image-vision SKILL.md skillA
image-vision from microsoft/amplifier-bundle-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add microsoft/amplifier-bundle-skills/image-vision@git:20260830.e465f5ePins git:20260830.e465f5e in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- microsoft/amplifier-bundle-skills
- Path
skills/image-vision/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260830.e465f5e, committed Aug 30, 2026
- First version recorded
- Feb 21, 2026
- Size
- 14,422 bytes
- Repository stars
- 12
- License
- MIT
Analyze images using LLM vision APIs (Anthropic Claude, OpenAI GPT-4, Google Gemini, Azure OpenAI). Use when a task requires understanding image content, describing visual elements, answering questions about images, comparing images, or extracting text from images (OCR). Provides ready-to-use scripts.
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
# Image Vision Analysis ## Overview Analyze images using state-of-the-art LLM vision models. **Use the provided scripts** for most tasks - custom code only needed for advanced scenarios. ## Workflow Decision Tree ### First time using this skill? → Read [`setup.md`](setup.md) for one-time environment and API key setup ### Simple image analysis (most common) → Use "Quick Start" canned scripts below ### Batch processing or multi-turn conversations → Read [`patterns.md`](patterns.md) for advanced patterns ### Something failing? → Check setup.md for troubleshooting ## Quick Start (Use Wrapper Scripts) **ALWAYS use the wrapper scripts** - they handle venv setup automatically: ```bash # Simple analysis (auto-creates venv on first use) ./vision-analyze.sh <provider> <image_path> <prompt> # Robust analysis (auto-fallback if provider times out) ./vision-analyze-robust.sh <image_path> <prompt> [timeout_seconds] ``` **The wrapper scripts automatically:** - Create venv if it doesn't exist - Install required SDKs - Use venv Python (no manual activation needed) - Handle errors gracefully **Example usage:** ```bash # Analyze a UI screenshot (Anthropic Claude) …
Read the whole file at its exact version.
How to install
mdr add microsoft/amplifier-bundle-skills/image-vision@sha256:0029f27b0cb3bf4cThe line at the top of this page pins the label git:20260830.e465f5e, 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_7dyxqtjm2ik3rx5t)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Feb 21, 2026 and Aug 30, 2026, about one every 95 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260830.e465f5e latest | 2026-08-30 | e465f5e | 14,422 B | A | view · diff |
| git:20260623.6dc6e2b | 2026-06-23 | 6dc6e2b | 14,470 B | A | view · diff |
| git:20260221.29bf7a0 | 2026-02-21 | 29bf7a0 | 12,255 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 (14422 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
microsoft/amplifier-bundle-skills · 12 stars · license MIT · pushed 2026-10-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_7dyxqtjm2ik3rx5t GET https://markdownregistry.com/api/v1/resolve?ref=microsoft/amplifier-bundle-skills/image-vision GET https://markdownregistry.com/api/v1/blob/0029f27b0cb3bf4c23db93f1ce8ee54187fb142b14929a0ee601b3045125b844
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.