michailbul/image-to-prompt
skills/ai-creatorship/image-to-prompt/SKILL.md
Reverse-engineer any image into a structured text-to-image prompt using the laniameda cinematic formula (Subject → Scene → Composition → Lighting → Style → Quality → Negative). Use when given an image and asked "give me a prompt", "how do I recreate this", or "reverse engineer this".
testing
Updated Apr 19, 2026
$ install --global
skillsauthnpx skillsauth add michailbul/laniameda-skills image-to-promptInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Last scanned: Apr 19, 2026, 4:12 AM4.3s1 file scanned
SKILL.md
- name:
- image-to-prompt
- description:
- >
- version:
- 1.0.0
- status:
- active
- created:
- 2026-02-01
- updated:
- 2026-03-24
- owner:
- Lani
- agents:
- [Lani, Meda, Persey]
- departments:
- [Marketing, Operations]
- purposes:
- [AI Creatorship, Prompt Engineering, Knowledge Base]
- depends_on:
- []
- replaces:
- []
Image → Prompt Skill
Analyze an image and output a structured prompt following the laniameda cinematic prompt formula, ready to paste into any text-to-image model.
Core Formula (non-negotiable)
Subject → Scene → Composition/Camera → Lighting/Color → Style Intent → Quality Constraints → Negative Constraints
Template:
[subject + distinctive attributes], [scene/environment], [composition/camera], [lighting/color mood], [style intent], [quality constraints], [negative constraints]
Trigger Phrases
- "describe this image as a prompt"
- "how do I recreate this"
- "give me a prompt for this image"
- "reverse engineer this image"
- "what's the prompt for this"
- Image sent with intent to replicate
Workflow
- Receive image — analyze using vision
- Extract all visual layers — subject, scene, composition, lighting, style, texture
- Write the prompt — follow the formula above. Be concrete, not vague.
- Output — deliver structured prompt + recommended models
Output Format (strict)
## Image Analysis
**Subject:** [who/what, distinctive attributes, clothing, props]
**Scene:** [location, environment, time of day, weather]
**Composition:** [shot type, angle, framing, lens feel]
**Lighting:** [source, direction, quality, color temperature]
**Style:** [aesthetic references, era, visual mood]
**Texture/Detail:** [materials, surfaces, grain, rendering style]
---
## Reconstructed Prompt
[Full prompt following the formula — copy-paste ready]
---
## Variants
**V1 (composition shift):** `[alternate framing]`
**V2 (lighting shift):** `[alternate lighting]`
**V3 (style shift):** `[alternate style]`
---
## Recommended Models
- Best match: [model name + why]
- Alternatives: [model name + why]
## Negative Constraints
`[no X, no Y, no Z]`
Quality Rules
- Concrete over vague — "golden hour sidelight casting long shadows" not "nice lighting"
- One style direction — don't stack incompatible aesthetics
- Include texture cues — grain, material, render quality anchors output
- State what's NOT wanted — negative constraints stabilize results
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