image-prompting
Skill20 starsChanged 44 days agoApache-2.0View on GitHub
Use when crafting still-image prompts for any generative model — composition, identity sheets, edits, try-on, and photoreal personas.
2 other projects use a version of this.
Adopted by
Most recently taken up by
- BlockRunAI/blockrun-mcptheir own version, first seen Oct 20, 2026
- SYMBaiEX/skillstheir own version, first seen Jul 10, 2026
Other versions2 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 2
- BlockRunAI/blockrun-mcp★ 389same name
- SYMBaiEX/skills★ 1same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository32 other files it gives its agents.
- AGENTS.mdAGENTS.md
- gemini-3.1-flash-ttsSkill
- music-2.5Skill
- stable-audio-2.5Skill
- whisperxSkill
- audio-promptingSkill
- generation-diversitySkill
- pruna-apiSkill
- video-editingSkill
- video-promptingSkill
- p-image-editSkill
- p-image-ideogramSkill
- p-imageSkill
- p-image-try-onSkill
- p-image-upscaleSkill
- prunaSkill
- p-video-2-pro-referenceSkill
- p-video-2-proSkill
- p-video-2Skill
- p-video-animateSkill
- p-video-avatarSkill
- p-video-editSkill
- p-video-replaceSkill
- p-videoSkill
- avatar-multi-sceneSkill
- avatar-single-sceneSkill
- illustrated-story-reelSkill
- image-to-videoSkill
- interactive-explainerSkill
- music-videoSkill
- narrated-multi-sceneSkill
- visual-transition-reelSkill
The file
We split this skill into the rules it gives an agent
2 rules. About 0 are common, 1 is distinctive, and 1 is very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈1
Distinctive · estimate
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 35
Use a different skill instead:
- Very specific: line 50
Follow generation-diversity first — for p-image-ideogram / p-image / p-image-edit, run still-image prompt flow (brief lock → ritual → draft …
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
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 photo generation 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 (simple quick photos), p-image-ideogram (controlled photo generation — text, JSON, hex/bbox), 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 explicitly wants the fastest, cheapest photo generation — mood boards, bulk panels, or quick iterations — not when controlled photoreal or in-image text is needed. | npx skills add PrunaAI/pruna-skills@p-image -y |
Guide habit
In the first reply, name `image-prompting` in backticks. When aspect, resolution, or media source are open, open intake → generation-diversity clarification intake. For Pruna still calls, cite the reading order: generation-diversity (ritual + still-image prompt flow reference) → golden rules → model-specific reference below.
Before generating
- Follow
generation-diversityfirst — forp-image-ideogram/p-image/p-image-edit, run still-image prompt flow (brief lock → ritual → draft → fidelity check). - Prompt golden rules — positive framing, no banned filler, params outside the prompt string.
- Same character across shots → character-turnaround-sheet.md.
- Edits → p-image-edit-prompting.md.
- Try-on → p-image-try-on-prompting.md.
- Upscale params → p-image-upscale-guidance.md.
- Photoreal personas → realistic-persona-showcase.md · realistic-persona-example-prompt.md.
- Validate with the matching
*-quality-checklist.mdin./references/.
Complex edits and multi-ref composition: see Worked example — three-reference composite in p-image-edit-prompting.md.
Pruna tools
Matching install for every model named above. Pick what you need:
| Skill | Description | Install |
p-image-ideogram | Use when photo generation needs more control — photoreal results, text in the image, or structured JSON with hex colors and bounding boxes. Simpler photo generation, edits, and video use other skills in the suite. | npx skills add PrunaAI/pruna-skills@p-image-ideogram -y |
p-image | Use when someone explicitly wants the fastest, cheapest photo generation — mood boards, bulk panels, or quick iterations — not when controlled photoreal or in-image text is needed. | 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
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