Individual skill
sn-image-imitate
Generates a new image that imitates the style of a reference image while updating content based on user intent. Uses a three-stage pipeline: image annotation (long caption), caption rewriting, and image generation. Use when user asks to "imitate style", "保持这个风格重画", "按这张图风格生成", or "style transfer with new content".
skills/sn-image-imitate/SKILL.md
Source commit 004a2426fa092097d65ac9233ca0bcb2be793f57
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Network or broad shell
- Last checked
- Nov 9, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
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Repository context
- Repository stars (not skill ratings)
- 6,068
- Repository last updated
- Nov 3, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- agent Repository topic
- agent-skills Repository topic
- ai-agents Repository topic
- ai-assistant Repository topic
- data-analysis Repository topic
- document-processing Repository topic
- office-automation Repository topic
- presentation-slides Repository topic
- writing Derived category
Files and excerpt
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Browse files
README.mddoc · 5,864 bytesREADME_CN.mddoc · 5,333 bytesSKILL.mdcore · 15,463 bytesSKILL.mdcore · 15,463 bytesSKILL.mdcore · 15,463 bytesSKILL.mdcore · 15,463 bytesSKILL.mdcore · 15,463 bytesSKILL.mdcore · 15,463 bytesSKILL.mdcore · 15,463 bytesSKILL.mdcore · 15,463 bytesprompts/caption_rewrite.mddoc · 1,239 bytesprompts/image_annotate.mddoc · 3,374 bytesprompts/layout_review.mddoc · 1,196 bytes
Read excerpt
# sn-image-imitate
Image style imitation scene skill (tier 1), relying on the `sn-image-recognize`, `sn-text-optimize`, and `sn-image-generate` tools provided by `sn-image-base` (tier 0).
Features:
- Extracts high-fidelity long caption from a reference image
- Rewrites caption according to user requested content change while preserving style and layout
- Enforces layout-lock constraints during caption rewrite
- Performs post-generation layout consistency review and bounded retries
- Returns structured process artifacts for debugging and reproducibility
## Non-goals
