kairyou/agent-tools · capabilities/vision/skills/at-vision/SKILL.md

at-vision skillA

at-vision is agent-read markdown (skill) from kairyou/agent-tools: Inspect screenshots, photos, diagrams, image paths, and image URLs when the task depends on visible content. Use when the prompt lacks actual image content, native inspection fails, or the user requests inspect_image; prefer the MCP tool, then the installed CLI..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add kairyou/agent-tools/at-vision@git:20260813.7ed8abe
Exact content
mdr add kairyou/agent-tools/at-vision@sha256:733212fd2e069d42

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_vu6viiudzwyvb6u5.svg)](https://markdownregistry.com/a/art_vu6viiudzwyvb6u5)

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Versions

versioncommittedcommitsizeaudit
git:20260813.7ed8abe latest2026-08-13 7ed8abe 6,046 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, 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 (6046 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

kairyou/agent-tools · 179 stars · license MIT · pushed 2026-09-18 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_vu6viiudzwyvb6u5
GET https://markdownregistry.com/api/v1/resolve?ref=kairyou/agent-tools/at-vision
GET https://markdownregistry.com/api/v1/blob/733212fd2e069d428b9c6ba093b06810b1acfa0dd92e4cb9bf476d203b543f08

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.