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fashion-colorize-shell

// Convert apparel sketches into ecommerce-ready colorized shell-jacket renders. Use when users provide garment line art and ask for realistic colorized outputs (especially womens outdoor shell/hardshell), structure-preserving edits, or iterative visual refinements.

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stars:1,933
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updated:March 4, 2026
SKILL.mdreadonly
SKILL.md Frontmatter
namefashion-colorize-shell
descriptionConvert apparel sketches into ecommerce-ready colorized shell-jacket renders. Use when users provide garment line art and ask for realistic colorized outputs (especially womens outdoor shell/hardshell), structure-preserving edits, or iterative visual refinements.

Fashion Colorize Shell

Overview

Generate "line sketch -> realistic product render" outputs for outdoor shell jackets. This skill keeps sketch structure while applying a product-shot style (single garment, front view, white background, realistic hardshell material).

Workflow

  1. Collect inputs:
    • Required: sketch image path
    • Required: brief text (material, color, fit, key design intent)
    • Optional: style reference image path
  2. Run the local script:
    • uv run {baseDir}/scripts/run_colorize.py --sketch "<path>" --brief "<text>" --output-dir "<dir>" [--style-ref "<path>"] [--count 3]
  3. Return generated file paths.
  4. For revisions, keep previous output as style input and add explicit changes in --brief.

Input Guidance

  • Good brief example:
    • 三层压胶硬壳材质，凯乐石薄荷绿，女性剪裁，强调胸前斜插袋和袖口调节。
  • If the user wants "technical flats", do not use this skill's default product-shot look. Ask whether they want a separate technical drawing workflow.

Output Rules

  • Default output is ecommerce-like product render:
    • Single garment
    • Front view
    • White background
    • No model, no scene, no text overlays
  • Preserve key lines from sketch:
    • Hood shape
    • Center-front zipper/placket logic
    • Pocket placement direction
    • Cuff and hem adjustment zones

Fixed Runtime Defaults

  • API base URL: https://models.kapon.cloud
  • Model preference: gemini-3-pro-image-preview-2k (auto-fallback to gemini-3-pro-image-preview if upstream fails)
  • API key is never embedded in this skill. User must provide GEMINI_API_KEY in environment.

Additional Reference