Adopt agents-settings kit, ship Product/SKU scan models, harden auth, verify OCR accuracy
Backend (app-pfm-ocr-v2/backend): - Product/SKU scan feature complete: trained DINOv2 index (118 reference photos, 16 SKU classes) and YOLO classifier (83.3% top-1 val accuracy), fixed scripts/install-pipeline.sh (was missing ultralytics/torch), fully browser-verified end-to-end on /scan-pfm. Mobile m-scan-pfm page cancelled (Flutter app handles mobile; web UI is desktop-only for pipeline testing). - Fixed a real data-loss bug: Save Ground Truth (scan-pfm and the DO-flow's manual-label) was silently writing into the pfm-web-app container's ephemeral filesystem instead of the host, because /sources wasn't bind-mounted in docker-compose.yml. Added the mount, recovered an orphaned entry. - accounts.password is now bcrypt-hashed (bcryptjs, idempotent migration in db/init.ts) instead of plaintext; login route compares hashes. - /api/v1/documents/* (list, PUT, upload) now enforces real 401 auth, matching what the Flutter client already sends. The "classic" routes deliberately stay open — they're dev-only web UI with no login flow and won't exist in production. - OCR accuracy investigated end-to-end: real baseline is 95.10% overall (target met; accuracy_report.md was stale at 75.04%, now flagged). Fixed one genuine parser.ts bug (SO/DO field duplication in the global fallback regex); remaining gaps are OCR/layout-model limitations, not parser bugs. - Adopted a standalone copy of the fhanyuh/agents-settings e/n workflow scoped to backend/ (AGENTS.md Part A/B split, SKILLS.md, plans/, docs/), independent of the root copy which now covers Flutter only. - next-implementation.md deleted; content folded into backend/plans/next-enhancements.md for traceability. Root: - Adopted fhanyuh/agents-settings kit (AGENTS.md, SKILLS.md, plans/, docs/feature-list.md), scoped to the Flutter app only. - Pending documents queue now persists to Hive (lib/core/storage) instead of memory-only, surviving an app kill mid-upload. Removed backend_backup/ (stale Express/Prisma prototype, superseded by pfm-web-app) and the completed plans/next-enhancement-plan.md checklist. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
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