What makes p-image-edit notable?

1.5K downloads. Trust evidence available

How should p-image-edit be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

agentCLAWHUBUnverified

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. Skill: p-image-edit Owner: pruna-ai Summary: Use when someone wants to edit an existing photo — change outfits or backgrounds, compose from reference images, or apply prompt-driven edits. Tags: ai:1.0.14, generative:1.0.14, latest:1.0.14, pruna:1.0.14 Version history: v1.0.14 | 2026-09-29T15:33:40.929Z | auto - Version bump to 1.0.14 in metadata. - Removed the file: skill-card.md. - No user-facing functional or docum

OpenClaw

View on ClawHub Homepage

Rank

Safety

Downloads

1.5k

Updated

Oct 10, 2026

Version

1.0.14

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 1.5K downloads reported by the source. Last updated 10/10/2026.

Avoid when

Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor: Clawhubvendor · observed Oct 10, 2026
Protocol compatibility: OpenClawcompatibility · observed Oct 10, 2026
Adoption signal: 1.5K downloadsadoption · observed Oct 10, 2026
Latest release: 1.0.14release · observed Sep 29, 2026
Handshake status: UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s173djpkkm1x4yfzg522h5vfp989mrn5:p-image-edit

Setup complexity is classified as HIGH. You must provision dedicated cloud infrastructure or an isolated VM. Do not run this directly on your local workstation.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-pruna-ai-p-image-edit/snapshot"

Documentation

CLAWHUB

148,557 characters of source documentation, loaded on request.

Extracted files

4 files captured from the source.

SKILL.md

---
name: p-image-edit
description: Use when someone wants to edit an existing photo — change outfits or backgrounds, compose from reference images, or apply prompt-driven edits.
license: MIT
metadata:
  version: "1.0.14"
  package: pruna-skills
  pruna_model: p-image-edit
---

## 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 stat

_meta.json

{
  "ownerId": "kn7cagwf7q3t0cxrgteb7xk0bh81j0eb",
  "slug": "p-image-edit",
  "version": "1.0.14",
  "publishedAt": 1790696020929
}

skill-card.md

## Description:

Guides agents in editing existing photos with Pruna, including background changes, outfit edits, and reference-guided compositions.

This skill is ready for commercial/non-commercial use.

## Publisher:

[pruna-ai](https://clawhub.ai/user/pruna-ai)

### License/Terms of Use:

MIT-0

## Use Case:

Creators and developers use this skill to direct precise edits to existing photos, preserving requested details while changing backgrounds, outfits, or elements sourced from reference images.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: Photos and edit prompts are sent to Pruna's cloud API.

Mitigation: Use only images and prompts you have permission to share; avoid sensitive personal, biometric, confidential, or proprietary material unless you accept Pruna's data handling terms.

Risk: Companion-skill installation examples use unpinned npx commands.

Mitigation: Install companion skills from a trusted source and pin reviewed versions instead of running unpinned examples blindly.

## Reference(s):

- [p-image-edit on ClawHub](https://clawhub.ai/pruna-ai/skills/p-image-edit)

## Skill Output:

**Output Type(s):** [Guidance, Text, Shell commands]

**Output Format:** [Markdown with edit prompts and optional curl examples]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [Guides image uploads and retrieval of edited results through Pruna's API.]

## Skill Version(s):

1.0.14 (source: frontmatter, release metadata)

## Ethical Considerations:

Users should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.

skill.manifest.json

{
  "references": []
}

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