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OpenSourceSam
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image-analysis

Analyzes game art and screenshots for quality and consistency with defined standards.

Updated Dec 15, 2025
Search Tags:#image analysis#pixel art#style consistency#sprite validation#screenshot review#game asset quality
One-click install
npx skills add https://github.com/OpenSourceSam/v2_heras_garden --skill image-analysis-opensourcesam
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: image-analysis
Source: https://github.com/OpenSourceSam/v2_heras_garden/tree/main/.claude/skills/image-analysis
Command: npx skills add https://github.com/OpenSourceSam/v2_heras_garden --skill image-analysis-opensourcesam

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the tedious and time-consuming process of visually inspecting game assets like sprites and screenshots, ensuring they meet quality standards and stylistic guidelines.

Core Features & Use Cases

  • Sprite Quality Assessment: Evaluate individual sprites for issues like transparency, silhouette, proportions, and color palette.
  • Screenshot Analysis: Review in-game screenshots for visual bugs, tiling issues, and overall aesthetic coherence.
  • Style Consistency Check: Compare assets against established style guides (e.g., Harvest Moon SNES) to ensure thematic alignment.
  • Use Case: After generating a new NPC sprite, use this Skill to automatically check if its transparency is clean, its silhouette is strong, and its colors fit the game's Mediterranean theme before it's integrated into the game.

Quick Start

Use the image-analysis skill to analyze the sprite located at assets/sprites/placeholders/calming_draught_potion.png.

Frequently Asked Questions about image-analysis

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate sprite validation for pixel art game assets?▼

Automate sprite validation by using this Skill to visually inspect pixel art game assets against predefined style guides, evaluating transparency, silhouette, proportions, and color palettes to ensure quality and thematic consistency.

What is the best way to check style consistency across generated game sprites?▼

Checking style consistency involves comparing generated sprites against established style guides like Harvest Moon SNES to verify color palettes and overall aesthetic alignment with the game's thematic requirements.

How do I review in-game screenshots for visual bugs and tiling issues?▼

Review in-game screenshots by running them through the image analysis process to detect visual bugs, tiling issues, and overall aesthetic coherence before integrating assets into playtesting workflows.

Can I integrate image analysis into an existing image generation pipeline?▼

Yes, you can integrate image analysis into image generation pipelines to automatically assess asset quality and consistency immediately after generation, ensuring sprites meet technical specifications before integration.

Does this screenshot review process support assets for non-pixel art games?▼

The screenshot review process is specifically tailored for pixel art games, analyzing detailed transparency, proportions, and color palettes against pixel art style guides to ensure aesthetic alignment.

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