---
description: 'Reusable prompt pattern for AI video/image generation that suppresses
  the AI aesthetic via two mandatory append blocks: a Realism Booster and an Anti-AI
  Constraints block. Validated with a pass/fail checklist; text overlays deferred
  to post-production (CapCut).'
kind: procedure
name: kukuhaldy-nano-structure-anti-ai-prompts
---

## Kukuhaldy Nano Structure — Anti-AI Prompt Pattern

**Trigger:** Use whenever generating AI video or image (Veo Omni, Kling, Runway, Midjourney, etc.) and photorealism is required — e.g. travel ads, documentary-style content, social creatives.

---

### Inputs / Pre-conditions
- Base scene prompt drafted (subject, location, mood, camera move)
- AI tool with video or image generation access (confirmed: Veo Omni)
- Post-production tool available for text overlays (CapCut)

---

### Steps

1. **Write base prompt** — describe subject, action, location, camera style (e.g. handheld, drone), lighting, duration, aspect ratio.
2. **Append Realism Booster block** to every prompt:
   ```
   Photorealistic, documentary travel photography, natural skin texture with visible pores, slight imperfections, real candid moment, not studio perfect, no plastic skin, no beauty filter, no CGI look, no oversharpening, natural color grading, subtle film grain, authentic atmosphere, shot on Sony A7IV documentary style.
   ```
3. **Append Anti-AI Constraints block** (critical — never omit):
   ```
   CRITICAL: Keep all faces natural and unretouched. No perfect symmetry. No porcelain skin. No fake smile. No warped hands. No extra fingers. No distorted eyes. No invented logos or unreadable text. No watermark. No stock-photo feel. No cinematic fake HDR. Must look like real footage taken by a traveler or local photographer.
   ```
4. **Omit all text overlay instructions** from the AI prompt — do not ask the model to render on-screen text.
5. **Generate** and run the output through the pass/fail checklist:
   - [ ] Skin has texture/pores — not porcelain
   - [ ] Smile is natural — not toothpaste-ad
   - [ ] Hands and fingers are anatomically normal
   - [ ] Background feels real — no unreal HDR
   - [ ] No AI-invented text visible in frame
   - [ ] Feels candid — not stock footage
6. **Regenerate** if 2 or more checklist items fail.
7. **Add text overlays in CapCut** post-production with timestamps (e.g. `detik: 0`, `detik: 4`), not via the generative model.

---

### Failure Modes
- Porcelain / plastic skin → Realism Booster block missing or truncated.
- Warped hands / extra fingers → Anti-AI Constraints block omitted.
- AI-rendered unreadable text in frame → text overlay requested inside the prompt; move to CapCut.
- Over-polished, stock-photo feel → base prompt uses marketing adjectives ("stunning", "perfect"); replace with candid/documentary language.

---

derived_from:: [[memory/2026-07-26/svaha-fb-ads-creative-production.md]]