Sam clarified that only a subset of generated delivery-truck images worked and asked to remove the others. The agent stopped the active generation run, cleaned up the partial output, and preserved the approved images.
The agent stopped the new generation run and removed the partial folder it had created. It created a clean keeper set with only the 12 images Sam said worked, under /Users/samaguiar/delivery-truck-batch-20260603/keepers-webp. A contact sheet was created in the same keeper folder.
The final response also recorded that no Higgsfield jobs were still running and that current credits were 1936.15; the interrupted generation run had burned some credits before it was stopped.
The session started because the broader generated set included images that should not be kept. The agent interrupted the new generation run rather than allowing more unwanted assets and credit use.
The keeper set was limited to the exact images Sam approved. That avoids letting a larger mixed batch drift into later website or marketing use.
Source session: /Users/samaguiar/.codex/sessions/2026/06/03/rollout-2026-06-03T16-59-53-019e8f49-1c6b-7c13-b2af-c3218cc111f2.jsonl.
Keeper folder: /Users/samaguiar/delivery-truck-batch-20260603/keepers-webp.
Contact sheet: /Users/samaguiar/delivery-truck-batch-20260603/keepers-webp/contact-sheet.jpg.
Source system: local image-generation/Higgsfield workflow.
No live site changes were made. Recovery is local: use only the keeper folder for future image selection. Do not restore the removed partial folder unless Sam specifically asks for forensic review of rejected outputs.
The approved keeper set exists locally. No Higgsfield jobs were reported running at session close.
If these are used on the site, inspect each image at actual size, write page-specific alt text only after visual review, and run visual QA after staging.