Image Prompting

Image prompting

Vendor-neutral craft for still-image generation and editing. Works with Pruna p-image family, Flux, Midjourney, Ideogram, Stable Diffusion, and similar APIs.

Install

| Skill | Description | Install | | --- | --- | --- | | image-prompting | Use when crafting still-image prompts for any generative model — composition, identity sheets, edits, try-on, and photoreal personas. | npx skills add PrunaAI/pruna-skills@image-prompting -y | | generation-diversity | Use when writing any generative prompt — ritual seed, explicit structure, scenario axes, and quality gates before paid API calls. | npx skills add PrunaAI/pruna-skills@generation-diversity -y |

When to use

• Writing text-to-image prompts
• Building character identity / turnaround sheets
• Surgical edits (change/keep discipline)
• Virtual try-on garment prompts
• Photoreal or stylized persona plates for avatars

Works with

Pruna p-image / p-image-edit / p-image-try-on / p-image-upscale, Flux, Midjourney, Ideogram, SDXL, and other still models.

When NOT to use

Use a different skill instead:

| Skill | Description | Install | | --- | --- | --- | | video-prompting | Use when crafting video or motion prompts for any generative model — dramaturgy, camera, physics-safe motion, frame anchors, and clip chaining. | npx skills add PrunaAI/pruna-skills@video-prompting -y | | audio-prompting | Use when crafting TTS, music, or bed prompts for any generative audio model — director style, song structure, and post-production layering. | npx skills add PrunaAI/pruna-skills@audio-prompting -y | | pruna-api | Use before any Pruna or Replicate HTTP call — credentials, upload/poll/download, parallel batches, and agent safety. | npx skills add PrunaAI/pruna-skills@pruna-api -y | | p-image | Use when someone wants a fast AI image — product shots, hero visuals, mood boards, or draft photos from a text prompt. | npx skills add PrunaAI/pruna-skills@p-image -y |

Guide habit

In the first reply, name ` image-prompting in backticks. For Pruna still calls, cite the reading order: generation-diversity` (ritual + still-image prompt flow reference) → golden rules → model-specific reference below.

Before generating

1. Follow generation-diversity first — for p-image / p-image-edit, run still-image prompt flow (brief lock → ritual → draft → fidelity check).
2. [Prompt golden rules](./references/prompt-golden-rules.md) — positive framing, no banned filler, params outside the prompt string.
3. Same character across shots → [character-turnaround-sheet.md](./references/character-turnaround-sheet.md).
4. Edits → [p-image-edit-prompting.md](./references/p-image-edit-prompting.md).
5. Try-on → [p-image-try-on-prompting.md](./references/p-image-try-on-prompting.md).
6. Upscale params → [p-image-upscale-guidance.md](./references/p-image-upscale-guidance.md).
7. Photoreal personas → [realistic-persona-showcase.md](./references/realistic-persona-showcase.md) · [realistic-persona-example-prompt.md](./references/realistic-persona-example-prompt.md).
8. Validate with the matching *-quality-checklist.md in ./references/.

Complex edits and multi-ref composition: see Worked example — three-reference composite in [p-image-edit-prompting.md](./references/p-image-edit-prompting.md).

Pruna tools

Matching install for every model named above. Pick what you need:

| Skill | Description | Install | | --- | --- | --- | | p-image | Use when someone wants a fast AI image — product shots, hero visuals, mood boards, or draft photos from a text prompt. | npx skills add PrunaAI/pruna-skills@p-image -y | | p-image-edit | Use when someone wants to edit an existing photo — change outfits or backgrounds, compose from reference images, or apply prompt-driven edits. | npx skills add PrunaAI/pruna-skills@p-image-edit -y | | p-image-try-on | Use when someone wants virtual try-on — dress a person in clothes from reference photos for fashion or ecommerce. | npx skills add PrunaAI/pruna-skills@p-image-try-on -y | | p-image-upscale | Use when someone wants to upscale or sharpen an existing image for print, large crops, or higher-quality delivery. | npx skills add PrunaAI/pruna-skills@p-image-upscale -y | | pruna-api | Use before any Pruna or Replicate HTTP call — credentials, upload/poll/download, parallel batches, and agent safety. | npx skills add PrunaAI/pruna-skills@pruna-api -y |

Or install the full suite once: npx skills add PrunaAI/pruna-skills@pruna -y

Source & license

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

• Author: PrunaAI
• Source: PrunaAI/pruna-skills
• License: Apache-2.0
• Homepage: https://dashboard.pruna.ai

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