AI Creative OS
01Lighting: kill perfect cinematic contrast02Skin: pores beat plastic03Framing: a little awkward crop reads human04Stop forcing cinematic05Spot it: A/B yourself before you publish

Beat AI Slop: Direction Checklist

Your images look fake because you asked for perfect cinematic light, plastic skin, and movie framing. Make them less perfect. Five checks you run on every prompt before you publish.
Want this running for you?Build it step by step inside AI Creative OS, with me in the thread.Get Your First Agent →
01Lighting
Lighting: kill perfect cinematic contrast

Real phone photos rarely have perfect cinematic contrast. If your prompt says cinematic lighting, volumetric rays, rim light, golden hour, the model will paint a movie still.

Direct the actual source:

  • window on the left
  • overhead kitchen LED
  • harsh noon sun
  • one warm lamp

Add mixed color temperature or slight underexposure. Run the checklist on your next prompt and remove every lighting cliché it flags.

The ready-made checklist is in the members pack at the bottom.

02Skin
Skin: pores beat plastic

Most AI skin is too clean. Ask for visible pores, natural texture, slight redness, real specularity.

Ban beauty filter, airbrushed, poreless, doll skin, plastic in the negatives. If you are directing a face, add one unflattering true thing (a crease, a shine on the nose, a stray hair).

Perfect skin is the tell. Run the checklist's skin line before you generate.

03Framing
Framing: a little awkward crop reads human

Centered, full-body, rule-of-thirds-perfect frames look like stock.

Direct a crop a real person would take:

  • head slightly clipped
  • too much floor
  • subject off-center
  • phone tilt

Leave a quiet edge for type, never cover a face. If the shot looks like a poster, recrop in the prompt, not in a later editor.

Want this running for you?Build it step by step inside AI Creative OS, with me in the thread.Get Your First Agent →
04Not a movie
Stop forcing cinematic

The realism trick: look less like a movie still. Delete cinematic, anamorphic, film still, movie lighting, 8k, masterpiece, award winning.

Replace with the camera that would actually be there: iPhone, 50mm at f/2.8, on-camera flash, available light. If it could be a paused Netflix frame, it will not pass as a creator photo.

05QC
Spot it: A/B yourself before you publish

Before the post goes out, sit two frames next to each other: the default AI version and the directed one. Ask: which one looks like a phone photo from this week?

If you cannot tell in two seconds, the directed frame is still slop, rerun the checklist, change one variable, regenerate. Do this on the next three images you were about to post.

That is the 30-minute drill.

🔒 BEAT AI SLOP pack · members
The anti-slop direction checklist

This guide is the full process. The ready-made version lives inside AI Creative OS on Skool, next to every other prompt pack I post.

  • The anti-slop direction checklist to run on every prompt
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