domains / families / marketing / honest-review

honest-review

separate

Shared step of the marketing playbooks (make-static-ads, run-organic-social): how to review generated images and video honestly. Covers what was seen by eye versus read automatically, findings framed as things for the human to confirm, remakes only after a yes to the price, and at most two tries per item. Loaded by those playbooks; not for direct use.

When to use

• reviewing generated images
• reviewing generated video
• comparing output against product photos
• comparing output against approved text
• reporting findings for human confirmation
• managing remakes for confirmed defects
• recording human feedback to the engine

When not to use

• direct use
• claiming to watch motion or hear audio
• presenting engine status as review
• calling media ready on automatic reads alone
• unquoted paid edits
• using earlier generated images as reference

Skill page

Source