Harden YOLO compatibility preflight
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# Changelog
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## Sprint 25 YOLO compatibility smoke hardening (2026-06-17)
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- Added an explicit `--check-model-load` mode to `scripts/yolo_preflight.py`.
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- The smoke loads only a configured local model file through the YOLO adapter, runs no inference and does not download weights.
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- The CLI rejects `--check-model-load` together with `--assume-dependencies` to avoid false-positive AI readiness.
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- Added tests for successful mocked model-load smoke, load failure reporting and CLI guard behavior.
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- Added the YOLO preflight script to the main readiness gate via Python compile validation.
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- No base dependencies, API contracts, migrations, product features, provider fetching or detection persistence behavior were changed.
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## Sprint 24 demo/export artifact cleanup tooling (2026-06-17)
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- Added `scripts/cleanup_demo_artifacts.py`, a dry-run-first maintenance script for old offline demo export artifacts.
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