From and-humans
Generates a structured matrix of image generation prompts from a single product/subject input. Use this skill whenever the user wants to: generate multiple image prompts for a product, create ad creatives, build a visual campaign, get prompt variations for Midjourney or Flux, test different visual angles for a subject, produce batch prompts for social media images, or says things like "generate image prompts", "create visuals for", "I need ad images", "make a creative matrix", "FO2-style prompts", or "multiple angles on this product/person/concept". Also trigger when the user wants consistent images with variations, or asks about batch image creation. Output is a ready-to-copy prompt set with platform-specific parameters.
How this skill is triggered — by the user, by Claude, or both
Slash command
/and-humans:creative-prompt-matrixThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
A prompt-orchestration skill that turns one product/subject description into a full batch of varied, ready-to-run image generation prompts — structured by perspective dimensions so the outputs feel like a campaign, not random variations.
A prompt-orchestration skill that turns one product/subject description into a full batch of varied, ready-to-run image generation prompts — structured by perspective dimensions so the outputs feel like a campaign, not random variations.
Collect before generating (ask in one compact question if missing):
Each prompt is a combination of one value from each dimension. This is what creates real variation — not just rephrasing the same prompt.
| Dimension | Options |
|---|---|
| Environment | studio white, urban street, nature/forest, home interior, industrial, editorial void, golden hour outdoor |
| Composition | hero shot (centered), lifestyle context, detail/macro, action/motion, flat lay, environmental portrait |
| Lighting | soft diffused, dramatic side-light, backlit/rim, natural golden, harsh direct, low-key dark |
| Emotion/Energy | aspirational, intimate/personal, powerful/bold, playful, serene/minimal, raw/authentic |
| Camera feel | editorial fashion, documentary/candid, commercial clean, fine art, sports/dynamic |
Generate prompts by selecting combinations that make sense together — not all 5×7 permutations, but curated pairings that produce a coherent campaign set.
Always output in three sections:
One establishing prompt that defines the subject clearly. All other prompts should feel like they belong to the same campaign as this one.
[MASTER] <full prompt text>
Numbered list. Each prompt includes:
[env: studio] [comp: hero] [light: soft] [emotion: aspirational]Format:
01. <prompt text> [env: X] [comp: X] [light: X] [emotion: X]
→ MJ: <prompt> --ar 4:5 --v 7 --cref <note if master ref applies>
→ Flux: <prompt> | negative: <negative prompt>
→ fal: <prompt>
Brief guidance on how to maintain visual consistency across the batch:
--cref strategy (use master image URL once generated)Always include in the prompt text:
Avoid:
For products: Lead with the product in context. Don't center the product like a catalog shot unless composition = hero.
For people: Describe physical appearance specifically (hair, build, clothing) — don't rely on names.
Read references/consistency-guide.md for full strategy. Short version:
--cref [URL] in all follow-up prompts. Use --cw 0-100 to control how closely it follows (0 = face only, 100 = full character).flux-dev with fixed seed. Describe character/product in identical language across all prompts.fal-ai/flux/dev with seed parameter locked. Works well with IP-Adapter for face/product consistency.Input: "Träningsskor, sportig kvinna, 25-35 år, energisk varumärkeskänsla"
Output excerpt:
[MASTER] Athletic woman, mid-20s, strong build, wearing white performance running shoes,
dynamic pose on urban street, morning light, editorial sports photography
01. White performance running shoes on feet of athletic woman mid-stride, urban concrete,
morning rim light, motion blur background [env: urban] [comp: action] [light: backlit] [emotion: powerful]
→ MJ: Athletic woman mid-stride white running shoes urban street morning rim light --ar 9:16 --v 7 --style raw
→ Flux: Athletic woman mid-stride, white performance sneakers, urban street, morning backlight, motion | negative: blurry face, deformed feet, extra limbs
See references/platform-params.md for full parameter lists per platform.
Midjourney defaults: --ar 4:5 --v 7 --style raw
Flux (Replicate) defaults: flux-dev model, steps: 28, guidance: 3.5
fal.ai defaults: fal-ai/flux/dev, num_inference_steps: 28
Creates, edits, and optimizes skills for Claude Code, including drafting, evaluating with test prompts, iterating on performance, and improving skill descriptions for better triggering accuracy.
npx claudepluginhub sjobergfredrik/and-humans-skills --plugin and-humans