Local AI Local AI Foundations

Prompting for Photoreal and Art

Write prompts and negative prompts that actually work

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Anatomy of a good prompt

A strong prompt has layers:

Subject → Style → Lighting → Camera → Quality

Example:

a red fox sitting in a meadow at golden hour, oil painting style, warm side lighting, 85mm lens, highly detailed, 8k

Negative prompts

Tell the model what to avoid:

blurry, low quality, deformed hands, extra fingers, watermark, text

Before and after

Weak:

a cat

Strong:

a fluffy orange tabby cat sitting on a windowsill, soft morning light, shallow depth of field, photorealistic, 4k

Prompting tips

  • Start simple, add one modifier at a time
  • Place the most important words near the start
  • Use commas to separate concepts
  • Mention quality tags last:
masterpiece, best quality, highly detailed

Save presets

Store working prompts in a text file. Reuse them as starting points and iterate faster.

Working out which model to run this on? See The Codex. Packaging it as a reusable skill? See The Armory.