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deckhearth/.convoys/tighten-scan-identify-hot-path/brief-3-structured-vision-json.md
varutasu 0b4f419f49
Scanner identify upgrade — Phase 1 hot path (#156) 
* docs(convoy): seed scanner identify upgrade epic and sub-convoys

Baseline scan_attempts telemetry and three-phase plan for faster, more
accurate card identification without touching scanner chrome.

Co-authored-by: Cursor <cursoragent@cursor.com>

* feat(scanner): tighten Layer-1 identify hot path (Phase 1)

Cut verify hold-still gates, OCR collector numbers on Layer 1, request
structured Gemini JSON, and skip automatic L2 refine when L1 opens the
printing picker. Includes convoy UX/architecture briefs and unit tests.

Co-authored-by: Cursor <cursoragent@cursor.com>

---------

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-08-14 20:21:20 -05:00

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convoy brief_number depends_on recommended_model model_tier files
tighten-scan-identify-hot-path 3
composer-2.5-fast fast
lib/scan-vision.js
pages/api/scan/identify.js

Brief 3: Structured Gemini JSON

Goal

Request JSON schema from AI Gateway; fail loud on parse errors.

Acceptance criteria

  • response_format json_schema on gateway call
  • No confidence-30 regex success path
  • identify route returns needsUserInput on parse failure