sn-image-imitate SKILL.md skillA
sn-image-imitate from opensensenova/sensenova-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add opensensenova/sensenova-skills/sn-image-imitate@git:20260430.13d82adPins git:20260430.13d82ad in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- opensensenova/sensenova-skills
- Path
skills/sn-image-imitate/SKILL.md- Versions recorded
- 4
- Latest version
- git:20260430.13d82ad, committed Apr 30, 2026
- First version recorded
- Apr 27, 2026
- Size
- 15,463 bytes
- Repository stars
- 6,031
- License
- MIT
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".
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 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 - Pure neural style transfer without content change (use dedicated style-transfer tools instead) - Local editing / inpainting of specific regions within the reference image - Processing video or animation input (only single static images are supported) - Batch generation from multiple reference images in one invocation - Guaranteeing pixel-level fidelity to the reference; the skill targets layout and style consistency, not exact reproduction ## Input Specification - `reference_image` (string, required): local path or URL of the style reference image …
Read the whole file at its exact version.
How to install
mdr add opensensenova/sensenova-skills/sn-image-imitate@sha256:d3b9d6fa4002b315The line at the top of this page pins the label git:20260430.13d82ad, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_i5wy3tksxw7djygs)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Apr 27, 2026 and Apr 30, 2026, about one every day.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260430.13d82ad latest | 2026-04-30 | 13d82ad | 15,463 B | A | view · diff |
| git:20260427.6d18553 | 2026-04-27 | 6d18553 | 15,167 B | A | view · diff |
| git:20260427.4d0b257 | 2026-04-27 | 4d0b257 | 15,166 B | A | view · diff |
| git:20260427.c27dbe6 | 2026-04-27 | c27dbe6 | 15,384 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (15463 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
opensensenova/sensenova-skills · 6,031 stars · license MIT · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_i5wy3tksxw7djygs GET https://markdownregistry.com/api/v1/resolve?ref=opensensenova/sensenova-skills/sn-image-imitate GET https://markdownregistry.com/api/v1/blob/d3b9d6fa4002b3155d2f84ca9ae5f14788d507b7453f46fb83e51f30fd127df7
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.