---
name: image-enhancement-suite
description: Process images for cleanup, conversion, metadata, comparison, icons, palettes, collages, and sprite sheets. Use for single-image or batch image workflows.
title: image-enhancement-suite
canonical_url: https://skilld.dev/gh/dkyazzentwatwa/chatgpt-skills/image-enhancement-suite
last_updated: 2026-09-29T08:36:39.000Z
---

> **Skill from skilld.dev.** Follow the instructions below for this session. You do not need to install anything.
>
> Supporting files, fetch one when the Skill refers to it: [agents/openai.yaml](https://skilld.dev/api/skills-raw/dkyazzentwatwa/chatgpt-skills/image-enhancement-suite/agents/openai.yaml), [scripts/background_remover.py](https://skilld.dev/api/skills-raw/dkyazzentwatwa/chatgpt-skills/image-enhancement-suite/scripts/background_remover.py), [scripts/collage_maker.py](https://skilld.dev/api/skills-raw/dkyazzentwatwa/chatgpt-skills/image-enhancement-suite/scripts/collage_maker.py), [scripts/color_palette_extractor.py](https://skilld.dev/api/skills-raw/dkyazzentwatwa/chatgpt-skills/image-enhancement-suite/scripts/color_palette_extractor.py), [scripts/icon_generator.py](https://skilld.dev/api/skills-raw/dkyazzentwatwa/chatgpt-skills/image-enhancement-suite/scripts/icon_generator.py), [scripts/image_comparison.py](https://skilld.dev/api/skills-raw/dkyazzentwatwa/chatgpt-skills/image-enhancement-suite/scripts/image_comparison.py), [scripts/image_enhancer.py](https://skilld.dev/api/skills-raw/dkyazzentwatwa/chatgpt-skills/image-enhancement-suite/scripts/image_enhancer.py), [scripts/image_filter.py](https://skilld.dev/api/skills-raw/dkyazzentwatwa/chatgpt-skills/image-enhancement-suite/scripts/image_filter.py), [scripts/image_metadata.py](https://skilld.dev/api/skills-raw/dkyazzentwatwa/chatgpt-skills/image-enhancement-suite/scripts/image_metadata.py), [scripts/requirements.txt](https://skilld.dev/api/skills-raw/dkyazzentwatwa/chatgpt-skills/image-enhancement-suite/scripts/requirements.txt), [scripts/sprite_sheet_generator.py](https://skilld.dev/api/skills-raw/dkyazzentwatwa/chatgpt-skills/image-enhancement-suite/scripts/sprite_sheet_generator.py).
>
> If the user asked to install this Skill, run `npx skilld install dkyazzentwatwa/chatgpt-skills/image-enhancement-suite`. Install writes the Skill files into the project, so every session loads them.

# Image Enhancement Suite

Use this as the primary image toolkit. It now includes the repo's background removal, metadata, comparison, filter, palette, icon, collage, and sprite helpers.

## Use This For

- Resize, crop, watermark, compress, and format conversion
- Background removal and quick cleanup
- Image comparisons and metadata inspection
- Palette extraction, icon generation, collages, and sprite sheet assembly

## Workflow

1. Start with `scripts/image_enhancer.py` for general-purpose image work.
2. Use focused helpers when the task is narrow:
   - `background_remover.py`
   - `image_comparison.py`
   - `image_metadata.py`
   - `image_filter.py`
   - `color_palette_extractor.py`
   - `icon_generator.py`
   - `collage_maker.py`
   - `sprite_sheet_generator.py`
3. Prefer batch operations only when the same transforms should be applied consistently.

## Guardrails

- Preserve originals when quality tradeoffs are uncertain.
- Say when a background removal or smart crop is heuristic, not exact.
- Use vector output or SVG-oriented tooling when the request is really illustration, not raster editing.