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Root cause of 'stuck on AE': heavy expression-driven projects take >10min for AE to open, exceeding the scan timeout → job dies → admin UI stuck 'scanning'. Fix: extend the stdlib .aep RIFX parser to collect every Utf8 name (ParseNames), since FIX media placeholders are renamed footage ITEMS (frl_c1m1), not layers, and text are layer names (frl_c1t1) — both are Utf8 chunks. QuickScan now branches on ?mode= (or auto-detects frl_ names) and scaffolds FIX scenes/elements + frd_*color slots directly from the binary. Verified on the real final.aep that timed out in AE: 1 scene, 6 elements, 4 colors in 0.5s vs 10-min AE timeout. Admin 'Quick scan (no AE)' is now the recommended path and passes the project mode. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>