image-analysis SKILL.md skillA

image-analysis from smart-ai-memory/attune-ai is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add smart-ai-memory/attune-ai/image-analysis@git:20260902.d668714

Pins git:20260902.d668714 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
smart-ai-memory/attune-ai
Path
.agents/skills/image-analysis/SKILL.md
Versions recorded
2
Latest version
git:20260902.d668714, committed Sep 2, 2026
First version recorded
Jun 25, 2026
Size
2,754 bytes
Repository stars
11
License
Apache-2.0

Analyze an image — screenshot, diagram, UI mockup, or chart — with Claude's vision. Triggers on: analyze this image, look at this screenshot, what's in this diagram, read this mockup, describe this picture, analyze image.

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 Analysis

**IMPORTANT: Start your response with a context preamble.**

Call `help_lookup(topic="image-analysis", mode="preamble")` and
display the returned `preamble` text as a blockquote. Then tell the
user they can say "tell me more" for a step-by-step guide, or answer
the scoping question below to proceed.

If the MCP call fails, fall back to:

> **Image Analysis** — Sends an image (screenshot, diagram, UI
> mockup, chart) to Claude's vision model and returns a description
> or answers a question about it. Supports PNG, JPEG, GIF, and WebP.

## Scoping

Before running, ask:

1. **Image path**: "Which image file should I analyze?"
2. **Focus** (optional): "Anything specific to look for, or a general
   description?"

## Execution

### Shared command workspace (preferred)

Open adapter `image-analysis` with the local image path and optional prompt.
The adapter reads the real file, validates repository containment, the 10MB
limit, magic bytes versus extension, dimensions, MIME type, and SHA-256. The
invocation already authorizes this read-only analysis, so the running workspace
has no synthetic confirmation action.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add smart-ai-memory/attune-ai/image-analysis@sha256:f32882e5261c93b8

The line at the top of this page pins the label git:20260902.d668714, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_4a4ambzqukefwczc.svg)](https://markdownregistry.com/a/art_4a4ambzqukefwczc)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 2 versions of this file, between Jun 25, 2026 and Sep 2, 2026, about one every 69 days.

versioncommittedcommitsizeaudit
git:20260902.d668714 latest2026-09-02 d668714 2,754 BA view · diff
git:20260625.7b773122026-06-25 7b77312 1,901 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (2754 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

GitHub

smart-ai-memory/attune-ai · 11 stars · license Apache-2.0 · pushed 2026-11-02 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_4a4ambzqukefwczc
GET https://markdownregistry.com/api/v1/resolve?ref=smart-ai-memory/attune-ai/image-analysis
GET https://markdownregistry.com/api/v1/blob/f32882e5261c93b8136348833f581624c85cbcb813e8dfb53b5e424b8d601a30

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.

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Every file in smart-ai-memory/attune-ai

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