sn-image-base SKILL.md skillA
sn-image-base 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-base@git:20260908.d68776cPins git:20260908.d68776c 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-base/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260908.d68776c, committed Sep 8, 2026
- First version recorded
- Apr 30, 2026
- Size
- 12,976 bytes
- Repository stars
- 6,031
- License
- MIT
Base-layer skill for the SenseNova-Skills project, providing low-level APIs for image generation, recognition (VLM), and text optimization (LLM). This skill does not preprocess inputs; it only calls backend services and returns results. This skill is not user-facing and is intended for upper-layer skills only.
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-base ## Dependency Installation ```bash pip install -r requirements.txt ``` ## Overview `sn-image-base` is the base-layer skill (tier 0) of the SenseNova-Skills project and provides four low-level tools: - `sn-image-generate`: image generation (calls text-to-image-no-enhance API) - `sn-image-edit`: image editing with SenseNova U1.5 Lite (calls `/images/edits`) - `sn-image-recognize`: image recognition (uses VLM to analyze image content) - `sn-text-optimize`: text optimization (uses LLM to process text) This skill **does not perform any input preprocessing** and only calls backend services to return results. ## Tools List ### sn-image-generate Image generation tool that calls the text-to-image-no-enhance API. `--prompt` is required; all other parameters are optional: | Parameter | Type | Default | Description | |------|------|--------|------| | `--prompt` | string | **Required** | Prompt text for image generation | | `--negative-prompt` | string | `""` | Negative prompt | …
Read the whole file at its exact version.
How to install
mdr add opensensenova/sensenova-skills/sn-image-base@sha256:75335ef4ef8ace1cThe line at the top of this page pins the label git:20260908.d68776c, 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_czg6vcct4rykvag7)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Apr 30, 2026 and Sep 8, 2026, about one every 33 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260908.d68776c latest | 2026-09-08 | d68776c | 12,976 B | A | view · diff |
| git:20260820.99fdf94 | 2026-08-20 | 99fdf94 | 12,270 B | A | view · diff |
| git:20260527.8a530e7 | 2026-05-27 | 8a530e7 | 12,091 B | A | view · diff |
| git:20260430.13d82ad | 2026-04-30 | 13d82ad | 11,959 B | A | view · diff |
| git:20260430.a948b7b | 2026-04-30 | a948b7b | 11,907 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 (12976 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_czg6vcct4rykvag7 GET https://markdownregistry.com/api/v1/resolve?ref=opensensenova/sensenova-skills/sn-image-base GET https://markdownregistry.com/api/v1/blob/75335ef4ef8ace1cf7a601828240e1b224094633394b5abd6505feb813d38a37
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.