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Bootstrap project and safe work-item workflow

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# E01 — Shared Identity and Inventory
Concept phase: A. Establish the application foundation, stable asset identity,
inventory, duplicate review, and managed thumbnails by extracting proven CLI donor
code wherever possible.
## Stories
1. [US01-01 — Inventory and characterize donor code](stories/US01-01-donor-characterization.md)
2. [US01-02 — Establish application and database foundation](stories/US01-02-app-database-foundation.md)
3. [US01-03 — Discover and reconcile stable assets](stories/US01-03-inventory-identity.md)
4. [US01-04 — Detect and decide duplicates](stories/US01-04-duplicate-engine.md)
5. [US01-05 — Generate and serve managed thumbnails](stories/US01-05-thumbnail-service.md)
6. [US01-06 — Review inventory and duplicates in the browser](stories/US01-06-inventory-review-ui.md)
7. [US01-07 — Automate Phase A end-to-end acceptance](stories/US01-07-phase-a-e2e.md)
## Epic outcome
The system discovers the fixture library without violating path policy, preserves
asset identity across moves, creates explainable duplicate clusters, serves oriented
thumbnails, and persists review decisions through restart.