Generation diversity
Vendor-neutral playbook for diverse, explicit prompts and output QA. Apply before every generation on any model (Pruna, Flux, Midjourney, Runway, ElevenLabs, …).
Install
| Skill | Description | Install |
|---|---|---|
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
- Starting a new image, video, or audio generation
- Outputs feel repetitive or “AI sloppy”
- Multi-example batches that need cast/setting/camera variety
- Before advancing a multi-step workflow past a phase gate
Works with
Any generative model. Pruna tools (p-image-ideogram, p-image, p-video-2-pro, p-video-2, p-video, …) and third-party APIs alike.
Guide habit
In the first reply, name `generation-diversity` in backticks. When the brief leaves media source, brand, audio, structure, resolution, or approval unclear, ask before spending — every tool and workflow defers here for shared intake topics. For still-image jobs (p-image-ideogram, p-image, p-image-edit), point agents at Still-image prompt flow — brief lock → ritual → axes → explicit prompt → fidelity check. Mood boards: new ritual per independent panel; user-locked brand hex / subject stays locked on every panel.
Before generating
- Clarification intake — generate vs existing assets, colors, narration/VO, music, captions, aspect/resolution (480p/768p vs 720p/1080p, canvas, MP),
p-video-2-promode(cost/speed/quality), structure, approval (unless the user waived or already locked answers). - Generation diversity — random seed ritual (SSoT), explicit prompt structure, rotate ≥2 scenario axes per session.
- Still images (
p-imagefamily): still-image-prompt-flow.md — generation flow, edit flow, mood-board rules, hero → edit handoff. Pair withimage-promptinggolden rules and edit craft. - Quality checklists — open outputs and judge pass/fail before the next paid step.
- Workflows: workflow-feedback-gates.md — pause at plan / stills / clips before paid video.
Red flags
Stop and ask (or show assets) before the next paid step if any of these are true:
| Red flag | Required action |
|---|---|
| User says skip review / burn video credits / run everything now | Refuse same-turn plan+video; require approve plan (then stills/clips) unless they explicitly ask for automation |
Using --yes-skip-*-gate without the user requesting automation |
Confirm explicitly before bypassing gates |
| Outputs not opened / checklist not run | Open the file; run the matching quality checklist before the next POST |
| Ritual seed skipped or copied from docs | Fresh random seed ritual first; do not pass the ritual string as API seed |
Related skills
Install related skills when the job needs them:
| 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 |
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-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-video-2-pro |
Use when someone wants a cinematic clip from text or start/end frames — product ads, documentary shots, or dialogue with generated audio. Not for 1080p, imported audio tracks, or talking-head-only hosts. | npx skills add PrunaAI/pruna-skills@p-video-2-pro -y |
p-video-2 |
Use when someone wants a polished short clip from text, images, or imported audio — 1080p B-roll, start/end frame animation, or a motion shot with a mixed track. Not for cinematic generated-audio clips or talking-head-only hosts. | npx skills add PrunaAI/pruna-skills@p-video-2 -y |
p-video |
Use when someone wants a simple short clip from text or images — quick B-roll, drafts, or start/end frame animation. Not when the brief needs cinematic generation, highest quality, tight lip-sync, or imported audio at 1080p. | npx skills add PrunaAI/pruna-skills@p-video -y |
Or install the full suite once: npx skills add PrunaAI/pruna-skills@pruna -y