Image Style Imitation

by OpenSenseNova

Image Style Imitation is an AI Engineering skill for Claude Code, published by OpenSenseNova in SenseNova-Skills.

4.9K stars364 forkson OpenSenseNova/SenseNova-SkillsAdded 2026/08/16Repository updated 2026/08/13

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Install in seconds

Install Image Style Imitation

Copy Image Style Imitation into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/OpenSenseNova/SenseNova-Skills/tree/main/skills/sn-image-imitate ~/.claude/skills/sn-image-imitate

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/OpenSenseNova/SenseNova-Skills.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: skills/sn-image-imitate/SKILL.md in OpenSenseNova/SenseNova-Skills
Installs to: ~/.claude/skills/sn-image-imitate
Collection: One of 25 skills cataloged from this repository
Category: AI Engineering — 2451 skills

What Image Style Imitation does

Image Style Imitation generates a new image that imitates the style of a reference image while updating content based on user intent. Use it when requests ask to imitate style, keep style with new content, or perform style transfer with content changes.

Image Style Imitation is cataloged under AI Engineering on DirSkills. Image Style Imitation comes from a repository tagged agent, agent-skills, ai-agents, ai-assistant and data-analysis.

Documentation

README

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

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Image Style Imitation

What else does OpenSenseNova publish alongside Image Style Imitation?
Image Style Imitation is one of 25 skills that DirSkills catalogs from OpenSenseNova/SenseNova-Skills, the repository it ships in. Its siblings there include Academic Research, China Market Search and Chinese Social Search. Each one is a separate skill with its own page in this directory, installs the same way Image Style Imitation does, and is maintained by OpenSenseNova in that same repository. The rest of the collection is listed on the OpenSenseNova/SenseNova-Skills page.
How does Image Style Imitation compare to other AI Engineering skills?
Image Style Imitation ranks #517 by stars among the 2451 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Image Style Imitation against them. Open each page to compare what they document and how they install.