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Image Prompt

skill-gokulb20-crewm8-social-media-manager-skill-graph-image-prompt · by gokulb20

Write precise AI image generation prompts for Midjourney, DALL-E, and Stable Diffusion/SDXL — with style references, composition guidance, and platform-appropriate aspect ratios.

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Install

$ agentstack add skill-gokulb20-crewm8-social-media-manager-skill-graph-image-prompt

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

Security review passed
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3mo ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

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About

Image Prompt

Write precise, effective AI image generation prompts for any tool (Midjourney, DALL-E, SDXL). Describe visual concepts clearly so the generated image matches the brand's vision and platform requirements.

Purpose

Most AI images look generic because the prompts are generic. "A cool tech image" produces random results. This skill structures prompts with subject, style, composition, lighting, and mood — producing images that look intentional, not accidental.

When to Use

  • Visual plan identified a need for an AI-generated image
  • Creating hero images for blog posts or newsletters
  • Generating backgrounds, textures, or abstract visuals for quote cards
  • Iterating on a visual style until it matches brand aesthetic

Inputs Required

  • Subject (what the image depicts)
  • Style direction (photorealistic, illustration, 3D render, abstract, minimalist)
  • Mood / lighting (bright, moody, warm, cold, dramatic)
  • Color palette (dominant colors or vibe)
  • Target aspect ratio

Quick Reference

| Tool | Prompt Structure | Key Parameters | |------|-----------------|---------------| | Midjourney | [subject] + [style] + [composition] + [lighting] + [mood] --ar [ratio] | --ar 16:9, --style raw, --v 6 | | DALL-E | Natural language, 1-4 sentences | No special syntax; avoid text | | SDXL | [subject], [style], [quality tags], [negatives] | Negative prompt separate |

Procedure

  1. Define the visual:
  • Subject: main focus
  • Action/context: what's happening
  • Style: photorealistic, illustration, 3D render, abstract, minimalist
  • Mood/lighting: bright, moody, warm, cold, dramatic
  • Color palette: dominant colors or vibe
  1. Choose the generation tool:
  • Midjourney: best for artistic, stylized, conceptual visuals
  • DALL-E: best for literal depictions, text in images (but avoid text), precise compositions
  • SDXL: best for photorealism and negative prompting
  1. Write the main prompt:
  • Lead with the subject
  • Add style descriptors ("minimalist tech illustration, flat design, clean lines")
  • Add composition ("centered, plenty of negative space")
  • Add lighting/mood ("warm lighting, morning glow, editorial photography")
  • End with technical parameters (aspect ratio, version, style settings)
  1. Tool-specific notes:
  • Midjourney: include --ar [ratio], use --style raw for literal interpretations, --no text to avoid gibberish
  • DALL-E: natural language, be specific about what you DON'T want
  • SDXL: separate negative prompt for "text, watermark, blurry, low quality, distorted"
  1. Generate 2-3 prompt variations for A/B comparison.

Output Format

# Image Prompt: [Visual Concept Name]

## Visual Description
[Plain-language description]

## Platform & Dimensions
**Platform:** [X / LinkedIn / IG / TikTok / multi-use]
**Aspect ratio:** [16:9 / 4:5 / 1:1 / 9:16]

## Primary Prompt (Midjourney)

[Full Midjourney prompt with parameters]


## DALL-E Prompt

[Natural language DALL-E prompt]


## SDXL Prompt
**Positive:** [SDXL positive prompt + quality tags]
**Negative:** [SDXL negative prompt]

## Style References
- Mood board keywords: [style references]

Done Criteria

The skill is complete when:

  1. Prompt includes subject, style, composition, lighting, and mood
  2. Aspect ratio matches the target platform
  3. Tool-specific syntax is correct (no Midjourney parameters in DALL-E prompts)
  4. 1-2 alternate prompts are provided for comparison
  5. Negative prompt is provided (for SDXL) or "no text" instruction (for Midjourney/DALL-E)

Pitfalls

  • Vague prompts ("a cool tech image") — results will be random
  • Contradictory prompts ("minimalist but also highly detailed and complex")
  • Forgetting aspect ratio (image may come back at wrong dimensions)
  • AI-generated text in images (use --no text or negative prompt)
  • Using copyrighted artist names — stick to style movements and descriptors

Verification

Does the prompt describe exactly what you want? If you handed it to a human illustrator, would they produce what you're imagining? Does the aspect ratio match the platform requirement?

Example

Input: Quote card background for X (16:9). Topic: cold outreach. Mood: professional, warm, editorial. Brand colors: dark gray + orange.

Output (Midjourney):

A minimalist workspace flat lay from above — laptop, coffee cup, notebook with handwritten notes, soft natural window lighting, warm earth tones with orange accents, deep gray background, editorial photography style, negative space around top and bottom for text overlay --ar 16:9 --style raw --v 6 --no text, watermark, people

DALL-E version: "A top-down flat lay photograph of a desk workspace: a laptop, a coffee cup, and a notebook with handwritten notes. Soft natural window lighting, warm earth tones with orange accents against a dark gray background. Minimalist, editorial style. The top and bottom thirds of the image should be empty space suitable for text overlay. No people, no text in the image."

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.