feat(carwash): review outbox, booth side — plate-blurred vehicle crop + the operator's choice, queued for a trusted remote reviewer
The operator's category choice is a hypothesis, not truth (user, 2026-09-06): each wash order with a vehicle read queues a package for a trusted reviewer over the private overlay (Netbird); the verdict becomes the phase-B training label and the per-operator error rate. wiki/concepts/vision-review-outbox.md. - Boxes: the vision service returns the vehicle bbox; snapshot.ts stores the vehicle and plate boxes on the read as FRACTIONS of the analysed frame (the stored snapshot is a downscaled copy); vehicleForIdentity() returns them. - carwash_review_outbox (migration 0031) + review-outbox.ts: crop = detector box + 8 % margin, ≤ 640 px, plate blurred in place from the plate box; payload carries a pseudonymous booth id and a keyed operator hash — no site name, no plate, no OSD, no bystanders; multipart POST with a per-booth bearer; 2xx → sent (image dropped); 400/404/413/415/422 → abandoned; anything else → backoff 1 min·2^n capped 6 h; voided orders and items older than 14 days abandoned unsent. Nothing queued while unconfigured. - Enqueue is fire-and-forget off the intake path in createOrder; the loop runs every CARWASH_REVIEW_INTERVAL_SEC (60) and stops on close. - GET /api/carwash/review/status (site:read) + a "Remote review" line in Setup → Car wash. - Env CARWASH_REVIEW_URL / _TOKEN / _BOOTH_ID (all three or off) documented in .env.example and forwarded by compose. - Tests: review-outbox.test.ts (crop + blur on a synthetic frame, config/pseudonyms, queue/drain/backoff/abandon, through the app). Wiki: new concept page, index, venue-modules As built, log. The collector is not built. Claude-Session: https://claude.ai/code/session_01FWncR69HgGPuei1dLrW3cU
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@@ -196,6 +196,10 @@ onto the site's own categories ("car, sedan, hatchback → Vetura").
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dataset builds itself on park-2. Until then a Vetura/SUV list sees every car as Vetura and no
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downgrade fires; van/truck/bus/motorcycle do separate. Reports (discrepancies per operator per
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shift) wait for the first real reads.
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- **The operator's label is a hypothesis (user, 2026-09-06)** — the training label is a trusted
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remote reviewer's. Booth side built: [[vision-review-outbox]] (crop + blurred plate + choice,
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queued off the intake path, drained one-way over Netbird, no site identity leaves). The
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collector is the open half.
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## Car Wash — the pilot module (settled 2026-09-05)
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