Add paperless-ngx integration for document storage and share links

- dlib/integrations/paperless.py: sync HTTP client wrapping the paperless-ngx
  REST API (upload doc, poll task, create/delete share links, delete document)
- config: PAPERLESS_ENABLED, PAPERLESS_BASE_URL, PAPERLESS_TOKEN, PAPERLESS_TAG_IDS
- PublicAsset model: paperless_document_id + paperless_share_slug columns
- publication service: after creating the asset, if paperless is enabled upload
  the patched PDF and create a share link; stores doc id + share slug on the asset
- public routes: pass expires_at through to publish_version; new
  POST /{slug}/share-links endpoint to (re)create expiring share links on demand
- schemas: PublishRequest.expires_at, PublicAssetResponse.paperless_share_url,
  new ShareLinkRequest model
- frontend: paperless_share_url field on PublicAsset type, createShareLink()
  and expiresAt param on publishVersion() in api.ts
- .env.example: documented paperless env vars

https://claude.ai/code/session_01YPVs6uBwCvcwVMvrfLBBdu

.env.example

@@ -56,3 +56,19 @@ AUTHENTIK_CLIENT_SECRET=
 # ── AI tailoring (optional) ───────────────────────────────────────────────────
 # Leave blank to use the built-in rule-based tailoring instead of Claude.
 ANTHROPIC_API_KEY=
+
+# ── Paperless-ngx integration (optional) ─────────────────────────────────────
+# When enabled, published CVs are uploaded to your paperless-ngx instance and
+# shared via paperless share links (with optional expiry). MinIO is still used
+# for DOCX artifact storage; paperless handles the published PDF + sharing.
+PAPERLESS_ENABLED=false
+PAPERLESS_BASE_URL=http://localhost:8000
+# API token — obtain via POST /api/token/ with your paperless credentials.
+PAPERLESS_TOKEN=
+# Comma-separated tag IDs to apply to uploaded CV documents (optional).
+PAPERLESS_TAG_IDS=
+
+# ── Demo mode ─────────────────────────────────────────────────────────────────
+# Set to true to enable standalone demo mode in the webapp.
+# Demo mode uses hardcoded dummy data — no backend or DB required.
+NEXT_PUBLIC_DEMO=false

README.md

@@ -1,7 +1,32 @@
 # Resume Branches
-CV control plane that treats your resume like a git tree: preserve one canonical ATS-safe DOCX, branch it into role/company variants, review AI-suggested patches, and publish stable public links without losing structure.
+A CV file system for tailoring resumes with version-control discipline: keep one canonical ATS-safe DOCX, branch role/company variants, review AI-suggested patches, and publish stable public links.
 
-![cv tree sketch](docs/resume-branches/cv-tree.png)
+![Type: CV File System](https://img.shields.io/badge/type-CV%20file%20system-0f766e)
+![Frontend: Next.js](https://img.shields.io/badge/frontend-Next.js-111827)
+![Backend: FastAPI](https://img.shields.io/badge/backend-FastAPI-059669)
+[![License: MIT](https://img.shields.io/badge/license-MIT-2563eb)](LICENSE)
+
+> Turn one master resume into a branching CV file system: specialization branches, role-specific submissions, and immutable public links without sacrificing ATS-safe formatting.
+
+**Why this feels different:**
+- Replace copy-paste resume sprawl with a single controlled source of truth.
+- Review AI edits as explicit diffs, so every wording change stays auditable.
+- Share stable published links while continuing to iterate privately.
+
+`Quick start:` [Run locally](#quick-start) | [See architecture](#system-architecture) | [Explore workflows](#primary-workflows)
+
+```mermaid
+graph TD
+    ROOT[Root CV]
+    ROOT --> SPEC1[Specialization: ML Engineer]
+    ROOT --> SPEC2[Specialization: Product Engineer]
+    SPEC1 --> SUB1[Submission: Company A]
+    SPEC1 --> SUB2[Submission: Company B]
+    SPEC2 --> SUB3[Submission: Company C]
+    SUB1 --> PUB1[Published Public Link]
+    SUB2 --> PUB2[Published Public Link]
+    SUB3 --> PUB3[Published Public Link]
+```
 
 ## Why Resume Branches exists
 - **Preserve canonical formatting.** We never regenerate the DOCX wholesale; edits are stored as targeted patches on parsed blocks so ATS cues stay intact.
@@ -9,12 +34,12 @@ CV control plane that treats your resume like a git tree: preserve one canonical
 - **Controlled AI.** The worker produces constrained patch suggestions (max delta, no new claims) so you approve meaningful wording tweaks instead of rewriting history.
 - **Publish safely.** Only frozen artifacts become public URLs; editing your working tree never breaks the links you already shared.
 
-## Core capabilities
+## Feature highlights
-- Upload one ATS-safe DOCX, parse it into stable block paths, and keep the original artifact in object storage.
+- **Keep one source of truth.** Start from a single ATS-safe DOCX and preserve structure while every change is tracked as targeted patches.
-- Create specialization branches with manual or AI-assisted patches while tracking provenance.
+- **Branch your CV like code.** Spin up role and company variants in seconds without cloning files or losing lineage.
-- Tailor for each application: attach metadata, capture job descriptions, and log accepted suggestions.
+- **Tailor faster with guardrailed AI.** Generate constrained suggestions, review diffs, and accept only what improves relevance.
-- Publish any branch/submission as an immutable DOCX/PDF with a slugged URL plus analytics.
+- **Ship polished versions confidently.** Publish immutable DOCX/PDF artifacts to stable links that never break after edits.
-- Back everything with FastAPI + Postgres + MinIO + Redis + Celery so heavier jobs stay off the web tier.
+- **Run on production-ready primitives.** FastAPI, Postgres, MinIO, Redis, and Celery separate user flows from heavy background processing.
 
 ## Quick start
 ```bash
@@ -36,16 +61,27 @@ Need Redis/Postgres locally? `make lift.database` (Postgres) and `make up` (Redi
 | Shared lib (`dlib`) | Python package | DOCX parser, block schema, patch application/validation, AI prompt helpers, storage adapters |
 | Data plane | Postgres + MinIO + Redis | Metadata (documents/versions/patches/submissions), artifact storage (DOCX/PDF/HTML), queues + locks |
 
-```
+```mermaid
-┌────────┐    GraphQL-like REST        ┌────────────┐      Object storage
+flowchart LR
-│ Webapp │ ─────────────────────────▶ │ FastAPI API│ ───▶  (MinIO/S3)
+    U[User Browser]
-└────────┘    Auth cookie / JWT        └──────┬─────┘      ┌────────┐
+    W[Webapp\nNext.js]
-      ▲                                      │            │ Worker │
+    API[FastAPI API]
-      │ Webhooks / SSE                        └────┬─────▶ └────────┘
+    WK[Worker\nCelery]
-      │                                               │
+    PG[(Postgres)]
-      │                                       Redis queue / locks
+    RD[(Redis)]
-      │                                               │
+    MN[(MinIO / S3)]
-      │                                      Postgres metadata
+
+    U -->|HTTPS| W
+    W -->|REST + JWT/Cookie| API
+    API -->|CRUD metadata| PG
+    API -->|enqueue jobs| RD
+    API -->|store/fetch artifacts| MN
+
+    WK -->|consume jobs| RD
+    WK -->|read/write metadata| PG
+    WK -->|render + publish assets| MN
+
+    API -.->|status/events| W
 ```
 
 ## Data model snapshot
@@ -69,9 +105,9 @@ Need Redis/Postgres locally? `make lift.database` (Postgres) and `make up` (Redi
 | Variable | Description | Default |
 |----------|-------------|---------|
 | `API_BASE_URL` | Backend host consumed by the webapp build + runtime. | `http://cvfs-backend:8080` in Docker |
-| `NEXT_PUBLIC_BASE_URL` | Public origin for web routes. | `https://cv.alves.world` |
+| `NEXT_PUBLIC_BASE_URL` | Public origin for web routes. | — |
 | `AUTHENTIK_*` / `AUTH_OIDC_*` | OIDC issuer, audience, and client credentials. | required |
-| `MINIO_ENDPOINT` / `MINIO_BUCKET` | Object storage endpoint + bucket for artifacts. | `https://storage.cv.alves.world` / `resume-branches` |
+| `MINIO_ENDPOINT` / `MINIO_BUCKET` | Object storage endpoint + bucket for artifacts. | — |
 | `REDIS_URL` | Celery broker/result backend. | `redis://cvfs-redis:6379/0` |
 | `DATABASE_URL` | SQLAlchemy DSN for Postgres. | `postgresql+asyncpg://postgres:postgres@cvfs-postgres:5432/resume_branches` |
 | `ANTHROPIC_API_KEY` | Enables AI tailoring jobs. | unset |
@@ -112,7 +148,7 @@ Use `bun x nx affected -t lint,test,build` before PRs to run fine-grained checks
 
 ## Deployment notes
 - **Docker images:** `docker/backend-fastapi.Dockerfile`, `docker/webapp.Dockerfile`, and `docker/worker.Dockerfile` bake env args for Dokploy. The web build now receives `API_BASE_URL` so rewrites point at the deployed backend.
-- **Dokploy:** see `docs/resume-branches/dokploy.md` for the API payload that provisions `cvfs-backend`, `cvfs-webapp`, Redis, Postgres, and MinIO on `cv.alves.world` / `api.cv.alves.world`.
+- **Dokploy:** see `docs/resume-branches/dokploy.md` for the API payload that provisions `cvfs-backend`, `cvfs-webapp`, Redis, Postgres, and MinIO.
 - **Storage:** `make lift.minio` mirrors the production bucket layout. Set `MINIO_ROOT_USER/MINIO_ROOT_PASSWORD` for parity. Public artifacts should only be published via the API to guarantee immutability + audit logging.
 
 ## Limitations & next steps

apps/backend/fastapi/app/api/router.py

@@ -2,10 +2,11 @@ from __future__ import annotations
 
 from fastapi import APIRouter
 
-from app.api.routes import documents, versions, submissions, public
+from app.api.routes import documents, insights, versions, submissions, public
 
 api_router = APIRouter()
 api_router.include_router(documents.router)
 api_router.include_router(versions.router)
 api_router.include_router(submissions.router)
 api_router.include_router(public.router)
+api_router.include_router(insights.router)

apps/backend/fastapi/app/api/routes/insights.py

@@ -0,0 +1,41 @@
+from __future__ import annotations
+
+from fastapi import APIRouter, Depends
+from sqlalchemy.ext.asyncio import AsyncSession
+
+from app.api.deps import get_current_user, get_db
+from app.schemas.insights import InsightsResponse
+from app.services.insights import get_insights
+from dlib.auth import AuthenticatedUser
+
+router = APIRouter(prefix="/insights", tags=["insights"])
+
+
+@router.get("", response_model=InsightsResponse)
+async def insights_endpoint(
+    session: AsyncSession = Depends(get_db),
+    user: AuthenticatedUser = Depends(get_current_user),
+):
+    result = await get_insights(session, owner_id=user.sub)
+    return InsightsResponse(
+        total_submissions=result.total_submissions,
+        positive_count=result.positive_count,
+        positive_rate=result.positive_rate,
+        operation_impact=[
+            {"operation": o.operation, "total": o.total, "positive": o.positive, "rate": o.rate}
+            for o in result.operation_impact
+        ],
+        top_positive_keywords=[
+            {"keyword": k.keyword, "positive_count": k.positive_count, "negative_count": k.negative_count, "lift": k.lift}
+            for k in result.top_positive_keywords
+        ],
+        top_negative_keywords=[
+            {"keyword": k.keyword, "positive_count": k.positive_count, "negative_count": k.negative_count, "lift": k.lift}
+            for k in result.top_negative_keywords
+        ],
+        section_impact=[
+            {"section": s.section, "positive_rate": s.positive_rate, "count": s.count}
+            for s in result.section_impact
+        ],
+        has_data=result.has_data,
+    )

apps/backend/fastapi/app/api/routes/public.py

@@ -1,5 +1,6 @@
 from __future__ import annotations
 
+import asyncio
 import hashlib
 from datetime import datetime, timezone
 
@@ -16,11 +17,13 @@ from app.schemas import (
     PublicAssetLookupResponse,
     PublicAssetResponse,
     PublishRequest,
+    ShareLinkRequest,
 )
 from app.services.publication import publish_version
 from app.services.storage import storage_client
 from dlib.auth import AuthenticatedUser
 from dlib.cv import docx_bytes_to_pdf, generate_patched_docx
+from dlib.integrations.paperless import get_paperless_client
 
 
 router = APIRouter(prefix="/public", tags=["public"])
@@ -48,6 +51,18 @@ async def _get_public_asset(session: AsyncSession, slug: str) -> PublicAsset:
     return asset
 
 
+async def _assert_owner(session: AsyncSession, asset: PublicAsset, owner_id: str) -> None:
+    if not asset.version_id:
+        raise HTTPException(status_code=403, detail="Not authorized")
+    stmt = (
+        select(CvVersion)
+        .join(CvVersion.document)
+        .where(CvVersion.id == asset.version_id, CvDocument.owner_id == owner_id)
+    )
+    if not (await session.execute(stmt)).scalars().one_or_none():
+        raise HTTPException(status_code=403, detail="Not authorized")
+
+
 @router.post("/publish", response_model=PublicAssetResponse)
 async def publish(
     payload: PublishRequest,
@@ -60,12 +75,40 @@ async def publish(
         version_id=payload.version_id,
         submission_id=payload.submission_id,
         slug=payload.slug,
+        expires_at=payload.expires_at,
     )
     if not asset:
         raise HTTPException(status_code=404, detail="Version or submission not found")
     return _response_from_asset(asset)
 
 
+@router.post("/{slug}/share-links", response_model=PublicAssetResponse)
+async def create_share_link(
+    slug: str,
+    payload: ShareLinkRequest,
+    session: AsyncSession = Depends(get_db),
+    user: AuthenticatedUser = Depends(get_current_user),
+):
+    asset = await _get_public_asset(session, slug)
+    await _assert_owner(session, asset, user.sub)
+
+    if not asset.paperless_document_id:
+        raise HTTPException(status_code=409, detail="Asset not synced to paperless")
+
+    settings = get_settings()
+    client = get_paperless_client(settings)
+    if not client:
+        raise HTTPException(status_code=503, detail="Paperless integration not enabled")
+
+    _, share_url = await asyncio.to_thread(
+        client.create_share_link, asset.paperless_document_id, payload.expiration_date
+    )
+    asset.paperless_share_slug = share_url.split("/share/")[-1]
+    await session.commit()
+    await session.refresh(asset)
+    return _response_from_asset(asset)
+
+
 @router.get("/{slug}/analytics", response_model=PublicAssetAnalyticsResponse)
 async def get_analytics(
     slug: str,
@@ -73,17 +116,7 @@ async def get_analytics(
     user: AuthenticatedUser = Depends(get_current_user),
 ):
     asset = await _get_public_asset(session, slug)
-
+    await _assert_owner(session, asset, user.sub)
-    if asset.version_id:
-        stmt = (
-            select(CvVersion)
-            .join(CvVersion.document)
-            .where(CvVersion.id == asset.version_id, CvDocument.owner_id == user.sub)
-        )
-        if not (await session.execute(stmt)).scalars().one_or_none():
-            raise HTTPException(status_code=403, detail="Not authorized")
-    else:
-        raise HTTPException(status_code=403, detail="Not authorized")
 
     view_count = (
         await session.execute(
@@ -137,7 +170,11 @@ async def get_public_asset(slug: str, request: Request, session: AsyncSession =
 def _response_from_asset(asset: PublicAsset) -> PublicAssetResponse:
     settings = get_settings()
     base = settings.public_base_url.rstrip("/")
-    url = f"{base}/cv/{asset.slug}"
+    paperless_share_url = (
+        f"{settings.paperless_base_url}/share/{asset.paperless_share_slug}"
+        if settings.paperless_base_url and asset.paperless_share_slug
+        else None
+    )
     return PublicAssetResponse(
         id=asset.id,
         slug=asset.slug,
@@ -146,5 +183,6 @@ def _response_from_asset(asset: PublicAsset) -> PublicAssetResponse:
         created_at=asset.created_at,
         version_id=asset.version_id,
         submission_id=asset.submission_id,
-        url=url,
+        url=f"{base}/cv/{asset.slug}",
+        paperless_share_url=paperless_share_url,
     )

apps/backend/fastapi/app/api/routes/submissions.py

@@ -8,6 +8,7 @@ from app.schemas import (
     AiSuggestionRequest,
     SubmissionCreateRequest,
     SubmissionResponse,
+    SubmissionStatusUpdateRequest,
     SuggestionResponse,
     SuggestionUpdateRequest,
 )
@@ -16,8 +17,10 @@ from app.services.submissions import (
     get_submission,
     list_submissions,
     request_ai_suggestions,
+    update_submission_status,
     update_suggestion,
 )
+from app.models import SubmissionStatus
 from dlib.auth import AuthenticatedUser
 
 
@@ -40,7 +43,9 @@ async def get_submission_endpoint(
     session: AsyncSession = Depends(get_db),
     user: AuthenticatedUser = Depends(get_current_user),
 ):
-    submission = await get_submission(session, owner_id=user.sub, submission_id=submission_id)
+    submission = await get_submission(
+        session, owner_id=user.sub, submission_id=submission_id
+    )
     if not submission:
         raise HTTPException(status_code=404, detail="Submission not found")
     return SubmissionResponse.model_validate(submission)
@@ -66,6 +71,24 @@ async def create_submission_endpoint(
     return SubmissionResponse.model_validate(submission)
 
 
+@router.patch("/{submission_id}/status", response_model=SubmissionResponse)
+async def update_submission_status_endpoint(
+    submission_id: str,
+    payload: SubmissionStatusUpdateRequest,
+    session: AsyncSession = Depends(get_db),
+    user: AuthenticatedUser = Depends(get_current_user),
+):
+    submission = await update_submission_status(
+        session,
+        owner_id=user.sub,
+        submission_id=submission_id,
+        status=SubmissionStatus(payload.status),
+    )
+    if not submission:
+        raise HTTPException(status_code=404, detail="Submission not found")
+    return SubmissionResponse.model_validate(submission)
+
+
 @router.post("/{submission_id}/ai", response_model=list[SuggestionResponse])
 async def request_submissions_ai(
     submission_id: str,
@@ -85,7 +108,9 @@ async def request_submissions_ai(
     return [SuggestionResponse.model_validate(item) for item in suggestions]
 
 
-@router.patch("/{submission_id}/suggestions/{suggestion_id}", response_model=SuggestionResponse)
+@router.patch(
+    "/{submission_id}/suggestions/{suggestion_id}", response_model=SuggestionResponse
+)
 async def update_suggestion_endpoint(
     submission_id: str,
     suggestion_id: str,

apps/backend/fastapi/app/core/config.py

@@ -1,10 +1,11 @@
 from __future__ import annotations
 
+import json
 from functools import lru_cache
-from typing import List
+from typing import Annotated, List
 
 from pydantic import Field, field_validator
-from pydantic_settings import BaseSettings
+from pydantic_settings import BaseSettings, NoDecode
 
 
 class Settings(BaseSettings):
@@ -15,7 +16,7 @@ class Settings(BaseSettings):
         default="postgresql+asyncpg://postgres:postgres@localhost:5432/resume_branches",
         alias="DATABASE_URL",
     )
-    cors_origins: List[str] = Field(
+    cors_origins: Annotated[List[str], NoDecode] = Field(
         default_factory=lambda: ["http://localhost:3000"], alias="CORS_ORIGINS"
     )
 
@@ -46,6 +47,11 @@ class Settings(BaseSettings):
     )
     publish_domain: str = Field(default="cv.alves.world", alias="CV_PUBLIC_DOMAIN")
 
+    paperless_enabled: bool = Field(default=False, alias="PAPERLESS_ENABLED")
+    paperless_base_url: str | None = Field(default=None, alias="PAPERLESS_BASE_URL")
+    paperless_token: str | None = Field(default=None, alias="PAPERLESS_TOKEN")
+    paperless_tag_ids: list[int] = Field(default_factory=list, alias="PAPERLESS_TAG_IDS")
+
     class Config:
         env_file = ".env"
         extra = "ignore"
@@ -54,16 +60,32 @@ class Settings(BaseSettings):
     @classmethod
     def _split_origins(cls, value):
         if isinstance(value, str):
+            stripped = value.strip()
+            if not stripped:
+                return []
+            if stripped.startswith("["):
+                parsed = json.loads(stripped)
+                if isinstance(parsed, list):
+                    return [
+                        str(origin).strip() for origin in parsed if str(origin).strip()
+                    ]
             return [origin.strip() for origin in value.split(",") if origin.strip()]
         return value
 
-    @field_validator("storage_endpoint_url", mode="before")
+    @field_validator("storage_endpoint_url", "paperless_base_url", "paperless_token", mode="before")
     @classmethod
-    def _empty_endpoint_to_none(cls, value):
+    def _empty_str_to_none(cls, value):
         if isinstance(value, str) and not value.strip():
             return None
         return value
 
+    @field_validator("paperless_tag_ids", mode="before")
+    @classmethod
+    def _parse_tag_ids(cls, value):
+        if isinstance(value, str):
+            return [int(v.strip()) for v in value.split(",") if v.strip()]
+        return value
+
 
 @lru_cache(maxsize=1)
 def get_settings() -> Settings:

apps/backend/fastapi/app/models/cv.py

@@ -3,7 +3,7 @@ from __future__ import annotations
 import enum
 from datetime import datetime, timezone
 
-from sqlalchemy import Boolean, DateTime, Enum, ForeignKey, String, Text
+from sqlalchemy import Boolean, DateTime, Enum, ForeignKey, Integer, String, Text
 from sqlalchemy.dialects.postgresql import JSONB
 from sqlalchemy.orm import Mapped, mapped_column, relationship
 
@@ -52,9 +52,15 @@ class CvVersion(Base, IdentifierMixin, TimestampMixin):
     parent: Mapped["CvVersion | None"] = relationship(
         "CvVersion", remote_side="[CvVersion.id]"
     )
-    patches: Mapped[list["CvPatch"]] = relationship("CvPatch", back_populates="version")
+    patches: Mapped[list["CvPatch"]] = relationship(
+        "CvPatch",
+        back_populates="version",
+        cascade="all, delete-orphan",
+    )
     submissions: Mapped[list["Submission"]] = relationship(
-        "Submission", back_populates="version"
+        "Submission",
+        back_populates="version",
+        cascade="all, delete-orphan",
     )
     public_assets: Mapped[list["PublicAsset"]] = relationship(
         "PublicAsset",
@@ -118,7 +124,9 @@ class Submission(Base, IdentifierMixin, TimestampMixin):
 
     version: Mapped[CvVersion] = relationship("CvVersion", back_populates="submissions")
     suggestions: Mapped[list["AiSuggestion"]] = relationship(
-        "AiSuggestion", back_populates="submission"
+        "AiSuggestion",
+        back_populates="submission",
+        cascade="all, delete-orphan",
     )
     public_asset: Mapped["PublicAsset | None"] = relationship(
         "PublicAsset", back_populates="submission"
@@ -140,6 +148,8 @@ class PublicAsset(Base, IdentifierMixin, TimestampMixin):
     expires_at: Mapped[str | None] = mapped_column(
         DateTime(timezone=True), nullable=True
     )
+    paperless_document_id: Mapped[int | None] = mapped_column(Integer, nullable=True)
+    paperless_share_slug: Mapped[str | None] = mapped_column(String(160), nullable=True)
 
     submission: Mapped[Submission | None] = relationship(
         "Submission", back_populates="public_asset"

apps/backend/fastapi/app/schemas/__init__.py

@@ -9,8 +9,10 @@ from .cv import (
     PublicAssetLookupResponse,
     PublicAssetResponse,
     PublishRequest,
+    ShareLinkRequest,
     SubmissionCreateRequest,
     SubmissionResponse,
+    SubmissionStatusUpdateRequest,
     SuggestionResponse,
     SuggestionUpdateRequest,
     VersionResponse,
@@ -25,10 +27,12 @@ __all__ = [
     "PatchApplyRequest",
     "SubmissionCreateRequest",
     "SubmissionResponse",
+    "SubmissionStatusUpdateRequest",
     "AiSuggestionRequest",
     "SuggestionResponse",
     "SuggestionUpdateRequest",
     "PublishRequest",
+    "ShareLinkRequest",
     "PublicAssetResponse",
     "PublicAssetLookupResponse",
     "PublicAssetAnalyticsResponse",

apps/backend/fastapi/app/schemas/cv.py

@@ -1,7 +1,7 @@
 from __future__ import annotations
 
 from datetime import datetime
-from typing import Any
+from typing import Any, Literal
 
 from pydantic import BaseModel, ConfigDict, Field
 
@@ -90,6 +90,16 @@ class SubmissionCreateRequest(BaseModel):
     job_description: str | None = None
 
 
+class SubmissionStatusUpdateRequest(BaseModel):
+    status: Literal[
+        "draft",
+        "tailoring",
+        "pending_review",
+        "published",
+        "archived",
+    ]
+
+
 class SuggestionResponse(BaseModel):
     model_config = ConfigDict(from_attributes=True)
 
@@ -111,6 +121,11 @@ class PublishRequest(BaseModel):
     version_id: str | None = None
     submission_id: str | None = None
     slug: str | None = None
+    expires_at: datetime | None = None
+
+
+class ShareLinkRequest(BaseModel):
+    expiration_date: datetime | None = None
 
 
 class PublicAssetResponse(BaseModel):
@@ -124,6 +139,7 @@ class PublicAssetResponse(BaseModel):
     version_id: str | None = None
     submission_id: str | None = None
     url: str | None = None
+    paperless_share_url: str | None = None
 
 
 class PublicAssetLookupResponse(BaseModel):

apps/backend/fastapi/app/schemas/insights.py

@@ -0,0 +1,34 @@
+from __future__ import annotations
+
+from pydantic import BaseModel
+
+
+class OperationImpactSchema(BaseModel):
+    operation: str
+    total: int
+    positive: int
+    rate: float
+
+
+class KeywordSignalSchema(BaseModel):
+    keyword: str
+    positive_count: int
+    negative_count: int
+    lift: float
+
+
+class SectionImpactSchema(BaseModel):
+    section: str
+    positive_rate: float
+    count: int
+
+
+class InsightsResponse(BaseModel):
+    total_submissions: int
+    positive_count: int
+    positive_rate: float
+    operation_impact: list[OperationImpactSchema]
+    top_positive_keywords: list[KeywordSignalSchema]
+    top_negative_keywords: list[KeywordSignalSchema]
+    section_impact: list[SectionImpactSchema]
+    has_data: bool

apps/backend/fastapi/app/services/documents.py

@@ -99,9 +99,6 @@ async def delete_document(
         await session.execute(
             delete(PublicAsset).where(PublicAsset.version_id.in_(version_ids))
         )
-    # Null root_version_id to break the circular FK before cascade
-    doc.root_version_id = None
-    await session.flush()
     await session.delete(doc)
     await session.commit()
     for key in artifact_keys:

apps/backend/fastapi/app/services/insights.py

@@ -0,0 +1,37 @@
+from __future__ import annotations
+
+from sqlalchemy import select
+from sqlalchemy.ext.asyncio import AsyncSession
+from sqlalchemy.orm import selectinload
+
+from dlib.ai.insights import InsightsResult, SubmissionRecord, SuggestionRecord, analyze
+from app.models import AiSuggestion, CvDocument, CvVersion, Submission
+
+
+async def get_insights(session: AsyncSession, *, owner_id: str) -> InsightsResult:
+    stmt = (
+        select(Submission)
+        .join(Submission.version)
+        .join(CvVersion.document)
+        .where(CvDocument.owner_id == owner_id)
+        .options(selectinload(Submission.suggestions))
+    )
+    rows = list((await session.execute(stmt)).scalars().all())
+
+    records = [
+        SubmissionRecord(
+            status=s.status.value,
+            suggestions=[
+                SuggestionRecord(
+                    operation=sug.operation,
+                    target_path=sug.target_path,
+                    proposed_text=sug.proposed_text,
+                    rationale=sug.rationale,
+                    accepted=sug.accepted,
+                )
+                for sug in s.suggestions
+            ],
+        )
+        for s in rows
+    ]
+    return analyze(records)

apps/backend/fastapi/app/services/publication.py

@@ -1,5 +1,6 @@
 from __future__ import annotations
 
+import asyncio
 import re
 from datetime import datetime
 from uuid import uuid4
@@ -7,7 +8,11 @@ from uuid import uuid4
 from sqlalchemy import select
 from sqlalchemy.ext.asyncio import AsyncSession
 
+from app.core.config import get_settings
 from app.models import CvDocument, CvVersion, PublicAsset, Submission
+from app.services.storage import storage_client
+from dlib.cv import docx_bytes_to_pdf, generate_patched_docx
+from dlib.integrations.paperless import get_paperless_client
 
 
 async def publish_version(
@@ -17,6 +22,7 @@ async def publish_version(
     version_id: str | None,
     submission_id: str | None,
     slug: str | None,
+    expires_at: datetime | None = None,
 ) -> PublicAsset | None:
     target_version: CvVersion | None = None
     target_submission: Submission | None = None
@@ -55,11 +61,27 @@ async def publish_version(
         slug=resolved_slug,
         artifact_key=target_version.artifact_docx_key,
         is_public=True,
-        expires_at=None,
+        expires_at=expires_at,
     )
     session.add(asset)
     await session.commit()
     await session.refresh(asset)
+
+    settings = get_settings()
+    client = get_paperless_client(settings)
+    if client:
+        docx = storage_client.download_bytes(target_version.artifact_docx_key)
+        blocks = target_version.structured_blocks or []
+        pdf = docx_bytes_to_pdf(generate_patched_docx(docx, blocks))
+        doc_id = await asyncio.to_thread(
+            client.upload_document, pdf, resolved_slug, settings.paperless_tag_ids or []
+        )
+        _, share_url = await asyncio.to_thread(client.create_share_link, doc_id, expires_at)
+        asset.paperless_document_id = doc_id
+        asset.paperless_share_slug = share_url.split("/share/")[-1]
+        await session.commit()
+        await session.refresh(asset)
+
     return asset
 
 

apps/backend/fastapi/app/services/submissions.py

@@ -33,8 +33,7 @@ async def create_submission(
     )
     session.add(submission)
     await session.commit()
-    await session.refresh(submission)
+    return await _get_submission_for_owner(session, owner_id, submission.id)
-    return submission
 
 
 async def request_ai_suggestions(
@@ -133,6 +132,21 @@ async def update_suggestion(
     return suggestion
 
 
+async def update_submission_status(
+    session: AsyncSession,
+    *,
+    owner_id: str,
+    submission_id: str,
+    status: SubmissionStatus,
+) -> Submission | None:
+    submission = await _get_submission_for_owner(session, owner_id, submission_id)
+    if not submission:
+        return None
+    submission.status = status
+    await session.commit()
+    return await _get_submission_for_owner(session, owner_id, submission_id)
+
+
 async def _get_version_for_owner(
     session: AsyncSession, owner_id: str, version_id: str
 ) -> CvVersion | None:
@@ -155,7 +169,10 @@ async def _get_submission_for_owner(
         .join(Submission.version)
         .join(CvVersion.document)
         .where(Submission.id == submission_id, CvDocument.owner_id == owner_id)
-        .options(selectinload(Submission.version))
+        .options(
+            selectinload(Submission.version),
+            selectinload(Submission.suggestions),
+        )
     )
     result = await session.execute(stmt)
     return result.scalars().one_or_none()

apps/backend/fastapi/app/services/versions.py

@@ -78,7 +78,7 @@ async def create_branch(
     stmt_refresh = (
         select(CvVersion)
         .where(CvVersion.id == new_version.id)
-        .options(selectinload(CvVersion.patches), selectinload(CvVersion.public_assets))
+        .options(selectinload(CvVersion.patches))
     )
     result = await session.execute(stmt_refresh)
     return result.scalars().one()
@@ -138,7 +138,7 @@ async def append_patches_to_version(
     stmt_refresh = (
         select(CvVersion)
         .where(CvVersion.id == version_id)
-        .options(selectinload(CvVersion.patches), selectinload(CvVersion.public_assets))
+        .options(selectinload(CvVersion.patches))
     )
     result = await session.execute(stmt_refresh)
     return result.scalars().one()

apps/webapp/bun.lock

@@ -7,7 +7,7 @@
       "dependencies": {
         "@supabase/ssr": "^0.7.0",
         "@supabase/supabase-js": "^2.57.4",
-        "next": "15.5.2",
+        "next": "15.5.14",
         "react": "19.1.0",
         "react-dom": "19.1.0",
       },
@@ -18,7 +18,7 @@
         "@types/react": "^19",
         "@types/react-dom": "^19",
         "eslint": "^9",
-        "eslint-config-next": "15.5.2",
+        "eslint-config-next": "15.5.14",
         "tailwindcss": "^4",
         "typescript": "^5",
       },
@@ -117,25 +117,25 @@
 
     "@napi-rs/wasm-runtime": ["@napi-rs/wasm-runtime@0.2.12", "", { "dependencies": { "@emnapi/core": "^1.4.3", "@emnapi/runtime": "^1.4.3", "@tybys/wasm-util": "^0.10.0" } }, "sha512-ZVWUcfwY4E/yPitQJl481FjFo3K22D6qF0DuFH6Y/nbnE11GY5uguDxZMGXPQ8WQ0128MXQD7TnfHyK4oWoIJQ=="],
 
-    "@next/env": ["@next/env@15.5.2", "", {}, "sha512-Qe06ew4zt12LeO6N7j8/nULSOe3fMXE4dM6xgpBQNvdzyK1sv5y4oAP3bq4LamrvGCZtmRYnW8URFCeX5nFgGg=="],
+    "@next/env": ["@next/env@15.5.14", "", {}, "sha512-aXeirLYuASxEgi4X4WhfXsShCFxWDfNn/8ZeC5YXAS2BB4A8FJi1kwwGL6nvMVboE7fZCzmJPNdMvVHc8JpaiA=="],
 
-    "@next/eslint-plugin-next": ["@next/eslint-plugin-next@15.5.2", "", { "dependencies": { "fast-glob": "3.3.1" } }, "sha512-lkLrRVxcftuOsJNhWatf1P2hNVfh98k/omQHrCEPPriUypR6RcS13IvLdIrEvkm9AH2Nu2YpR5vLqBuy6twH3Q=="],
+    "@next/eslint-plugin-next": ["@next/eslint-plugin-next@15.5.14", "", { "dependencies": { "fast-glob": "3.3.1" } }, "sha512-ogBjgsFrPPz19abP3VwcYSahbkUOMMvJjxCOYWYndw+PydeMuLuB4XrvNkNutFrTjC9St2KFULRdKID8Sd/CMQ=="],
 
-    "@next/swc-darwin-arm64": ["@next/swc-darwin-arm64@15.5.2", "", { "os": "darwin", "cpu": "arm64" }, "sha512-8bGt577BXGSd4iqFygmzIfTYizHb0LGWqH+qgIF/2EDxS5JsSdERJKA8WgwDyNBZgTIIA4D8qUtoQHmxIIquoQ=="],
+    "@next/swc-darwin-arm64": ["@next/swc-darwin-arm64@15.5.14", "", { "os": "darwin", "cpu": "arm64" }, "sha512-Y9K6SPzobnZvrRDPO2s0grgzC+Egf0CqfbdvYmQVaztV890zicw8Z8+4Vqw8oPck8r1TjUHxVh8299Cg4TrxXg=="],
 
-    "@next/swc-darwin-x64": ["@next/swc-darwin-x64@15.5.2", "", { "os": "darwin", "cpu": "x64" }, "sha512-2DjnmR6JHK4X+dgTXt5/sOCu/7yPtqpYt8s8hLkHFK3MGkka2snTv3yRMdHvuRtJVkPwCGsvBSwmoQCHatauFQ=="],
+    "@next/swc-darwin-x64": ["@next/swc-darwin-x64@15.5.14", "", { "os": "darwin", "cpu": "x64" }, "sha512-aNnkSMjSFRTOmkd7qoNI2/rETQm/vKD6c/Ac9BZGa9CtoOzy3c2njgz7LvebQJ8iPxdeTuGnAjagyis8a9ifBw=="],
 
-    "@next/swc-linux-arm64-gnu": ["@next/swc-linux-arm64-gnu@15.5.2", "", { "os": "linux", "cpu": "arm64" }, "sha512-3j7SWDBS2Wov/L9q0mFJtEvQ5miIqfO4l7d2m9Mo06ddsgUK8gWfHGgbjdFlCp2Ek7MmMQZSxpGFqcC8zGh2AA=="],
+    "@next/swc-linux-arm64-gnu": ["@next/swc-linux-arm64-gnu@15.5.14", "", { "os": "linux", "cpu": "arm64" }, "sha512-tjlpia+yStPRS//6sdmlVwuO1Rioern4u2onafa5n+h2hCS9MAvMXqpVbSrjgiEOoCs0nJy7oPOmWgtRRNSM5Q=="],
 
-    "@next/swc-linux-arm64-musl": ["@next/swc-linux-arm64-musl@15.5.2", "", { "os": "linux", "cpu": "arm64" }, "sha512-s6N8k8dF9YGc5T01UPQ08yxsK6fUow5gG1/axWc1HVVBYQBgOjca4oUZF7s4p+kwhkB1bDSGR8QznWrFZ/Rt5g=="],
+    "@next/swc-linux-arm64-musl": ["@next/swc-linux-arm64-musl@15.5.14", "", { "os": "linux", "cpu": "arm64" }, "sha512-8B8cngBaLadl5lbDRdxGCP1Lef8ipD6KlxS3v0ElDAGil6lafrAM3B258p1KJOglInCVFUjk751IXMr2ixeQOQ=="],
 
-    "@next/swc-linux-x64-gnu": ["@next/swc-linux-x64-gnu@15.5.2", "", { "os": "linux", "cpu": "x64" }, "sha512-o1RV/KOODQh6dM6ZRJGZbc+MOAHww33Vbs5JC9Mp1gDk8cpEO+cYC/l7rweiEalkSm5/1WGa4zY7xrNwObN4+Q=="],
+    "@next/swc-linux-x64-gnu": ["@next/swc-linux-x64-gnu@15.5.14", "", { "os": "linux", "cpu": "x64" }, "sha512-bAS6tIAg8u4Gn3Nz7fCPpSoKAexEt2d5vn1mzokcqdqyov6ZJ6gu6GdF9l8ORFrBuRHgv3go/RfzYz5BkZ6YSQ=="],
 
-    "@next/swc-linux-x64-musl": ["@next/swc-linux-x64-musl@15.5.2", "", { "os": "linux", "cpu": "x64" }, "sha512-/VUnh7w8RElYZ0IV83nUcP/J4KJ6LLYliiBIri3p3aW2giF+PAVgZb6mk8jbQSB3WlTai8gEmCAr7kptFa1H6g=="],
+    "@next/swc-linux-x64-musl": ["@next/swc-linux-x64-musl@15.5.14", "", { "os": "linux", "cpu": "x64" }, "sha512-mMxv/FcrT7Gfaq4tsR22l17oKWXZmH/lVqcvjX0kfp5I0lKodHYLICKPoX1KRnnE+ci6oIUdriUhuA3rBCDiSw=="],
 
-    "@next/swc-win32-arm64-msvc": ["@next/swc-win32-arm64-msvc@15.5.2", "", { "os": "win32", "cpu": "arm64" }, "sha512-sMPyTvRcNKXseNQ/7qRfVRLa0VhR0esmQ29DD6pqvG71+JdVnESJaHPA8t7bc67KD5spP3+DOCNLhqlEI2ZgQg=="],
+    "@next/swc-win32-arm64-msvc": ["@next/swc-win32-arm64-msvc@15.5.14", "", { "os": "win32", "cpu": "arm64" }, "sha512-OTmiBlYThppnvnsqx0rBqjDRemlmIeZ8/o4zI7veaXoeO1PVHoyj2lfTfXTiiGjCyRDhA10y4h6ZvZvBiynr2g=="],
 
-    "@next/swc-win32-x64-msvc": ["@next/swc-win32-x64-msvc@15.5.2", "", { "os": "win32", "cpu": "x64" }, "sha512-W5VvyZHnxG/2ukhZF/9Ikdra5fdNftxI6ybeVKYvBPDtyx7x4jPPSNduUkfH5fo3zG0JQ0bPxgy41af2JX5D4Q=="],
+    "@next/swc-win32-x64-msvc": ["@next/swc-win32-x64-msvc@15.5.14", "", { "os": "win32", "cpu": "x64" }, "sha512-+W7eFf3RS7m4G6tppVTOSyP9Y6FsJXfOuKzav1qKniiFm3KFByQfPEcouHdjlZmysl4zJGuGLQ/M9XyVeyeNEg=="],
 
     "@nodelib/fs.scandir": ["@nodelib/fs.scandir@2.1.5", "", { "dependencies": { "@nodelib/fs.stat": "2.0.5", "run-parallel": "^1.1.9" } }, "sha512-vq24Bq3ym5HEQm2NKCr3yXDwjc7vTsEThRDnkp2DK9p1uqLR+DHurm/NOTo0KG7HYHU7eppKZj3MyqYuMBf62g=="],
 
@@ -395,7 +395,7 @@
 
     "eslint": ["eslint@9.35.0", "", { "dependencies": { "@eslint-community/eslint-utils": "^4.8.0", "@eslint-community/regexpp": "^4.12.1", "@eslint/config-array": "^0.21.0", "@eslint/config-helpers": "^0.3.1", "@eslint/core": "^0.15.2", "@eslint/eslintrc": "^3.3.1", "@eslint/js": "9.35.0", "@eslint/plugin-kit": "^0.3.5", "@humanfs/node": "^0.16.6", "@humanwhocodes/module-importer": "^1.0.1", "@humanwhocodes/retry": "^0.4.2", "@types/estree": "^1.0.6", "@types/json-schema": "^7.0.15", "ajv": "^6.12.4", "chalk": "^4.0.0", "cross-spawn": "^7.0.6", "debug": "^4.3.2", "escape-string-regexp": "^4.0.0", "eslint-scope": "^8.4.0", "eslint-visitor-keys": "^4.2.1", "espree": "^10.4.0", "esquery": "^1.5.0", "esutils": "^2.0.2", "fast-deep-equal": "^3.1.3", "file-entry-cache": "^8.0.0", "find-up": "^5.0.0", "glob-parent": "^6.0.2", "ignore": "^5.2.0", "imurmurhash": "^0.1.4", "is-glob": "^4.0.0", "json-stable-stringify-without-jsonify": "^1.0.1", "lodash.merge": "^4.6.2", "minimatch": "^3.1.2", "natural-compare": "^1.4.0", "optionator": "^0.9.3" }, "peerDependencies": { "jiti": "*" }, "bin": "bin/eslint.js" }, "sha512-QePbBFMJFjgmlE+cXAlbHZbHpdFVS2E/6vzCy7aKlebddvl1vadiC4JFV5u/wqTkNUwEV8WrQi257jf5f06hrg=="],
 
-    "eslint-config-next": ["eslint-config-next@15.5.2", "", { "dependencies": { "@next/eslint-plugin-next": "15.5.2", "@rushstack/eslint-patch": "^1.10.3", "@typescript-eslint/eslint-plugin": "^5.4.2 || ^6.0.0 || ^7.0.0 || ^8.0.0", "@typescript-eslint/parser": "^5.4.2 || ^6.0.0 || ^7.0.0 || ^8.0.0", "eslint-import-resolver-node": "^0.3.6", "eslint-import-resolver-typescript": "^3.5.2", "eslint-plugin-import": "^2.31.0", "eslint-plugin-jsx-a11y": "^6.10.0", "eslint-plugin-react": "^7.37.0", "eslint-plugin-react-hooks": "^5.0.0" }, "peerDependencies": { "eslint": "^7.23.0 || ^8.0.0 || ^9.0.0", "typescript": ">=3.3.1" } }, "sha512-3hPZghsLupMxxZ2ggjIIrat/bPniM2yRpsVPVM40rp8ZMzKWOJp2CGWn7+EzoV2ddkUr5fxNfHpF+wU1hGt/3g=="],
+    "eslint-config-next": ["eslint-config-next@15.5.14", "", { "dependencies": { "@next/eslint-plugin-next": "15.5.14", "@rushstack/eslint-patch": "^1.10.3", "@typescript-eslint/eslint-plugin": "^5.4.2 || ^6.0.0 || ^7.0.0 || ^8.0.0", "@typescript-eslint/parser": "^5.4.2 || ^6.0.0 || ^7.0.0 || ^8.0.0", "eslint-import-resolver-node": "^0.3.6", "eslint-import-resolver-typescript": "^3.5.2", "eslint-plugin-import": "^2.31.0", "eslint-plugin-jsx-a11y": "^6.10.0", "eslint-plugin-react": "^7.37.0", "eslint-plugin-react-hooks": "^5.0.0" }, "peerDependencies": { "eslint": "^7.23.0 || ^8.0.0 || ^9.0.0", "typescript": ">=3.3.1" }, "optionalPeers": ["typescript"] }, "sha512-lmJ5F8ZgOYogq0qtH4L5SpxuASY2SPdOzqUprN2/56+P3GPsIpXaUWIJC66kYIH+yZdsM4nkHE5MIBP6s1NiBw=="],
 
     "eslint-import-resolver-node": ["eslint-import-resolver-node@0.3.9", "", { "dependencies": { "debug": "^3.2.7", "is-core-module": "^2.13.0", "resolve": "^1.22.4" } }, "sha512-WFj2isz22JahUv+B788TlO3N6zL3nNJGU8CcZbPZvVEkBPaJdCV4vy5wyghty5ROFbCRnm132v8BScu5/1BQ8g=="],
 
@@ -635,7 +635,7 @@
 
     "natural-compare": ["natural-compare@1.4.0", "", {}, "sha512-OWND8ei3VtNC9h7V60qff3SVobHr996CTwgxubgyQYEpg290h9J0buyECNNJexkFm5sOajh5G116RYA1c8ZMSw=="],
 
-    "next": ["next@15.5.2", "", { "dependencies": { "@next/env": "15.5.2", "@swc/helpers": "0.5.15", "caniuse-lite": "^1.0.30001579", "postcss": "8.4.31", "styled-jsx": "5.1.6" }, "optionalDependencies": { "@next/swc-darwin-arm64": "15.5.2", "@next/swc-darwin-x64": "15.5.2", "@next/swc-linux-arm64-gnu": "15.5.2", "@next/swc-linux-arm64-musl": "15.5.2", "@next/swc-linux-x64-gnu": "15.5.2", "@next/swc-linux-x64-musl": "15.5.2", "@next/swc-win32-arm64-msvc": "15.5.2", "@next/swc-win32-x64-msvc": "15.5.2", "sharp": "^0.34.3" }, "peerDependencies": { "@opentelemetry/api": "^1.1.0", "@playwright/test": "^1.51.1", "babel-plugin-react-compiler": "*", "react": "^18.2.0 || 19.0.0-rc-de68d2f4-20241204 || ^19.0.0", "react-dom": "^18.2.0 || 19.0.0-rc-de68d2f4-20241204 || ^19.0.0", "sass": "^1.3.0" }, "optionalPeers": ["@opentelemetry/api", "@playwright/test", "babel-plugin-react-compiler", "sass"], "bin": "dist/bin/next" }, "sha512-H8Otr7abj1glFhbGnvUt3gz++0AF1+QoCXEBmd/6aKbfdFwrn0LpA836Ed5+00va/7HQSDD+mOoVhn3tNy3e/Q=="],
+    "next": ["next@15.5.14", "", { "dependencies": { "@next/env": "15.5.14", "@swc/helpers": "0.5.15", "caniuse-lite": "^1.0.30001579", "postcss": "8.4.31", "styled-jsx": "5.1.6" }, "optionalDependencies": { "@next/swc-darwin-arm64": "15.5.14", "@next/swc-darwin-x64": "15.5.14", "@next/swc-linux-arm64-gnu": "15.5.14", "@next/swc-linux-arm64-musl": "15.5.14", "@next/swc-linux-x64-gnu": "15.5.14", "@next/swc-linux-x64-musl": "15.5.14", "@next/swc-win32-arm64-msvc": "15.5.14", "@next/swc-win32-x64-msvc": "15.5.14", "sharp": "^0.34.3" }, "peerDependencies": { "@opentelemetry/api": "^1.1.0", "@playwright/test": "^1.51.1", "babel-plugin-react-compiler": "*", "react": "^18.2.0 || 19.0.0-rc-de68d2f4-20241204 || ^19.0.0", "react-dom": "^18.2.0 || 19.0.0-rc-de68d2f4-20241204 || ^19.0.0", "sass": "^1.3.0" }, "optionalPeers": ["@opentelemetry/api", "@playwright/test", "babel-plugin-react-compiler", "sass"], "bin": { "next": "dist/bin/next" } }, "sha512-M6S+4JyRjmKic2Ssm7jHUPkE6YUJ6lv4507jprsSZLulubz0ihO2E+S4zmQK3JZ2ov81JrugukKU4Tz0ivgqqQ=="],
 
     "object-assign": ["object-assign@4.1.1", "", {}, "sha512-rJgTQnkUnH1sFw8yT6VSU3zD3sWmu6sZhIseY8VX+GRu3P6F7Fu+JNDoXfklElbLJSnc3FUQHVe4cU5hj+BcUg=="],
 
@@ -843,8 +843,6 @@
 
     "eslint-plugin-react/resolve": ["resolve@2.0.0-next.5", "", { "dependencies": { "is-core-module": "^2.13.0", "path-parse": "^1.0.7", "supports-preserve-symlinks-flag": "^1.0.0" }, "bin": "bin/resolve" }, "sha512-U7WjGVG9sH8tvjW5SmGbQuui75FiyjAX72HX15DwBBwF9dNiQZRQAg9nnPhYy+TUnE0+VcrttuvNI8oSxZcocA=="],
 
-    "eslint-plugin-react/semver": ["semver@6.3.1", "", { "bin": "bin/semver.js" }, "sha512-BR7VvDCVHO+q2xBEWskxS6DJE1qRnb7DxzUrogb71CWoSficBxYsiAGd+Kl0mmq/MprG9yArRkyrQxTO6XjMzA=="],
-
     "fast-glob/glob-parent": ["glob-parent@5.1.2", "", { "dependencies": { "is-glob": "^4.0.1" } }, "sha512-AOIgSQCepiJYwP3ARnGx+5VnTu2HBYdzbGP45eLw1vr3zB3vZLeyed1sC9hnbcOc9/SrMyM5RPQrkGz4aS9Zow=="],
 
     "is-bun-module/semver": ["semver@7.7.2", "", { "bin": "bin/semver.js" }, "sha512-RF0Fw+rO5AMf9MAyaRXI4AV0Ulj5lMHqVxxdSgiVbixSCXoEmmX/jk0CuJw4+3SqroYO9VoUh+HcuJivvtJemA=="],

apps/webapp/package.json

@@ -13,7 +13,7 @@
   "dependencies": {
     "@supabase/ssr": "^0.7.0",
     "@supabase/supabase-js": "^2.57.4",
-    "next": "15.5.2",
+    "next": "15.5.14",
     "react": "19.1.0",
     "react-dom": "19.1.0"
   },
@@ -24,7 +24,7 @@
     "@types/react": "^19",
     "@types/react-dom": "^19",
     "eslint": "^9",
-    "eslint-config-next": "15.5.2",
+    "eslint-config-next": "15.5.14",
     "tailwindcss": "^4",
     "typescript": "^5"
   }

apps/webapp/src/app/dashboard/demo-data.ts

@@ -0,0 +1,164 @@
+import type { Document, Submission, InsightsResult } from '@/libs/api';
+
+const D = (daysAgo: number) => new Date(Date.now() - daysAgo * 86_400_000).toISOString();
+
+const ROOT_VERSION_ID = 'demo-v1';
+const ML_VERSION_ID = 'demo-v2';
+const BACKEND_VERSION_ID = 'demo-v3';
+export const DEMO_DOC_ID = 'demo-doc-1';
+
+export const DEMO_DOCUMENTS: Document[] = [
+    {
+        id: DEMO_DOC_ID,
+        title: 'Alex Rivera — Software Engineer',
+        description: 'Main CV, ATS-safe baseline',
+        owner_id: 'demo-user',
+        root_version_id: ROOT_VERSION_ID,
+        created_at: D(45),
+        updated_at: D(3),
+        versions: [
+            {
+                id: ROOT_VERSION_ID,
+                branch_name: 'root',
+                version_label: 'v1.0 baseline',
+                parent_version_id: null,
+                structured_blocks: [
+                    { path: 'heading[1]', block_type: 'heading', text: 'Alex Rivera', keywords: [] },
+                    { path: 'summary[1]', block_type: 'summary', text: 'Software engineer with 5 years of experience building distributed systems and ML pipelines at scale.', keywords: ['distributed', 'systems', 'machine', 'learning'] },
+                    { path: 'heading[2]', block_type: 'heading', text: 'Experience', keywords: [] },
+                    { path: 'bullet[1]', block_type: 'bullet', text: 'Led migration of monolithic data pipeline to distributed microservices, reducing p99 latency by 40%.', keywords: ['distributed', 'microservices', 'latency', 'pipeline'] },
+                    { path: 'bullet[2]', block_type: 'bullet', text: 'Designed feature flag system used by 50+ engineers across 3 teams.', keywords: ['system', 'design', 'engineers'] },
+                    { path: 'heading[3]', block_type: 'heading', text: 'Skills', keywords: [] },
+                    { path: 'skills[1]', block_type: 'skills', text: 'Python, Go, TypeScript, SQL, Kubernetes, AWS, PyTorch', keywords: ['python', 'go', 'typescript', 'pytorch', 'kubernetes'] },
+                ],
+                artifact_docx_key: 'demo/demo-cv.docx',
+                patches: [],
+                public_assets: [],
+                created_at: D(45),
+                updated_at: D(45),
+            },
+            {
+                id: ML_VERSION_ID,
+                branch_name: 'ml-engineer',
+                version_label: 'ML-focused variant',
+                parent_version_id: ROOT_VERSION_ID,
+                structured_blocks: [
+                    { path: 'heading[1]', block_type: 'heading', text: 'Alex Rivera', keywords: [] },
+                    { path: 'summary[1]', block_type: 'summary', text: 'ML engineer specialising in large-scale PyTorch training pipelines, distributed inference, and production-grade MLOps.', keywords: ['pytorch', 'distributed', 'mlops', 'inference'] },
+                    { path: 'heading[2]', block_type: 'heading', text: 'Experience', keywords: [] },
+                    { path: 'bullet[1]', block_type: 'bullet', text: 'Contributed PyTorch anomaly detection model achieving 92% precision on production traffic at 2M events/day.', keywords: ['pytorch', 'machine learning', 'production', 'precision'] },
+                    { path: 'bullet[2]', block_type: 'bullet', text: 'Built streaming data ingestion system (Kafka + Flink) powering real-time ML feature store.', keywords: ['kafka', 'flink', 'streaming', 'feature store'] },
+                    { path: 'heading[3]', block_type: 'heading', text: 'Skills', keywords: [] },
+                    { path: 'skills[1]', block_type: 'skills', text: 'PyTorch, Python, Go, Kubernetes, Spark, dbt, AWS SageMaker', keywords: ['pytorch', 'python', 'kubernetes', 'spark', 'sagemaker'] },
+                ],
+                artifact_docx_key: 'demo/demo-cv.docx',
+                patches: [
+                    { id: 'dp1', target_path: 'summary[1]', operation: 'replace_text', old_value: 'Software engineer…', new_value: 'ML engineer specialising…', created_at: D(30) },
+                    { id: 'dp2', target_path: 'skills[1]', operation: 'boost_keyword', old_value: null, new_value: 'PyTorch', created_at: D(30) },
+                ],
+                public_assets: [{
+                    id: 'demo-asset-1', slug: 'alex-ml', artifact_key: 'public/alex-ml.docx',
+                    is_public: true, url: '/demo-cv.docx', version_id: ML_VERSION_ID, submission_id: null, created_at: D(20),
+                }],
+                created_at: D(30),
+                updated_at: D(3),
+            },
+            {
+                id: BACKEND_VERSION_ID,
+                branch_name: 'backend-engineer',
+                version_label: 'Backend-focused variant',
+                parent_version_id: ROOT_VERSION_ID,
+                structured_blocks: [
+                    { path: 'heading[1]', block_type: 'heading', text: 'Alex Rivera', keywords: [] },
+                    { path: 'summary[1]', block_type: 'summary', text: 'Backend engineer focused on high-throughput API design, distributed systems, and reliability engineering.', keywords: ['backend', 'api', 'distributed', 'reliability'] },
+                    { path: 'bullet[1]', block_type: 'bullet', text: 'Led migration to microservices, reducing p99 latency by 40% under 10k RPS sustained load.', keywords: ['microservices', 'latency', 'rps', 'distributed'] },
+                    { path: 'skills[1]', block_type: 'skills', text: 'Go, Python, PostgreSQL, Redis, gRPC, Kubernetes, AWS', keywords: ['go', 'postgresql', 'redis', 'grpc', 'kubernetes'] },
+                ],
+                artifact_docx_key: 'demo/demo-cv.docx',
+                patches: [
+                    { id: 'dp3', target_path: 'summary[1]', operation: 'replace_text', old_value: 'Software engineer…', new_value: 'Backend engineer…', created_at: D(25) },
+                ],
+                public_assets: [],
+                created_at: D(25),
+                updated_at: D(10),
+            },
+        ],
+    },
+];
+
+export const DEMO_SUBMISSIONS: Submission[] = [
+    {
+        id: 'ds1', version_id: ML_VERSION_ID, company_name: 'Anthropic', role_title: 'ML Research Engineer',
+        job_url: null, job_description: null, status: 'pending_review', created_at: D(18),
+        suggestions: [
+            { id: 's1', target_path: 'summary[1]', operation: 'boost_keyword', proposed_text: 'constitutional ai', rationale: 'Highlight alignment research experience', accepted: true, metadata_json: { confidence: 0.82 } },
+            { id: 's2', target_path: 'bullet[1]', operation: 'replace_text', proposed_text: 'Built distributed PyTorch training pipeline handling constitutional AI fine-tuning at scale.', rationale: 'Align with Anthropic stack', accepted: true, metadata_json: { confidence: 0.74 } },
+        ],
+    },
+    {
+        id: 'ds2', version_id: ML_VERSION_ID, company_name: 'Google DeepMind', role_title: 'Senior ML Engineer',
+        job_url: null, job_description: null, status: 'pending_review', created_at: D(14),
+        suggestions: [
+            { id: 's3', target_path: 'skills[1]', operation: 'boost_keyword', proposed_text: 'JAX', rationale: 'DeepMind uses JAX heavily', accepted: true, metadata_json: { confidence: 0.71 } },
+            { id: 's4', target_path: 'bullet[2]', operation: 'replace_text', proposed_text: 'Built large-scale streaming pipeline underpinning real-time feature store for JAX model serving.', rationale: 'Add JAX context', accepted: true, metadata_json: { confidence: 0.68 } },
+        ],
+    },
+    {
+        id: 'ds3', version_id: ML_VERSION_ID, company_name: 'OpenAI', role_title: 'Research Engineer',
+        job_url: null, job_description: null, status: 'published', created_at: D(10),
+        suggestions: [
+            { id: 's5', target_path: 'summary[1]', operation: 'replace_text', proposed_text: 'ML engineer with track record in large-scale training infrastructure and RLHF pipelines.', rationale: 'OpenAI focus on RLHF', accepted: true, metadata_json: { confidence: 0.77 } },
+        ],
+    },
+    {
+        id: 'ds4', version_id: ML_VERSION_ID, company_name: 'Meta AI', role_title: 'ML Infrastructure Engineer',
+        job_url: null, job_description: null, status: 'archived', created_at: D(22),
+        suggestions: [
+            { id: 's6', target_path: 'bullet[1]', operation: 'boost_keyword', proposed_text: 'PyTorch', rationale: 'Meta maintains PyTorch', accepted: true, metadata_json: { confidence: 0.55 } },
+            { id: 's7', target_path: 'summary[1]', operation: 'suppress_block', proposed_text: null, rationale: 'Summary too generic', accepted: false, metadata_json: { confidence: 0.3 } },
+        ],
+    },
+    {
+        id: 'ds5', version_id: BACKEND_VERSION_ID, company_name: 'Stripe', role_title: 'Senior Backend Engineer',
+        job_url: null, job_description: null, status: 'pending_review', created_at: D(8),
+        suggestions: [
+            { id: 's8', target_path: 'bullet[1]', operation: 'replace_text', proposed_text: 'Led migration to microservices achieving 99.99% uptime across Stripe-scale payment processing.', rationale: 'Emphasise reliability', accepted: true, metadata_json: { confidence: 0.79 } },
+        ],
+    },
+    {
+        id: 'ds6', version_id: BACKEND_VERSION_ID, company_name: 'Cloudflare', role_title: 'Staff Engineer',
+        job_url: null, job_description: null, status: 'archived', created_at: D(20),
+        suggestions: [
+            { id: 's9', target_path: 'skills[1]', operation: 'boost_keyword', proposed_text: 'Rust', rationale: 'Cloudflare uses Rust', accepted: true, metadata_json: { confidence: 0.4 } },
+        ],
+    },
+];
+
+export const DEMO_INSIGHTS: InsightsResult = {
+    total_submissions: 6,
+    positive_count: 4,
+    positive_rate: 0.667,
+    has_data: true,
+    operation_impact: [
+        { operation: 'replace_text', total: 5, positive: 4, rate: 0.8 },
+        { operation: 'boost_keyword', total: 5, positive: 3, rate: 0.6 },
+        { operation: 'suppress_block', total: 1, positive: 0, rate: 0.0 },
+    ],
+    top_positive_keywords: [
+        { keyword: 'pytorch', positive_count: 4, negative_count: 1, lift: 4.0 },
+        { keyword: 'distributed', positive_count: 3, negative_count: 0, lift: 3.0 },
+        { keyword: 'pipeline', positive_count: 3, negative_count: 1, lift: 3.0 },
+        { keyword: 'scale', positive_count: 3, negative_count: 1, lift: 3.0 },
+        { keyword: 'reliability', positive_count: 2, negative_count: 0, lift: 2.0 },
+        { keyword: 'inference', positive_count: 2, negative_count: 0, lift: 2.0 },
+    ],
+    top_negative_keywords: [
+        { keyword: 'generic', positive_count: 0, negative_count: 2, lift: 0.0 },
+        { keyword: 'suppress', positive_count: 0, negative_count: 1, lift: 0.0 },
+    ],
+    section_impact: [
+        { section: 'summary', positive_rate: 0.83, count: 6 },
+        { section: 'bullet', positive_rate: 0.75, count: 4 },
+        { section: 'skills', positive_rate: 0.5, count: 4 },
+    ],
+};

apps/webapp/src/app/dashboard/page.tsx

@@ -3,16 +3,29 @@
 import { useEffect, useRef, useState } from 'react';
 import CVTree from '@/components/cv/CVTree';
 import DiffViewer from '@/components/cv/DiffViewer';
+import InsightsPanel from '@/components/cv/InsightsPanel';
 import Link from 'next/link';
 import {
     appendPatches,
     createBranch, createSubmission, deleteDocument, deleteVersion,
     Document, downloadVersionUrl,
-    fetchDocuments, fetchSubmissions, fetchPublicAssetAnalytics, getPublicPdfUrl,
+    fetchDocuments, fetchInsights, fetchSubmissions, fetchPublicAssetAnalytics, getPublicPdfUrl,
+    InsightsResult,
+    IS_DEMO,
     publishVersion, PublicAsset, PublicAssetAnalytics,
     requestAiSuggestions,
-    Submission, StructuredBlock, Suggestion, updateSuggestion, uploadDocument, Version,
+    Submission,
+    SubmissionStatus,
+    StructuredBlock,
+    Suggestion,
+    updateSubmissionStatus,
+    updateSuggestion,
+    uploadDocument,
+    Version,
 } from '@/libs/api';
+import {
+    DEMO_DOCUMENTS, DEMO_DOC_ID, DEMO_INSIGHTS, DEMO_SUBMISSIONS,
+} from './demo-data';
 
 // ── helpers ───────────────────────────────────────────────────────────────────
 
@@ -20,12 +33,32 @@ function fmt(iso: string) {
     return new Date(iso).toLocaleDateString('en-US', { month: 'short', day: 'numeric', year: 'numeric' });
 }
 
-function statusBadge(status: string) {
+const SUBMISSION_STATUS_LABELS: Record<SubmissionStatus, string> = {
+    draft: 'Draft',
+    tailoring: 'Tailoring',
+    pending_review: 'Passed screening',
+    published: 'Submitted',
+    archived: 'Closed',
+};
+
+const SUBMISSION_STATUS_OPTIONS: Array<{ value: SubmissionStatus; label: string }> = [
+    { value: 'draft', label: 'Draft' },
+    { value: 'tailoring', label: 'Tailoring' },
+    { value: 'published', label: 'Submitted' },
+    { value: 'pending_review', label: 'Passed screening' },
+    { value: 'archived', label: 'Closed' },
+];
+
+function isSubmittedStatus(status: SubmissionStatus) {
+    return status === 'published' || status === 'pending_review' || status === 'archived';
+}
+
+function statusBadge(status: SubmissionStatus) {
     const cls = ({
         draft: 'badge-draft', tailoring: 'badge-submitted', pending_review: 'badge-interviewing',
         published: 'badge-public', archived: 'badge-closed',
-    } as Record<string, string>)[status] ?? 'badge-draft';
+    } as Record<SubmissionStatus, string>)[status] ?? 'badge-draft';
-    return <span className={`badge ${cls}`}>{status.replace('_', ' ')}</span>;
+    return <span className={`badge ${cls}`}>{SUBMISSION_STATUS_LABELS[status] ?? status.replace('_', ' ')}</span>;
 }
 
 // ── modals ────────────────────────────────────────────────────────────────────
@@ -304,20 +337,27 @@ function ContentTab({
 // ── submissions tab ───────────────────────────────────────────────────────────
 
 function SubmissionsTab({
-    submissions, loading, versionId,
+    submissions, loading,
-    onNewSubmission, onRefresh,
+    onNewSubmission, onRefresh, onStatusChange,
 }: {
     submissions: Submission[];
     loading: boolean;
-    versionId: string;
     onNewSubmission: () => void;
     onRefresh: () => void;
+    onStatusChange: (submissionId: string, status: SubmissionStatus) => void;
 }) {
     const [expanded, setExpanded] = useState<string | null>(null);
     const [aiLoading, setAiLoading] = useState<string | null>(null);
+    const [statusLoading, setStatusLoading] = useState<string | null>(null);
     const [aiJd, setAiJd] = useState<Record<string, string>>({});
     const [suggestions, setSuggestions] = useState<Record<string, Suggestion[]>>({});
 
+    const submittedCount = submissions.filter(s => isSubmittedStatus(s.status)).length;
+    const passedScreeningCount = submissions.filter(s => s.status === 'pending_review').length;
+    const successRate = submittedCount > 0
+        ? Math.round((passedScreeningCount / submittedCount) * 100)
+        : 0;
+
     const loadAi = async (s: Submission) => {
         const jd = aiJd[s.id] ?? s.job_description ?? '';
         if (!jd.trim()) return;
@@ -340,6 +380,19 @@ function SubmissionsTab({
         } catch { /* ignore */ }
     };
 
+    const changeStatus = async (sub: Submission, nextStatus: SubmissionStatus) => {
+        if (sub.status === nextStatus) return;
+        setStatusLoading(sub.id);
+        try {
+            const updated = await updateSubmissionStatus(sub.id, nextStatus);
+            onStatusChange(updated.id, updated.status);
+        } catch {
+            // ignore for now
+        } finally {
+            setStatusLoading(null);
+        }
+    };
+
     if (loading) return <div style={{ padding: '20px 0', color: 'var(--text-faint)', fontSize: 13 }}>Loading…</div>;
 
     return (
@@ -349,6 +402,21 @@ function SubmissionsTab({
                 <button className="btn btn-ghost" style={{ fontSize: 12 }} onClick={onNewSubmission}>+ New submission</button>
             </div>
 
+            <div style={{ display: 'grid', gridTemplateColumns: 'repeat(auto-fit, minmax(150px, 1fr))', gap: 8, marginBottom: 12 }}>
+                <div style={{ border: '1px solid var(--border)', borderRadius: 6, padding: '8px 10px', background: '#fff' }}>
+                    <div className="label" style={{ marginBottom: 4 }}>Submitted</div>
+                    <div style={{ fontSize: 18, fontWeight: 600 }}>{submittedCount}</div>
+                </div>
+                <div style={{ border: '1px solid var(--border)', borderRadius: 6, padding: '8px 10px', background: '#fff' }}>
+                    <div className="label" style={{ marginBottom: 4 }}>Passed screening</div>
+                    <div style={{ fontSize: 18, fontWeight: 600 }}>{passedScreeningCount}</div>
+                </div>
+                <div style={{ border: '1px solid var(--border)', borderRadius: 6, padding: '8px 10px', background: '#fff' }}>
+                    <div className="label" style={{ marginBottom: 4 }}>Success rate</div>
+                    <div style={{ fontSize: 18, fontWeight: 600 }}>{successRate}%</div>
+                </div>
+            </div>
+
             {submissions.length === 0 && (
                 <div style={{ padding: '20px 0', color: 'var(--text-faint)', fontSize: 13 }}>
                     No submissions yet. Create one to track a job application and get AI tailoring suggestions.
@@ -389,6 +457,20 @@ function SubmissionsTab({
                                         </a>
                                     )}
 
+                                    <div style={{ marginBottom: 12 }}>
+                                        <div className="label" style={{ marginBottom: 6 }}>Application stage</div>
+                                        <select
+                                            value={s.status}
+                                            onChange={e => changeStatus(s, e.target.value as SubmissionStatus)}
+                                            disabled={statusLoading === s.id}
+                                            style={{ maxWidth: 280 }}
+                                        >
+                                            {SUBMISSION_STATUS_OPTIONS.map(option => (
+                                                <option key={option.value} value={option.value}>{option.label}</option>
+                                            ))}
+                                        </select>
+                                    </div>
+
                                     {/* AI tailoring */}
                                     <div style={{ marginBottom: 12 }}>
                                         <div className="label" style={{ marginBottom: 6 }}>AI tailoring</div>
@@ -472,7 +554,7 @@ function SubmissionsTab({
 // ── main dashboard ────────────────────────────────────────────────────────────
 
 type Modal = 'upload' | 'branch' | 'submission' | 'publish' | null;
-type Tab = 'content' | 'patches' | 'submissions';
+type Tab = 'content' | 'patches' | 'submissions' | 'insights';
 
 export default function Dashboard() {
     const [docs, setDocs] = useState<Document[]>([]);
@@ -485,23 +567,39 @@ export default function Dashboard() {
     const [recentlyPublishedSlug, setRecentlyPublishedSlug] = useState<string | null>(null);
     const [activeTab, setActiveTab] = useState<Tab>('content');
     const [submissions, setSubmissions] = useState<Submission[]>([]);
+    const [allSubmissions, setAllSubmissions] = useState<Submission[]>([]);
     const [subsLoading, setSubsLoading] = useState(false);
     const [pendingEdits, setPendingEdits] = useState<Map<string, { old_value: string; new_value: string }>>(new Map());
     const [sidebarOpen, setSidebarOpen] = useState(false);
     const [docHovered, setDocHovered] = useState<string | null>(null);
     const [applyLoading, setApplyLoading] = useState(false);
     const [applyError, setApplyError] = useState('');
+    const [insights, setInsights] = useState<InsightsResult | null>(null);
 
     useEffect(() => {
-        fetchDocuments()
+        if (IS_DEMO) {
-            .then(d => {
+            setDocs(DEMO_DOCUMENTS);
+            setAllSubmissions(DEMO_SUBMISSIONS);
+            setSelectedDocId(DEMO_DOC_ID);
+            setInsights(DEMO_INSIGHTS);
+            setLoading(false);
+            return;
+        }
+        Promise.all([fetchDocuments(), fetchSubmissions().catch(() => [])])
+            .then(([d, allSubs]) => {
                 setDocs(d);
-                if (d.length) { setSelectedDocId(d[0].id); setSelectedVersionId(d[0].root_version_id ?? null); }
+                setAllSubmissions(allSubs);
+                if (d.length) { setSelectedDocId(d[0].id); setSelectedVersionId(null); }
             })
             .catch(() => setError('Failed to load documents. Make sure the backend is running.'))
             .finally(() => setLoading(false));
     }, []);
 
+    useEffect(() => {
+        if (IS_DEMO || !selectedDocId) return;
+        fetchInsights().then(setInsights).catch(() => setInsights(null));
+    }, [selectedDocId]);
+
     useEffect(() => {
         setPendingEdits(new Map());
         setApplyError('');
@@ -521,6 +619,13 @@ export default function Dashboard() {
 
     const selectedDoc = docs.find(d => d.id === selectedDocId) ?? null;
     const selectedVersion = selectedDoc?.versions.find(v => v.id === selectedVersionId) ?? null;
+    const selectedDocVersionIds = new Set((selectedDoc?.versions ?? []).map(v => v.id));
+    const selectedDocSubmissions = allSubmissions.filter(s => selectedDocVersionIds.has(s.version_id));
+    const selectedDocSubmittedCount = selectedDocSubmissions.filter(s => isSubmittedStatus(s.status)).length;
+    const selectedDocPassedScreeningCount = selectedDocSubmissions.filter(s => s.status === 'pending_review').length;
+    const selectedDocSuccessRate = selectedDocSubmittedCount > 0
+        ? Math.round((selectedDocPassedScreeningCount / selectedDocSubmittedCount) * 100)
+        : 0;
     const publishedAssets = selectedVersion?.public_assets ?? [];
     const sortedPublishedAssets = [...publishedAssets].sort((a, b) => new Date(b.created_at).getTime() - new Date(a.created_at).getTime());
     const publicBaseUrl = (process.env.NEXT_PUBLIC_BASE_URL ?? '').replace(/\/$/, '');
@@ -543,6 +648,7 @@ export default function Dashboard() {
     const refreshDocs = async () => {
         const fresh = await fetchDocuments().catch(() => docs);
         setDocs(fresh);
+        refreshAllSubs();
         return fresh;
     };
 
@@ -551,10 +657,14 @@ export default function Dashboard() {
         fetchSubmissions(selectedVersionId).then(setSubmissions).catch(() => { });
     };
 
+    function refreshAllSubs() {
+        fetchSubmissions().then(setAllSubmissions).catch(() => { });
+    }
+
     const onUploadDone = (doc: Document) => {
         setDocs(prev => [doc, ...prev.filter(d => d.id !== doc.id)]);
         setSelectedDocId(doc.id);
-        setSelectedVersionId(doc.root_version_id ?? null);
+        setSelectedVersionId(null);
         setModal(null);
         setSidebarOpen(false);
     };
@@ -569,10 +679,16 @@ export default function Dashboard() {
 
     const onSubmissionDone = (s: Submission) => {
         setSubmissions(prev => [s, ...prev]);
+        setAllSubmissions(prev => [s, ...prev]);
         setModal(null);
         setActiveTab('submissions');
     };
 
+    const handleSubmissionStatusChange = (submissionId: string, status: SubmissionStatus) => {
+        setSubmissions(prev => prev.map(s => (s.id === submissionId ? { ...s, status } : s)));
+        setAllSubmissions(prev => prev.map(s => (s.id === submissionId ? { ...s, status } : s)));
+    };
+
     const stageEdit = (path: string, old_value: string, new_value: string) => {
         setPendingEdits(prev => new Map(prev).set(path, { old_value, new_value }));
     };
@@ -595,6 +711,7 @@ export default function Dashboard() {
     };
 
     const handleDeleteDoc = async (docId: string) => {
+        if (IS_DEMO) return;
         if (!confirm('Delete this CV and all its branches? This cannot be undone.')) return;
         try {
             await deleteDocument(docId);
@@ -602,7 +719,7 @@ export default function Dashboard() {
             setDocs(updated);
             if (selectedDocId === docId) {
                 setSelectedDocId(updated[0]?.id ?? null);
-                setSelectedVersionId(updated[0]?.root_version_id ?? null);
+                setSelectedVersionId(null);
             }
         } catch (e: unknown) {
             alert(e instanceof Error ? e.message : 'Delete failed');
@@ -610,7 +727,7 @@ export default function Dashboard() {
     };
 
     const handleDeleteVersion = async (versionId: string) => {
-        const version = selectedDoc?.versions.find(v => v.id === versionId);
+        if (IS_DEMO) return;
         const hasChildren = selectedDoc?.versions.some(v => v.parent_version_id === versionId);
         const msg = hasChildren
             ? 'Delete this branch and all its sub-branches? This cannot be undone.'
@@ -620,8 +737,9 @@ export default function Dashboard() {
             await deleteVersion(versionId);
             const fresh = await refreshDocs();
             if (selectedVersionId === versionId) {
-                const doc = fresh.find(d => d.id === selectedDocId);
+                const doc = fresh.find(d => d.id === selectedDocId) ?? null;
-                setSelectedVersionId(doc?.root_version_id ?? null);
+                if (!doc) setSelectedDocId(null);
+                setSelectedVersionId(null);
             }
         } catch (e: unknown) {
             alert(e instanceof Error ? e.message : 'Delete failed');
@@ -662,12 +780,21 @@ export default function Dashboard() {
                     </Link>
                 </div>
                 <div style={{ display: 'flex', gap: 8, alignItems: 'center' }}>
-                    <button className="btn btn-primary" style={{ padding: '4px 10px', fontSize: 12 }} onClick={() => setModal('upload')}>
+                    {IS_DEMO && (
-                        + Upload CV
+                        <span style={{ fontSize: 11, padding: '2px 10px', background: '#7c3aed', color: '#fff', borderRadius: 9999, fontWeight: 600, letterSpacing: '0.04em' }}>
-                    </button>
+                            DEMO
-                    <button className="btn btn-ghost" style={{ padding: '4px 10px', fontSize: 12 }} onClick={logout}>
+                        </span>
-                        Sign out
+                    )}
-                    </button>
+                    {!IS_DEMO && (
+                        <button className="btn btn-primary" style={{ padding: '4px 10px', fontSize: 12 }} onClick={() => setModal('upload')}>
+                            + Upload CV
+                        </button>
+                    )}
+                    {!IS_DEMO && (
+                        <button className="btn btn-ghost" style={{ padding: '4px 10px', fontSize: 12 }} onClick={logout}>
+                            Sign out
+                        </button>
+                    )}
                 </div>
             </div>
 
@@ -705,7 +832,7 @@ export default function Dashboard() {
                                         onMouseLeave={() => setDocHovered(null)}
                                         onClick={() => {
                                             setSelectedDocId(d.id);
-                                            setSelectedVersionId(d.root_version_id ?? null);
+                                            setSelectedVersionId(null);
                                             setActiveTab('content');
                                             setSidebarOpen(false);
                                         }}
@@ -760,8 +887,63 @@ export default function Dashboard() {
                 {/* main panel */}
                 <div className="main-panel">
                     {!selectedVersion && !loading && (
-                        <div style={{ paddingTop: 60, textAlign: 'center', color: 'var(--text-faint)', fontSize: 13 }}>
+                        <div style={{ padding: '16px 20px', overflow: 'auto' }}>
-                            Select a branch to view details.
+                            {selectedDoc ? (
+                                <div style={{ border: '1px solid var(--border)', borderRadius: 8, background: '#fff', padding: 12 }}>
+                                    <div style={{ display: 'flex', justifyContent: 'space-between', alignItems: 'center', gap: 8, marginBottom: 8 }}>
+                                        <div style={{ minWidth: 0 }}>
+                                            <div className="label" style={{ marginBottom: 3 }}>Dashboard overview</div>
+                                            <div style={{ fontSize: 14, fontWeight: 600, overflow: 'hidden', textOverflow: 'ellipsis', whiteSpace: 'nowrap' }}>
+                                                {selectedDoc.title}
+                                            </div>
+                                        </div>
+                                        <span style={{ fontSize: 11, color: 'var(--text-faint)' }}>{selectedDoc.versions.length} version{selectedDoc.versions.length !== 1 ? 's' : ''}</span>
+                                    </div>
+
+                                    <div style={{ color: 'var(--text-faint)', fontSize: 13, marginBottom: 10 }}>
+                                        Select a branch to view details.
+                                    </div>
+
+                                    <div style={{ display: 'grid', gridTemplateColumns: 'repeat(auto-fit, minmax(120px, 1fr))', gap: 8, marginBottom: 10 }}>
+                                        <div style={{ border: '1px solid var(--border)', borderRadius: 6, padding: '8px 10px', background: 'var(--surface)' }}>
+                                            <div className="label" style={{ marginBottom: 3 }}>Submissions</div>
+                                            <div style={{ fontSize: 18, fontWeight: 600 }}>{selectedDocSubmissions.length}</div>
+                                        </div>
+                                        <div style={{ border: '1px solid var(--border)', borderRadius: 6, padding: '8px 10px', background: 'var(--surface)' }}>
+                                            <div className="label" style={{ marginBottom: 3 }}>Submitted</div>
+                                            <div style={{ fontSize: 18, fontWeight: 600 }}>{selectedDocSubmittedCount}</div>
+                                        </div>
+                                        <div style={{ border: '1px solid var(--border)', borderRadius: 6, padding: '8px 10px', background: 'var(--surface)' }}>
+                                            <div className="label" style={{ marginBottom: 3 }}>Passed screening</div>
+                                            <div style={{ fontSize: 18, fontWeight: 600 }}>{selectedDocPassedScreeningCount}</div>
+                                        </div>
+                                        <div style={{ border: '1px solid var(--border)', borderRadius: 6, padding: '8px 10px', background: 'var(--surface)' }}>
+                                            <div className="label" style={{ marginBottom: 3 }}>Success rate</div>
+                                            <div style={{ fontSize: 18, fontWeight: 600 }}>{selectedDocSuccessRate}%</div>
+                                        </div>
+                                    </div>
+
+                                    <div style={{ border: '1px solid var(--border)', borderRadius: 6, background: 'var(--surface)', maxHeight: 320, overflow: 'auto' }}>
+                                        <div className="label" style={{ padding: '8px 10px 4px' }}>Full branch tree</div>
+                                        <CVTree
+                                            versions={selectedDoc.versions}
+                                            selectedVersionId={selectedVersionId}
+                                            onSelect={selectVersion}
+                                        />
+                                    </div>
+
+                                    {insights?.has_data && (
+                                        <div style={{ marginTop: 10 }}>
+                                            <div className="label" style={{ marginBottom: 8 }}>NLP insights</div>
+                                            <InsightsPanel data={insights} />
+                                        </div>
+                                    )}
+                                </div>
+                            ) : (
+                                <div style={{ paddingTop: 60, textAlign: 'center', color: 'var(--text-faint)', fontSize: 13 }}>
+                                    Select a resume to view details.
+                                </div>
+                            )}
                         </div>
                     )}
 
@@ -794,10 +976,15 @@ export default function Dashboard() {
 
                                     {/* action buttons */}
                                     <div className="action-buttons">
-                                        <button className="btn btn-ghost" onClick={() => setModal('branch')}>Branch</button>
+                                        {!IS_DEMO && <button className="btn btn-ghost" onClick={() => setModal('branch')}>Branch</button>}
-                                        <button className="btn btn-ghost" onClick={() => { setModal('submission'); }}>Submit</button>
+                                        {!IS_DEMO && <button className="btn btn-ghost" onClick={() => { setModal('submission'); }}>Submit</button>}
-                                        <button className="btn btn-ghost" onClick={() => setModal('publish')}>Publish</button>
+                                        {!IS_DEMO && <button className="btn btn-ghost" onClick={() => setModal('publish')}>Publish</button>}
-                                        {selectedVersion.artifact_docx_key && selectedDoc && (
+                                        {IS_DEMO && (
+                                            <a href="/demo-cv.docx" download="alex-rivera-cv.docx" className="btn btn-ghost">
+                                                ↓ DOCX
+                                            </a>
+                                        )}
+                                        {!IS_DEMO && selectedVersion.artifact_docx_key && selectedDoc && (
                                             <a href={downloadVersionUrl(selectedDoc.id, selectedVersion.id)} download className="btn btn-ghost">
                                                 ↓ DOCX
                                             </a>
@@ -900,7 +1087,7 @@ export default function Dashboard() {
 
                                 {/* tabs */}
                                 <div style={{ display: 'flex', gap: 0, borderBottom: '1px solid var(--border)', overflowX: 'auto' }}>
-                                    {(['content', 'patches', 'submissions'] as Tab[]).map(t => (
+                                    {(['content', 'patches', 'submissions', 'insights'] as Tab[]).map(t => (
                                         <button
                                             key={t}
                                             onClick={() => setActiveTab(t)}
@@ -932,13 +1119,21 @@ export default function Dashboard() {
                                 )}
                                 {activeTab === 'submissions' && (
                                     <SubmissionsTab
-                                        submissions={submissions}
+                                        submissions={IS_DEMO
+                                            ? DEMO_SUBMISSIONS.filter(s => {
+                                                const doc = DEMO_DOCUMENTS.find(d => d.id === selectedDocId);
+                                                return doc?.versions.some(v => v.id === s.version_id);
+                                            })
+                                            : submissions}
                                         loading={subsLoading}
-                                        versionId={selectedVersionId!}
+                                        onNewSubmission={() => !IS_DEMO && setModal('submission')}
-                                        onNewSubmission={() => setModal('submission')}
+                                        onRefresh={() => !IS_DEMO && refreshSubs()}
-                                        onRefresh={refreshSubs}
+                                        onStatusChange={handleSubmissionStatusChange}
                                     />
                                 )}
+                                {activeTab === 'insights' && (
+                                    <InsightsPanel data={insights} />
+                                )}
                             </div>
                         </>
                     )}

apps/webapp/src/components/cv/CVTree.tsx

@@ -28,7 +28,6 @@ function Node({ node, depth, selectedId, onSelect, onDelete, colorIndex = 0 }: {
     const v = node.version;
     const isRoot = !v.parent_version_id;
     const isSelected = v.id === selectedId;
-    const isLeaf = node.children.length === 0;
     const dotColor = DOT_COLORS[colorIndex % DOT_COLORS.length];
 
     return (
@@ -147,4 +146,3 @@ export default function CVTree({ versions, selectedVersionId, onSelect, onDelete
         </div>
     );
 }
-

apps/webapp/src/components/cv/InsightsPanel.tsx

@@ -0,0 +1,134 @@
+'use client';
+
+import type { InsightsResult } from '@/libs/api';
+
+function Bar({ rate, positive }: { rate: number; positive?: boolean }) {
+    return (
+        <div style={{ flex: 1, height: 6, background: 'var(--border)', borderRadius: 3, overflow: 'hidden' }}>
+            <div style={{
+                width: `${Math.round(rate * 100)}%`,
+                height: '100%',
+                background: positive === false ? '#ef4444' : rate >= 0.6 ? '#22c55e' : rate >= 0.4 ? '#f59e0b' : '#94a3b8',
+                borderRadius: 3,
+                transition: 'width 0.3s',
+            }} />
+        </div>
+    );
+}
+
+function Pct({ v }: { v: number }) {
+    return <span style={{ fontVariantNumeric: 'tabular-nums', fontSize: 12, fontWeight: 600, color: v >= 0.6 ? '#16a34a' : v >= 0.4 ? '#d97706' : '#6b7280' }}>{Math.round(v * 100)}%</span>;
+}
+
+export default function InsightsPanel({ data }: { data: InsightsResult | null }) {
+    if (!data) return (
+        <div style={{ padding: '24px 0', color: 'var(--text-faint)', fontSize: 13, textAlign: 'center' }}>
+            Loading insights…
+        </div>
+    );
+
+    if (!data.has_data) return (
+        <div style={{ padding: '24px 0', color: 'var(--text-faint)', fontSize: 13 }}>
+            Not enough data yet. Submit applications and mark outcomes to unlock insights.
+        </div>
+    );
+
+    return (
+        <div style={{ display: 'flex', flexDirection: 'column', gap: 20 }}>
+            {/* headline numbers */}
+            <div style={{ display: 'grid', gridTemplateColumns: 'repeat(3, 1fr)', gap: 8 }}>
+                {[
+                    { label: 'Total submissions', value: data.total_submissions },
+                    { label: 'Passed screening', value: data.positive_count },
+                    { label: 'Screening rate', value: `${Math.round(data.positive_rate * 100)}%` },
+                ].map(({ label, value }) => (
+                    <div key={label} style={{ border: '1px solid var(--border)', borderRadius: 6, padding: '8px 10px', background: 'var(--surface)' }}>
+                        <div className="label" style={{ marginBottom: 3 }}>{label}</div>
+                        <div style={{ fontSize: 18, fontWeight: 600 }}>{value}</div>
+                    </div>
+                ))}
+            </div>
+
+            {/* operation impact */}
+            {data.operation_impact.length > 0 && (
+                <section>
+                    <div className="label" style={{ marginBottom: 8 }}>Patch operation impact</div>
+                    <div style={{ display: 'flex', flexDirection: 'column', gap: 6 }}>
+                        {data.operation_impact.map(op => (
+                            <div key={op.operation} style={{ display: 'flex', alignItems: 'center', gap: 10 }}>
+                                <span style={{ fontFamily: 'var(--font-mono)', fontSize: 11, width: 140, flexShrink: 0, color: 'var(--text-muted)' }}>
+                                    {op.operation}
+                                </span>
+                                <Bar rate={op.rate} />
+                                <Pct v={op.rate} />
+                                <span style={{ fontSize: 11, color: 'var(--text-faint)', width: 50, textAlign: 'right' }}>
+                                    {op.positive}/{op.total}
+                                </span>
+                            </div>
+                        ))}
+                    </div>
+                    <p style={{ fontSize: 11, color: 'var(--text-faint)', marginTop: 6 }}>
+                        % of accepted patches of this type in submissions that passed screening.
+                    </p>
+                </section>
+            )}
+
+            {/* section impact */}
+            {data.section_impact.length > 0 && (
+                <section>
+                    <div className="label" style={{ marginBottom: 8 }}>CV section impact</div>
+                    <div style={{ display: 'flex', flexDirection: 'column', gap: 6 }}>
+                        {data.section_impact.map(s => (
+                            <div key={s.section} style={{ display: 'flex', alignItems: 'center', gap: 10 }}>
+                                <span style={{ fontFamily: 'var(--font-mono)', fontSize: 11, width: 80, flexShrink: 0, color: 'var(--text-muted)' }}>
+                                    {s.section}
+                                </span>
+                                <Bar rate={s.positive_rate} />
+                                <Pct v={s.positive_rate} />
+                                <span style={{ fontSize: 11, color: 'var(--text-faint)', width: 50, textAlign: 'right' }}>
+                                    {s.count} edits
+                                </span>
+                            </div>
+                        ))}
+                    </div>
+                </section>
+            )}
+
+            {/* keyword signals */}
+            {(data.top_positive_keywords.length > 0 || data.top_negative_keywords.length > 0) && (
+                <section>
+                    <div className="label" style={{ marginBottom: 8 }}>Keyword signals</div>
+                    <div style={{ display: 'grid', gridTemplateColumns: '1fr 1fr', gap: 12 }}>
+                        <div>
+                            <div style={{ fontSize: 11, color: '#16a34a', fontWeight: 600, marginBottom: 6 }}>Positive signals</div>
+                            <div style={{ display: 'flex', flexDirection: 'column', gap: 4 }}>
+                                {data.top_positive_keywords.map(k => (
+                                    <div key={k.keyword} style={{ display: 'flex', justifyContent: 'space-between', alignItems: 'center' }}>
+                                        <span style={{ fontSize: 12, fontFamily: 'var(--font-mono)', color: 'var(--text)' }}>{k.keyword}</span>
+                                        <span style={{ fontSize: 11, color: '#16a34a' }}>+{k.positive_count} ({k.lift}×)</span>
+                                    </div>
+                                ))}
+                            </div>
+                        </div>
+                        <div>
+                            <div style={{ fontSize: 11, color: '#dc2626', fontWeight: 600, marginBottom: 6 }}>Negative signals</div>
+                            <div style={{ display: 'flex', flexDirection: 'column', gap: 4 }}>
+                                {data.top_negative_keywords.length === 0
+                                    ? <span style={{ fontSize: 12, color: 'var(--text-faint)' }}>None yet</span>
+                                    : data.top_negative_keywords.map(k => (
+                                        <div key={k.keyword} style={{ display: 'flex', justifyContent: 'space-between', alignItems: 'center' }}>
+                                            <span style={{ fontSize: 12, fontFamily: 'var(--font-mono)', color: 'var(--text)' }}>{k.keyword}</span>
+                                            <span style={{ fontSize: 11, color: '#dc2626' }}>{k.negative_count}×</span>
+                                        </div>
+                                    ))}
+                            </div>
+                        </div>
+                    </div>
+                    <p style={{ fontSize: 11, color: 'var(--text-faint)', marginTop: 6 }}>
+                        Keywords extracted from accepted AI suggestions, split by outcome.
+                    </p>
+                </section>
+            )}
+        </div>
+    );
+}

apps/webapp/src/libs/api.ts

@@ -1,4 +1,5 @@
 const API = "";
+export const IS_DEMO = process.env.NEXT_PUBLIC_DEMO === 'true';
 
 export type StructuredBlock = {
     path: string;
@@ -51,6 +52,13 @@ export type Suggestion = {
     metadata_json?: { keywords?: string[]; confidence?: number } | null;
 };
 
+export type SubmissionStatus =
+    | 'draft'
+    | 'tailoring'
+    | 'pending_review'
+    | 'published'
+    | 'archived';
+
 export type Submission = {
     id: string;
     version_id: string;
@@ -58,7 +66,7 @@ export type Submission = {
     role_title: string;
     job_url?: string | null;
     job_description?: string | null;
-    status: string;
+    status: SubmissionStatus;
     suggestions: Suggestion[];
     created_at: string;
 };
@@ -72,6 +80,7 @@ export type PublicAsset = {
     version_id?: string | null;
     submission_id?: string | null;
     created_at: string;
+    paperless_share_url?: string | null;
 };
 
 export type PublicAssetAnalytics = {
@@ -80,6 +89,21 @@ export type PublicAssetAnalytics = {
     last_viewed_at?: string | null;
 };
 
+export type OperationImpact = { operation: string; total: number; positive: number; rate: number };
+export type KeywordSignal = { keyword: string; positive_count: number; negative_count: number; lift: number };
+export type SectionImpact = { section: string; positive_rate: number; count: number };
+
+export type InsightsResult = {
+    total_submissions: number;
+    positive_count: number;
+    positive_rate: number;
+    operation_impact: OperationImpact[];
+    top_positive_keywords: KeywordSignal[];
+    top_negative_keywords: KeywordSignal[];
+    section_impact: SectionImpact[];
+    has_data: boolean;
+};
+
 // reads OIDC bearer token from client-readable cookie (set by /api/auth/callback)
 function getAuthHeader(): Record<string, string> {
     if (typeof document === 'undefined') return {};
@@ -159,8 +183,10 @@ export async function createSubmission(
     });
 }
 
-export const fetchSubmissions = (versionId: string): Promise<Submission[]> =>
+export const fetchSubmissions = (versionId?: string): Promise<Submission[]> => {
-    req<Submission[]>(`/api/v1/submissions?version_id=${versionId}`);
+    const query = versionId ? `?version_id=${encodeURIComponent(versionId)}` : '';
+    return req<Submission[]>(`/api/v1/submissions${query}`);
+};
 
 export const fetchSubmission = (id: string): Promise<Submission> =>
     req<Submission>(`/api/v1/submissions/${id}`);
@@ -189,15 +215,38 @@ export async function updateSuggestion(
     });
 }
 
+export async function updateSubmissionStatus(
+    submissionId: string,
+    status: SubmissionStatus,
+): Promise<Submission> {
+    return req<Submission>(`/api/v1/submissions/${submissionId}/status`, {
+        method: 'PATCH',
+        headers: { 'content-type': 'application/json' },
+        body: JSON.stringify({ status }),
+    });
+}
+
 export async function publishVersion(
     versionId?: string | null,
     submissionId?: string | null,
     slug?: string | null,
+    expiresAt?: string | null,
 ): Promise<PublicAsset> {
     return req<PublicAsset>('/api/v1/public/publish', {
         method: 'POST',
         headers: { 'content-type': 'application/json' },
-        body: JSON.stringify({ version_id: versionId ?? null, submission_id: submissionId ?? null, slug: slug ?? null }),
+        body: JSON.stringify({ version_id: versionId ?? null, submission_id: submissionId ?? null, slug: slug ?? null, expires_at: expiresAt ?? null }),
+    });
+}
+
+export async function createShareLink(
+    slug: string,
+    expirationDate?: string | null,
+): Promise<PublicAsset> {
+    return req<PublicAsset>(`/api/v1/public/${encodeURIComponent(slug)}/share-links`, {
+        method: 'POST',
+        headers: { 'content-type': 'application/json' },
+        body: JSON.stringify({ expiration_date: expirationDate ?? null }),
     });
 }
 
@@ -218,6 +267,9 @@ export async function deleteDocument(documentId: string): Promise<void> {
     }
 }
 
+export const fetchInsights = (): Promise<InsightsResult> =>
+    req<InsightsResult>('/api/v1/insights');
+
 export async function deleteVersion(versionId: string): Promise<void> {
     const res = await fetch(`${API}/api/v1/versions/${versionId}`, {
         method: 'DELETE',

apps/webapp/src/middleware.ts

@@ -19,6 +19,7 @@ async function verifySession(token: string): Promise<boolean> {
 
 export async function middleware(req: NextRequest) {
     if (!req.nextUrl.pathname.startsWith('/dashboard')) return NextResponse.next();
+    if (process.env.NEXT_PUBLIC_DEMO === 'true') return NextResponse.next();
     const session = req.cookies.get('session')?.value;
     const oidc = req.cookies.get('oidc_token')?.value;
     if (oidc) return NextResponse.next();

apps/webapp/src/types/cv.ts

@@ -64,6 +64,8 @@ export interface PublicAsset {
   isPublic: boolean;
   expiresAt?: string;
   viewCount: number;
+  url?: string | null;
+  paperlessShareUrl?: string | null;
 }
 
 export interface AISuggestion {

dlib/ai/insights.py

@@ -0,0 +1,189 @@
+from __future__ import annotations
+
+import re
+from collections import Counter, defaultdict
+from dataclasses import dataclass, field
+from typing import Literal
+
+STOPWORDS = frozenset(
+    "a an the and or but in on at to for of with is are was were be been have has"
+    " had do does did this that these those it its i you he she we they their our"
+    " your my his her from by into through about as so if then when where which who"
+    " can will may should would could also just not no more some all any each"
+    " than other up out off over how what new using use used with well per".split()
+)
+
+Outcome = Literal["positive", "negative"]  # positive = pending_review / published
+
+
+@dataclass
+class SuggestionRecord:
+    operation: str
+    target_path: str
+    proposed_text: str | None
+    rationale: str | None
+    accepted: bool | None
+
+
+@dataclass
+class SubmissionRecord:
+    status: str
+    suggestions: list[SuggestionRecord] = field(default_factory=list)
+
+
+@dataclass
+class OperationImpact:
+    operation: str
+    total: int
+    positive: int
+    rate: float
+
+
+@dataclass
+class KeywordSignal:
+    keyword: str
+    positive_count: int
+    negative_count: int
+    lift: float  # positive_count / max(negative_count, 1)
+
+
+@dataclass
+class SectionImpact:
+    section: str
+    positive_rate: float
+    count: int
+
+
+@dataclass
+class InsightsResult:
+    total_submissions: int
+    positive_count: int
+    positive_rate: float
+    operation_impact: list[OperationImpact]
+    top_positive_keywords: list[KeywordSignal]
+    top_negative_keywords: list[KeywordSignal]
+    section_impact: list[SectionImpact]
+    has_data: bool
+
+
+def _outcome(status: str) -> Outcome | None:
+    if status in ("pending_review", "published"):
+        return "positive"
+    if status == "archived":
+        return "negative"
+    return None  # draft / tailoring — not enough signal
+
+
+def _tokens(text: str | None) -> list[str]:
+    if not text:
+        return []
+    return [
+        t for t in re.findall(r"[a-z][a-z0-9+.-]{1,}", text.lower())
+        if t not in STOPWORDS and len(t) > 2
+    ]
+
+
+def _section_prefix(path: str) -> str:
+    """heading[1] -> heading, bullet[3] -> bullet, table[1].0-1 -> table"""
+    return re.match(r"([a-z_]+)", path).group(1) if path else "unknown"
+
+
+def analyze(submissions: list[SubmissionRecord]) -> InsightsResult:
+    labeled = [(s, _outcome(s.status)) for s in submissions]
+    labeled_known = [(s, o) for s, o in labeled if o is not None]
+
+    positive_count = sum(1 for _, o in labeled_known if o == "positive")
+
+    # operation impact: only accepted suggestions in outcome-labeled submissions
+    op_positive: Counter[str] = Counter()
+    op_total: Counter[str] = Counter()
+    for sub, outcome in labeled_known:
+        for sug in sub.suggestions:
+            if sug.accepted is not True:
+                continue
+            op_total[sug.operation] += 1
+            if outcome == "positive":
+                op_positive[sug.operation] += 1
+
+    op_impact = sorted(
+        [
+            OperationImpact(
+                operation=op,
+                total=total,
+                positive=op_positive[op],
+                rate=round(op_positive[op] / total, 3),
+            )
+            for op, total in op_total.items()
+        ],
+        key=lambda x: x.rate,
+        reverse=True,
+    )
+
+    # keyword signals from accepted-suggestion text in outcome-labeled submissions
+    kw_pos: Counter[str] = Counter()
+    kw_neg: Counter[str] = Counter()
+    for sub, outcome in labeled_known:
+        bucket = kw_pos if outcome == "positive" else kw_neg
+        for sug in sub.suggestions:
+            if sug.accepted is not True:
+                continue
+            for t in _tokens(sug.proposed_text) + _tokens(sug.rationale):
+                bucket[t] += 1
+
+    all_kws = set(kw_pos) | set(kw_neg)
+    signals = [
+        KeywordSignal(
+            keyword=kw,
+            positive_count=kw_pos[kw],
+            negative_count=kw_neg[kw],
+            lift=round(kw_pos[kw] / max(kw_neg[kw], 1), 2),
+        )
+        for kw in all_kws
+        if kw_pos[kw] + kw_neg[kw] >= 2  # minimum support
+    ]
+    top_pos_kw = sorted(
+        [s for s in signals if s.positive_count > 0],
+        key=lambda s: (s.lift, s.positive_count),
+        reverse=True,
+    )[:8]
+    top_neg_kw = sorted(
+        [s for s in signals if s.negative_count > 0],
+        key=lambda s: (s.negative_count, -s.lift),
+        reverse=True,
+    )[:8]
+
+    # section impact: group target_path prefix by outcome
+    sec_pos: Counter[str] = Counter()
+    sec_total: Counter[str] = Counter()
+    for sub, outcome in labeled_known:
+        for sug in sub.suggestions:
+            if sug.accepted is not True:
+                continue
+            sec = _section_prefix(sug.target_path)
+            sec_total[sec] += 1
+            if outcome == "positive":
+                sec_pos[sec] += 1
+
+    section_impact = sorted(
+        [
+            SectionImpact(
+                section=sec,
+                positive_rate=round(sec_pos[sec] / total, 3),
+                count=total,
+            )
+            for sec, total in sec_total.items()
+        ],
+        key=lambda s: s.positive_rate,
+        reverse=True,
+    )
+
+    return InsightsResult(
+        total_submissions=len(submissions),
+        positive_count=positive_count,
+        positive_rate=round(positive_count / len(submissions), 3) if submissions else 0.0,
+        operation_impact=op_impact,
+        top_positive_keywords=top_pos_kw,
+        top_negative_keywords=top_neg_kw,
+        section_impact=section_impact,
+        has_data=bool(labeled_known),
+    )

dlib/cv/ats_guard.py

@@ -13,14 +13,9 @@ def validate_patchset(
     document: StructuredDocument,
     patches: Iterable[PatchPayload],
     *,
-    max_changes: int = 12,
     max_growth_ratio: float = 1.45,
 ) -> None:
     patch_list = list(patches)
-    if len(patch_list) > max_changes:
-        raise PatchValidationError(
-            f"Patchset exceeds max changes ({len(patch_list)} > {max_changes})"
-        )
     block_map = {block.path: block for block in document.blocks}
     for patch in patch_list:
         block = block_map.get(patch.target_path)

dlib/integrations/paperless.py

@@ -0,0 +1,88 @@
+from __future__ import annotations
+
+import time
+from datetime import datetime
+from typing import TYPE_CHECKING
+
+import httpx
+
+if TYPE_CHECKING:
+    from app.core.config import Settings
+
+
+class PaperlessClient:
+    def __init__(self, base_url: str, token: str) -> None:
+        self._base = base_url.rstrip("/")
+        self._headers = {"Authorization": f"Token {token}"}
+
+    def _get(self, path: str, **params) -> dict:
+        r = httpx.get(f"{self._base}{path}", headers=self._headers, params=params, timeout=30)
+        r.raise_for_status()
+        return r.json()
+
+    def _post(self, path: str, **kwargs) -> dict:
+        r = httpx.post(f"{self._base}{path}", headers=self._headers, timeout=30, **kwargs)
+        r.raise_for_status()
+        return r.json()
+
+    def _delete(self, path: str) -> None:
+        r = httpx.delete(f"{self._base}{path}", headers=self._headers, timeout=30)
+        r.raise_for_status()
+
+    def upload_document(self, pdf_bytes: bytes, title: str, tags: list[int] | None = None) -> int:
+        """Upload PDF to paperless and return the created document_id (polls until task completes)."""
+        files = {"document": (f"{title}.pdf", pdf_bytes, "application/pdf")}
+        data: dict = {"title": title}
+        if tags:
+            data["tags"] = tags
+        resp = self._post("/api/documents/post_document/", files=files, data=data)
+        task_id = resp if isinstance(resp, str) else resp.get("task_id", resp)
+        return self._poll_task(str(task_id))
+
+    def _poll_task(self, task_id: str, max_wait: int = 60) -> int:
+        delay = 2
+        elapsed = 0
+        while elapsed < max_wait:
+            time.sleep(delay)
+            elapsed += delay
+            result = self._get("/api/tasks/", task_id=task_id)
+            tasks = result if isinstance(result, list) else result.get("results", [])
+            if not tasks:
+                delay = min(delay * 2, 10)
+                continue
+            task = tasks[0]
+            if task.get("status") == "SUCCESS":
+                return int(task["related_document"])
+            if task.get("status") in ("FAILURE", "REVOKED"):
+                raise RuntimeError(f"Paperless task {task_id} failed: {task.get('result')}")
+            delay = min(delay * 2, 10)
+        raise TimeoutError(f"Paperless task {task_id} did not complete within {max_wait}s")
+
+    def create_share_link(
+        self, document_id: int, expiration: datetime | None = None
+    ) -> tuple[int, str]:
+        """Create a share link for document_id. Returns (share_link_id, full share URL)."""
+        payload: dict = {"document": document_id}
+        if expiration:
+            payload["expiration_date"] = expiration.isoformat()
+        resp = self._post("/api/share_links/", json=payload)
+        slug = resp["slug"]
+        link_id = int(resp["id"])
+        return link_id, f"{self._base}/share/{slug}"
+
+    def get_share_links(self, document_id: int) -> list[dict]:
+        return self._get(f"/api/documents/{document_id}/share_links/").get("results", [])
+
+    def delete_share_link(self, share_link_id: int) -> None:
+        self._delete(f"/api/share_links/{share_link_id}/")
+
+    def delete_document(self, document_id: int) -> None:
+        self._delete(f"/api/documents/{document_id}/")
+
+
+def get_paperless_client(settings: "Settings") -> PaperlessClient | None:
+    if not settings.paperless_enabled:
+        return None
+    if not settings.paperless_base_url or not settings.paperless_token:
+        return None
+    return PaperlessClient(settings.paperless_base_url, settings.paperless_token)

scripts/gen_demo_cv.py

@@ -0,0 +1,87 @@
+"""Generate the static demo CV DOCX used by DEMO mode in the webapp."""
+from __future__ import annotations
+
+import sys
+from pathlib import Path
+
+from docx import Document
+from docx.shared import Pt, RGBColor
+from docx.enum.text import WD_ALIGN_PARAGRAPH
+
+
+def add_heading(doc: Document, text: str, level: int = 1) -> None:
+    p = doc.add_heading(text, level=level)
+    p.alignment = WD_ALIGN_PARAGRAPH.LEFT
+
+
+def add_bullet(doc: Document, text: str) -> None:
+    doc.add_paragraph(text, style="List Bullet")
+
+
+def build(path: Path) -> None:
+    doc = Document()
+
+    # Name / contact
+    name_para = doc.add_paragraph()
+    name_para.alignment = WD_ALIGN_PARAGRAPH.CENTER
+    run = name_para.add_run("Alex Rivera")
+    run.bold = True
+    run.font.size = Pt(18)
+
+    contact = doc.add_paragraph()
+    contact.alignment = WD_ALIGN_PARAGRAPH.CENTER
+    contact.add_run("alex.rivera@email.com  ·  linkedin.com/in/alexrivera  ·  github.com/alexrivera")
+
+    doc.add_paragraph()  # spacer
+
+    # Summary
+    add_heading(doc, "Summary", level=2)
+    doc.add_paragraph(
+        "Software engineer with 5 years of experience building distributed systems and "
+        "machine learning pipelines at scale. Strong background in Python, Go, and cloud-native "
+        "architectures. Passionate about developer tooling and open-source contribution."
+    )
+
+    # Experience
+    add_heading(doc, "Experience", level=2)
+
+    add_heading(doc, "Senior Software Engineer — Acme Corp", level=3)
+    doc.add_paragraph("Jan 2022 – Present  ·  San Francisco, CA")
+    add_bullet(doc, "Led migration of monolithic data pipeline to distributed microservices, reducing p99 latency by 40%.")
+    add_bullet(doc, "Designed and shipped an internal feature flag system used by 50+ engineers across 3 teams.")
+    add_bullet(doc, "Mentored 4 junior engineers and ran weekly technical design review sessions.")
+
+    add_heading(doc, "Software Engineer — DataFlow Inc", level=3)
+    doc.add_paragraph("Aug 2019 – Dec 2021  ·  Remote")
+    add_bullet(doc, "Built real-time streaming ingestion system processing 2M events/day using Kafka and Flink.")
+    add_bullet(doc, "Developed Python SDK for internal data platform, adopted by 8 product teams.")
+    add_bullet(doc, "Contributed PyTorch-based anomaly detection model achieving 92% precision on production traffic.")
+
+    # Education
+    add_heading(doc, "Education", level=2)
+    add_heading(doc, "B.S. Computer Science — State University", level=3)
+    doc.add_paragraph("Graduated May 2019  ·  GPA 3.8 / 4.0")
+    add_bullet(doc, "Senior thesis: Efficient approximate nearest-neighbour search for high-dimensional embeddings.")
+
+    # Skills
+    add_heading(doc, "Skills", level=2)
+    skills_para = doc.add_paragraph()
+    skills_para.add_run("Languages: ").bold = True
+    skills_para.add_run("Python, Go, TypeScript, SQL")
+
+    infra_para = doc.add_paragraph()
+    infra_para.add_run("Infrastructure: ").bold = True
+    infra_para.add_run("Kubernetes, AWS, GCP, Terraform, Docker")
+
+    ml_para = doc.add_paragraph()
+    ml_para.add_run("ML / Data: ").bold = True
+    ml_para.add_run("PyTorch, scikit-learn, Spark, Kafka, dbt")
+
+    doc.save(path)
+    print(f"Saved demo CV to {path}")
+
+
+if __name__ == "__main__":
+    out = Path(sys.argv[1]) if len(sys.argv) > 1 else Path("apps/webapp/public/demo-cv.docx")
+    out.parent.mkdir(parents=True, exist_ok=True)
+    build(out)

uv.lock

@@ -2,15 +2,6 @@ version = 1
 revision = 3
 requires-python = ">=3.12"
 
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-name = "absl-py"
-version = "2.4.0"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/64/c7/8de93764ad66968d19329a7e0c147a2bb3c7054c554d4a119111b8f9440f/absl_py-2.4.0.tar.gz", hash = "sha256:8c6af82722b35cf71e0f4d1d47dcaebfff286e27110a99fc359349b247dfb5d4", size = 116543, upload-time = "2026-01-28T10:17:05.322Z" }
-wheels = [
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-]
-
 [[package]]
 name = "alembic"
 version = "1.18.4"
@@ -103,6 +94,46 @@ wheels = [
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 ]
 
+[[package]]
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+version = "0.31.0"
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