vision-skills SKILL.md skillA
vision-skills from anionex/agent-vision-toolkit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add anionex/agent-vision-toolkit/vision-skills@git:20261002.888e689Pins git:20261002.888e689 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- anionex/agent-vision-toolkit
- Path
skills/vision-skills/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261002.888e689, committed Oct 2, 2026
- First version recorded
- Aug 18, 2026
- Size
- 16,287 bytes
- Repository stars
- 1,243
- License
- MIT
Local vision CLIs: glance (describe/ask/OCR an image), ground (locate a target, pixel box), detect (element inventory), trace (image to SVG geometry), crop (cut a pixel box to a file), and scripts/html_shot.py (HTML file to image). Use for any task involving an image — questions, text, splitting and transcribing long screenshots or chat histories, locating elements, comparing, rebuilding as HTML/SVG, digitizing a sketch or diagram, reading values off a chart, operating a GUI from screenshots —…
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
# vision-skills Five local CLIs that give a text-only agent eyes. They read one shared vision config (`VISION_API_KEY` / `VISION_BASE_URL` / `VISION_MODEL` / `LANG`), plus the optional Python-client settings `VISION_API_PROTOCOL`, `VISION_REASONING_EFFORT`, and `VISION_USER_AGENT` — no extra credentials. Pick the tool by the question you are answering: | Question | Tool | |---|---| | "What does this image show / say?" | `glance` | | "Where is X?" — a thing you can name | `ground` | | "Where are all the Xs?" — every instance of a kind | `detect` | | "What is its exact shape, size, offset?" | `trace` | | "Cut this box out as its own image file" | `crop` | | "OCR this long screenshot / scrolling page / chat history" | `scripts/long_screenshot_ocr.py` | | "Extract the icon/logo foreground as transparent PNG — manual region or auto (cropped+scaled screenshots)" | `scripts/extract_fg.py` | | "Turn this HTML file into a viewport or full-page screenshot" | `scripts/html_shot.py` | | "Which colours dominate a region, and which palette value fits it?" | `scripts/dominant_colors.py` | …
Read the whole file at its exact version.
How to install
mdr add anionex/agent-vision-toolkit/vision-skills@sha256:e8e1ebba1d4fb941The line at the top of this page pins the label git:20261002.888e689, 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_75gd7cjweltu3n3i)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Aug 18, 2026 and Oct 2, 2026, about one every 45 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261002.888e689 latest | 2026-10-02 | 888e689 | 16,287 B | A | view · diff |
| git:20260818.025eeac | 2026-08-18 | 025eeac | 15,849 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 (16287 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
anionex/agent-vision-toolkit · 1,243 stars · license MIT · pushed 2026-10-13 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_75gd7cjweltu3n3i GET https://markdownregistry.com/api/v1/resolve?ref=anionex/agent-vision-toolkit/vision-skills GET https://markdownregistry.com/api/v1/blob/e8e1ebba1d4fb9419fdfd65890f3080a721a99f048d8fd8e100d2ddbe74c3292
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.