post_id) : null,
     assignedPost: row.assigned_job_post || null,
+    atsResults: Array.isArray(row.ats_results) ? row.ats_results : [],
+    atsScore: emailAtsScore(row),
     isReapplicant: Boolean(row.is_reapplicant),
     previousApplications: Array.isArray(row.previous_applications) ? row.previous_applications : [],
   }
@@ -536,7 +554,7 @@ async function fetchApplications(params) {
         linkedinUrl: row.linkedin_url || '',
         // resume_text is not on the list payload (serialize_application
         // light=True). The detail query fetches it for the open row.
-        atsScore: asAtsScore(row.ats_score),
+        atsScore: emailAtsScore(row),
         phone: row.phone,
         experience: row.experience,
         recruiter: row.recruiter,
@@ -549,6 +567,7 @@ async function fetchApplications(params) {
         suggestedPosts: Array.isArray(row.suggested_job_posts) ? row.suggested_job_posts : [],
         assignedId: row.assigned_job_post_id ? String(row.assigned_job_post_id) : null,
         assignedPost: row.assigned_job_post || null,
+        atsResults: Array.isArray(row.ats_results) ? row.ats_results : [],
         isReapplicant: Boolean(row.is_reapplicant),
         previousApplications: Array.isArray(row.previous_applications) ? row.previous_applications : [],
       }
@@ -892,10 +911,12 @@ function BulkReadBar({ rows, selection, onSetRead, onSetAllRead, busy, canEdit,
  * `minmax(280px, 34%)`. On any wide screen it would try to fit four columns into
  * about four hundred pixels. This stacks instead, like the Progress sidebar.
  *
- * Location is on every channel. LinkedIn / Resume stay Sheet Forms only — those
+ * City and Source / Platform are on every channel. Assigned job is too —
- * columns do not exist on email rows. Collapsed by default because extra selects
+ * email and form rows both carry an assigned_job_post_id. LinkedIn / Resume
- * eat scarce vertical space above the queue, but the toggle carries the active
+ * stay Sheet Forms only — those columns do not exist on email rows. Collapsed
- * count so a collapsed panel cannot silently hide a filter.
+ * by default because extra selects eat scarce vertical space above the queue,
+ * but the toggle carries the active count so a collapsed panel cannot silently
+ * hide a filter.
  *
  * (`Facet` in Candidates.jsx and CvBank.jsx is the same idea in a wider column.
  * Both files are mid-edit elsewhere, so this is deliberately a local copy rather
@@ -904,9 +925,10 @@ function BulkReadBar({ rows, selection, onSetRead, onSetAllRead, busy, canEdit,
 /** Junk location tokens — hide from the dropdown, not from the list query. */
 const HIDDEN_LOCATION = /^(KA|KAR|KARA|WAH)$/i
 
-function InboxFilters({ filters, cities, showLinkFilters, active, open, onToggle, onChange, onClear }) {
+function InboxFilters({ filters, cities, sources, showLinkFilters, active, open, onToggle, onChange, onClear }) {
   const locations = (cities || []).filter((name) => !HIDDEN_LOCATION.test(String(name).trim()))
   const locationOk = filters.location && !HIDDEN_LOCATION.test(String(filters.location).trim())
+  const platforms = sources || []
   return (
     <div className="inbox-filters">
       <button
@@ -925,9 +947,9 @@ function InboxFilters({ filters, cities, showLinkFilters, active, open, onToggle
       {open && (
         <div className="inbox-filter-stack">
           <div className="form-field">
-            <label htmlFor="inbox-f-location">Location</label>
+            <label htmlFor="inbox-f-city">City</label>
             <select
-              id="inbox-f-location"
+              id="inbox-f-city"
               value={filters.location}
               onChange={(e) => onChange('location', e.target.value)}
             >
@@ -940,6 +962,34 @@ function InboxFilters({ filters, cities, showLinkFilters, active, open, onToggle
               ))}
             </select>
           </div>
+          <div className="form-field">
+            <label htmlFor="inbox-f-source">Source / Platform</label>
+            <select
+              id="inbox-f-source"
+              value={filters.source || ''}
+              onChange={(e) => onChange('source', e.target.value)}
+            >
+              <option value="">Any</option>
+              {filters.source && !platforms.includes(filters.source) && (
+                <option value={filters.source}>{filters.source}</option>
+              )}
+              {platforms.map((name) => (
+                <option key={name} value={name}>{name}</option>
+              ))}
+            </select>
+          </div>
+          <div className="form-field">
+            <label htmlFor="inbox-f-assigned">Assigned job</label>
+            <select
+              id="inbox-f-assigned"
+              value={filters.assigned || ''}
+              onChange={(e) => onChange('assigned', e.target.value)}
+            >
+              <option value="">Any</option>
+              <option value="yes">Assigned</option>
+              <option value="no">Unassigned</option>
+            </select>
+          </div>
           {showLinkFilters && (
             <>
               <div className="form-field">
@@ -1060,6 +1110,12 @@ export default function Inbox() {
     setSelectedId(null)
   }, [])
   const city = inboxFilters.location
+  const source = inboxFilters.source
+  const assignedParams = inboxFilters.assigned === 'yes'
+    ? { assigned: true }
+    : inboxFilters.assigned === 'no'
+      ? { assigned: false }
+      : {}
 
   const deepOpen = searchParams.get('open')
   const deepKind = searchParams.get('kind')
@@ -1085,6 +1141,8 @@ export default function Inbox() {
   const pageLimit = pageSize === 'all' ? undefined : pageSize
   const activeInboxFilters = [
     inboxFilters.location,
+    inboxFilters.source,
+    inboxFilters.assigned,
     ...(isForms ? [inboxFilters.hasLinkedin, inboxFilters.hasResume] : []),
   ].filter(Boolean).length
 
@@ -1097,7 +1155,9 @@ export default function Inbox() {
     skip: pageLimit == null ? 0 : skip,
     ...(search ? { search } : {}),
     ...(city ? { city } : {}),
-  }), [tabFilter, skip, pageLimit, search, city])
+    ...(source ? { source } : {}),
+    ...assignedParams,
+  }), [tabFilter, skip, pageLimit, search, city, source, assignedParams])
 
   /**
    * Sheet Forms only. On the All channel these rows are merged with email ones,
@@ -1119,18 +1179,28 @@ export default function Inbox() {
     ...formTabFilter,
     ...(search ? { search } : {}),
     ...(city ? { city } : {}),
+    ...(source ? { source } : {}),
+    ...assignedParams,
     ...linkFilters,
-  }), [formSheet, skip, pageLimit, search, city, formTabFilter, isAllChannel, linkFilters])
+  }), [formSheet, skip, pageLimit, search, city, source, assignedParams, formTabFilter, isAllChannel, linkFilters])
 
   const citiesQuery = useQuery({
     queryKey: qk.mailbox.cities(),
     queryFn: async () => {
       const res = await inboxApi.listApplications({ cityList: true, top: 1 })
-      return Array.isArray(res?.cities) ? res.cities : []
+      return {
+        cities: Array.isArray(res?.cities) ? res.cities : [],
+        sources: Array.isArray(res?.sources) ? res.sources : [],
+      }
     },
     staleTime: 5 * 60 * 1000,
   })
-  const cities = citiesQuery.data ?? []
+  const cities = Array.isArray(citiesQuery.data)
+    ? citiesQuery.data
+    : (citiesQuery.data?.cities ?? [])
+  const sources = Array.isArray(citiesQuery.data)
+    ? []
+    : (citiesQuery.data?.sources ?? [])
 
   const applicationsQuery = useQuery({
     queryKey: qk.mailbox.applications(listParams),
@@ -1172,8 +1242,10 @@ export default function Inbox() {
     sheet: formCountsSheet,
     ...(search ? { search } : {}),
     ...(city ? { city } : {}),
+    ...(source ? { source } : {}),
+    ...assignedParams,
     ...linkFilters,
-  }), [formCountsSheet, search, city, linkFilters])
+  }), [formCountsSheet, search, city, source, assignedParams, linkFilters])
   const formCountsQuery = useQuery({
     queryKey: qk.mailbox.formCounts(formCountsParams),
     queryFn: async () => {
@@ -1288,7 +1360,7 @@ export default function Inbox() {
   const searchTotal = isAllChannel
     ? (Number(applicationsQuery.data?.total ?? 0) + Number(formQuery.data?.total ?? 0))
     : (activeQuery.data?.total ?? 0)
-  const total = (search || city)
+  const total = (search || city || source || inboxFilters.assigned)
     ? searchTotal
     : (countsReady ? tabTotal : (poolTotal || (activeQuery.data?.total ?? 0)))
   // 'all' = unpaged: the fetch omits top/limit (the endpoints treat a missing
@@ -1336,6 +1408,7 @@ export default function Inbox() {
       ...selectedRow,
       ...(detailQuery.data ?? {}),
       received: selectedRow?.received ?? detailQuery.data?.received ?? null,
+      atsScore: asAtsScore(detailQuery.data?.atsScore) ?? asAtsScore(selectedRow?.atsScore) ?? null,
     }
     : null
 
@@ -1385,7 +1458,12 @@ export default function Inbox() {
     setQ('')
     setSearch('')   // clear the committed term too, or the new channel's first
                     // fetch carries the old channel's search for 300ms
-    setInboxFilters((f) => ({ ...EMPTY_INBOX_FILTERS, location: f.location }))
+    setInboxFilters((f) => ({
+      ...EMPTY_INBOX_FILTERS,
+      location: f.location,
+      source: f.source,
+      assigned: f.assigned,
+    }))
     // Unread is email-only; leave it behind when opening Sheet Forms or All.
     if (next !== 'email' && tab === 'Unread') setTab('All Applications')
     selection.clear()
@@ -1407,7 +1485,13 @@ export default function Inbox() {
     if (SERVER_SCOPED_TABS.has(tab)) {
       setReadAll.mutate({
         read,
-        filter: { ...tabFilter, ...(search ? { search } : {}) },
+        filter: {
+          ...tabFilter,
+          ...(search ? { search } : {}),
+          ...(city ? { city } : {}),
+          ...(source ? { source } : {}),
+          ...assignedParams,
+        },
         // sheet rows carry no mailbox read state — email rows only
         ids: list.filter((i) => i.kind !== 'form').map((i) => i.id),
       })
@@ -1701,6 +1785,7 @@ export default function Inbox() {
                 <InboxFilters
                   filters={inboxFilters}
                   cities={cities}
+                  sources={sources}
                   showLinkFilters={isForms}
                   active={activeInboxFilters}
                   open={showInboxFilters}
@@ -2467,7 +2552,7 @@ function ApplicationDetail({
         {i.atsScore != null && (
           <div style={{ textAlign: 'center' }}>
             <div className="ats-ring" style={{ width: 84, height: 84, '--pct': i.atsScore, '--c': ringColor }}>
-              <div className="ats-val"><div className="ats-num" style={{ fontSize: 22 }}>{i.atsScore}</div></div>
+              <div className="ats-val"><div className="ats-num" style={{ fontSize: 22 }}>{Math.round(i.atsScore)}</div></div>
             </div>
             <div className="cell-sub" style={{ marginTop: 4 }}>ATS Score</div>
           </div>