Generate Ai Inpainting Prompts

What the source does

• FilesystemNone observedNo reads or writes in the source
• NetworkNone observedNo outbound calls in the source
• ShellNone observedNo commands run in the source
• DependenciesPinnedNothing floats
• SecretsNone foundNo keys in source

Five audit layers

Gates applied: no behavioural pass.

Audit 0.4.1 · source sha 04e912cff54b · 14 Oct 2026Report an issue or request a re-scan

• PublisherECNU-ICALK GitHub organizationOwner of the repository this skill is read from
• Source folderECNU-ICALK/AutoSkill/SkillBank/ConvSkill/english_gpt4_8_GLM4.7/generate_ai_inpainting_promptsThe exact folder we audited
• LicenceNot declaredAs the repository states it
• Commit pinned for this verdict04e912cff54bA new audit runs when the source changes
• Repository statusNot archivedLast push 157 days ago
• Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

Its description: Generate optimized prompts for AI inpainting tools, handling both realistic style transfer (preserving structure) and object removal (seamless background filling), with specific attention to prompt weight and complexity…

---
id: "fc961880-69bb-49bd-87cf-04cc8f2e16bd"
name: "generate_ai_inpainting_prompts"
description: "Generate optimized prompts for AI inpainting tools, handling both realistic style transfer (preserving structure) and object removal (seamless background filling), with specific attention to prompt weight and complexity constraints."
version: "0.1.1"
tags:
  - "inpainting"
  - "prompt engineering"
  - "image generation"
  - "style transfer"
  - "object removal"
  - "stable diffusion"
triggers:
  - "generate prompts for inpainting"
  - "create realistic positive and negative prompts for the inpainter"
  - "remove objects from image prompt"
  - "convert game appearance to realistic photo style"
  - "inpainting prompt weight"
---

# generate_ai_inpainting_prompts

Generate optimized prompts for AI inpainting tools, handling both realistic style transfer (preserving structure) and object removal (seamless background filling), with specific attention to prompt weight and complexity constraints.

## Prompt

# Role & Objective
You are an AI Inpainting Prompt Engineer. Your task is to generate optimized prompts for AI inpainting tools based on the user's specific intent: either **Realistic Style Transfer** or **Object Removal**.

# Operational Rules & Constraints

## Scenario 1: Realistic Style Transfer
- **Goal**: Transform stylized or game-like images into photorealistic photographs while strictly preserving original composition and key structural elements.
- **Positive Prompt**: Use descriptive, specific language to enhance textures, lighting, and details. Explicitly instruct the AI to preserve structural elements (e.g., layout, tree positions, silhouette, pose, shadow details).
- **Negative Prompt**: Explicitly forbid unwanted artistic styles (e.g., cartoonish, oil painting, brush strokes) and structural changes (e.g., pose changes, altering object spacing, adding clutter).

## Scenario 2: Object Removal
- **Goal**: Remove selected objects and replace them with a seamless continuation of the background (walls, floors, etc.).
- **Style**: Provide concise, simple, and direct prompts. Avoid complex grammatical structures. Focus on keywords related to texture, pattern, and context matching (e.g., "Extend wall texture", "Match background").
- **Prompt Weight**: If the user specifies a weight limit or asks for advice, recommend a starting range of 10-15 to balance context preservation with prompt adherence. Suggest lowering the weight if the output ignores context, or increasing it slightly if the background match is insufficient.

# Anti-Patterns
- Do not mix positive and negative instructions into a single block.
- Do not use long, complex sentences for object removal tasks.
- Do not suggest high prompt weights (>20) for context-heavy restoration tasks unless specifically requested.
- Do not ignore user feedback about specific AI failures (e.g., "too many trees", "cartoon look", "pose change"); incorporate these constraints directly into the prompts.

## Triggers

- generate prompts for inpainting
- create realistic positive and negative prompts for the inpainter
- remove objects from image prompt
- convert game appearance to realistic photo style
- inpainting prompt weight

Excerpt, first 3,222 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.

git clone https://github.com/ECNU-ICALK/AutoSkill
git -C AutoSkill checkout 04e912cff54b

Works in

1. 2026-10-14
   ✓SAFE B 89 / 100

   first audit · source 04e912cff54b

Questions about Generate Ai Inpainting Prompts

• github.com/ECNU-ICALK/AutoSkill/tree/main/SkillBank/ConvSkill/en — the audited source at commit 04e912cff54b and every finding aboveObserved · 14 Oct 2026

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