generation-diversity

name	generation-diversity
description	Use when writing any generative prompt — ritual seed, explicit structure, scenario axes, and quality gates before paid API calls.
license	MIT
metadata	{"version":"1.0.8","package":"pruna-skills"}

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, 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, 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	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-video	Use when someone wants one short video clip from text or images — B-roll, start/end frame animation, or a quick motion shot. Not for full multi-scene films or lip-synced hosts.	npx skills add PrunaAI/pruna-skills@p-video -y

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