eyeball SKILL.md skillA

eyeball from github/awesome-copilot is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add github/awesome-copilot/eyeball@git:20260430.e455029

Pins git:20260430.e455029 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
github/awesome-copilot
Path
skills/eyeball/SKILL.md
Versions recorded
1
Latest version
git:20260430.e455029, committed Apr 30, 2026
Size
6,547 bytes
Repository stars
40,941
License
MIT

Document analysis with inline source screenshots. When you ask Copilot to analyze a document, Eyeball generates a Word doc where every factual claim includes a highlighted screenshot from the source material so you can verify it with your own eyes.

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

# Eyeball

Analyze documents with visual proof. When activated, Eyeball produces a Word document on the user's Desktop where every factual assertion includes an inline screenshot from the source material with the cited text highlighted in yellow.

## Activation

When the user invokes this skill (e.g., "use eyeball", "run eyeball on this", "eyeball this document"), respond with:

> **Eyeball is active.** I'll analyze the document and produce a Word doc with inline source screenshots so you can verify every claim with your own eyes.

Then follow the workflow below.

## Supported Sources

- **Local files:** Word documents (.docx, .doc), PDFs (.pdf), RTF files
- **Web URLs:** Any publicly accessible web page

## Tool Location

The Eyeball Python utility is located at:
```
<plugin_dir>/skills/eyeball/tools/eyeball.py
```

To find the actual path, run:
```bash
find ~/.copilot/installed-plugins -name "eyeball.py" -path "*/eyeball/*" 2>/dev/null
```

If not found there, check the project directory or the user's home directory for the eyeball repo.

## First-Run Setup

Before first use, check that dependencies are installed:

```bash
python3 <path-to>/eyeball.py setup-check
```
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add github/awesome-copilot/eyeball@sha256:4f9d6460e4a68ef7

The line at the top of this page pins the label git:20260430.e455029, 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_qgbbh6tfcpev5sg6.svg)](https://markdownregistry.com/a/art_qgbbh6tfcpev5sg6)

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

Versions

The registry has recorded 1 version of this file, committed on Apr 30, 2026.

versioncommittedcommitsizeaudit
git:20260430.e455029 latest2026-04-30 e455029 6,547 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 (6547 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

github/awesome-copilot · 40,941 stars · license MIT · pushed 2026-11-09 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_qgbbh6tfcpev5sg6
GET https://markdownregistry.com/api/v1/resolve?ref=github/awesome-copilot/eyeball
GET https://markdownregistry.com/api/v1/blob/4f9d6460e4a68ef7cea70f2a4515a1ee66b36e698f1d3394b2980f84e501f3e3

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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