Prerequisites

Install and load these skills before generating (skip if already in context via @pruna):

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`
`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`
`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

Follow each skill's Before generating / craft sections — do not restate guide content here.

Agent habit

In the first reply, name `p-image-edit` in backticks, confirm PRUNA_API_KEY, then ask for the source photo (and edit brief). Open intake → generation-diversity clarification intake when needed. Draft edits with Prompt craft (dynamic + faithful). Redirect to p-image-try-on when the job is garment fit from packshots.

Prompt craft (dynamic + faithful)

Edit prompts are surgical and request-locked. Change only what the user asked; keep everything else identical. Diversity applies to how you phrase the change — not to inventing a new scene.

Do	Don't
Formula: `Change [specific thing]. Keep [identity / pose / lighting / background] identical.` (`image-prompting` edit craft)	`Make it better` / mood-only rewrites that ignore the brief
Name every must-keep from the user (face, outfit, pose, background, product)	Drop keep-clauses and hope the model preserves them
Fresh ritual seed from `generation-diversity` before drafting; vary free wording (materials, hex, camera nuance) when the brief allows	Copy this skill’s sample (`soft gradient`) when the user asked for something else
Point at refs when composing: `face from image 1, outfit from image 2`	Vague `combine these images`
Show the edit prompt before `POST` when wording is not locked	Silent edit that changes subject, species, age, or unrequested regions

Fidelity check (before pay): the prompt must still satisfy the user’s change and every stated keep. If a keep is missing, add it. Do not “spice” the background/cast when they asked for a background-only swap.

When NOT to use

Use a different skill instead:

Skill	Description	Install
`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-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`

HTTP (curl)

Upload references

curl -X POST "https://api.pruna.ai/v1/files" \
  -H "apikey: ${PRUNA_API_KEY}" \
  -F "content=@/path/to/reference.png"

Use each response urls.get in input.images.

Create (async — recommended)

curl -X POST 'https://api.pruna.ai/v1/predictions' \
  -H 'Content-Type: application/json' \
  -H "apikey: ${PRUNA_API_KEY}" \
  -H 'Model: p-image-edit' \
  -d '{
    "input": {
      "prompt": "Change background to soft gradient, keep subject identical",
      "images": ["https://api.pruna.ai/v1/files/FILE_ID"],
      "aspect_ratio": "9:16"
    }
  }'

Poll and download: follow pruna-api.

Complete the random seed ritual from generation-diversity before writing prompts — do not pass the ritual string as API seed. Optional seed only when the user requests reproducibility.

Create (sync — quick test only)

curl -X POST 'https://api.pruna.ai/v1/predictions' \
  -H 'Content-Type: application/json' \
  -H "apikey: ${PRUNA_API_KEY}" \
  -H 'Model: p-image-edit' \
  -H 'Try-Sync: true' \
  -d '{
    "input": {
      "prompt": "Change background to soft gradient, keep subject identical",
      "images": ["https://api.pruna.ai/v1/files/FILE_ID"],
      "aspect_ratio": "9:16"
    }
  }'

Edit flow

Follow generation-diversity still-image prompt flow (edit section):

Lock change + keeps — user’s surgical ask; formula in Prompt craft (dynamic + faithful).
Upload refs — POST /v1/files; urls.get → input.images (1–5). Never invent file URLs.
Ritual seed → draft edit prompt (image-prompting edit craft) → fidelity check (every keep clause present).
Confirm — prompt, refs, aspect_ratio, turbo (off for hard edits).
POST — async curl below; checklist before upscale/video.

Aspect ratio: prefer match_input_image for edits; output should keep the plate aspect — if drift occurs, retry with the same ref URL and explicit keep clauses.

Pruna note: avatar pipelines — edit from locked upscaled hero URL; upscale again before p-video* — never pass raw edit URLs to video models.

Not edit: new subject from scratch → p-image. Garment fit from packshots → p-image-try-on.

Multi-reference (up to 5): index refs by role — e.g. three-reference composite: face from image 1, outfit from image 2, cafe from image 3; turbo: false for hard composites. Full pattern in image-prompting p-image-edit-prompting.

Required input

prompt (string)
images (array of 1–5 URLs, typically https://api.pruna.ai/v1/files/{id})

Common optional fields

aspect_ratio: match_input_image, 1:1, 16:9, 9:16, etc.
turbo (boolean, default true; turn off for harder edits)
seed, disable_safety_checker

Typical next steps

Common follow-ons after this skill:

Skill	Description	Install
`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`
`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`
`p-video-edit`	Use when someone wants to edit an existing video with a text instruction — recolor, restyle, remove or add objects, change environment or lighting, update on-screen text, or apply optional reference-guided product and accessory edits. Not for a new clip from scratch or ffmpeg assembly.	`npx skills add PrunaAI/pruna-skills@p-video-edit -y`
`p-video-avatar`	Use when someone wants a person on camera speaking a script — lip-synced host, spokesperson, or narrated avatar from a portrait photo.	`npx skills add PrunaAI/pruna-skills@p-video-avatar -y`
`avatar-multi-scene`	Use when someone wants the same person hosting several clips — multi-segment UGC, comparison reels, or mixed speaking and animated scenes with continuity.	`npx skills add PrunaAI/pruna-skills@avatar-multi-scene -y`
`narrated-multi-scene`	Use when someone wants a multi-part story with voiceover — episodic B-roll, chaptered promo, or several linked video scenes without on-camera dialogue.	`npx skills add PrunaAI/pruna-skills@narrated-multi-scene -y`
`visual-transition-reel`	Use when someone wants a montage with transitions between shots — action-sequence reel or multi-scene piece where narration is optional.	`npx skills add PrunaAI/pruna-skills@visual-transition-reel -y`

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