generation-diversity

Use when writing any generative prompt — ritual seed, explicit structure, scenario axes, and quality gates before paid API calls.

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, 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

0. Clarification intake — generate vs existing assets, colors, narration/VO, music, captions, aspect/resolution (720p/1080p, canvas, MP), structure, approval (unless the user waived or already locked answers).
1. Generation diversity — random seed ritual (SSoT), explicit prompt structure, rotate ≥2 scenario axes per session.
2. Still images (p-image family): still-image-prompt-flow.md — generation flow, edit flow, mood-board rules, hero → edit handoff. Pair with image-prompting golden rules and edit craft.
3. Quality checklists — open outputs and judge pass/fail before the next paid step.
4. 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	Use when someone wants the best-quality short clip from text, images, or audio — polished B-roll, start/end frame animation, or a motion shot with stronger lip-sync. Not for full multi-scene films 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 the highest quality or tight lip-sync.	npx skills add PrunaAI/pruna-skills@p-video -y

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