---
title: "Eyeball - Air Market"
description: "When something summarises a document for you, checking it means going back to the source line by line. This produces a Word document where each factual claim comes with a highlighted screenshot of th…"
canonical: "https://airmarket.ai/app/eyeball"
---

[Air Market](/) / [Research](/category/research) / Eyeball

Skill by [GitHub](/@github)

# Eyeball

See where every claim came from without hunting for it

## What this does

When something summarises a document for you, checking it means going back to the source line by line. This produces a Word document where each factual claim comes with a highlighted screenshot of the place it came from. Reach for it when you need to trust the analysis and want to see for yourself.

### Top 3 things it does for you

- Analyse a document and show me the sources
- Check a claim against the original material myself

## Information

**Eyeball at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [GitHub](/@github) |
| Category | [Research](/category/research) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Size | 34 KB |
| Licence | MIT |
| Repository | [github/awesome-copilot](https://github.com/github/awesome-copilot/tree/90921cc46f4e452ea379e70884d60ec25263f16a/skills/eyeball) |
| GitHub stars | 38,187 (as of Nov 2026) |
| Installs | 69, counted by skills.sh (Nov 2026) |

## Security report

**Verified.** AIR scanned this exact version of Eyeball and recorded 0 findings and 3 flagged items. AIR's verdict: **safe**.

**What Eyeball's check was run against**

|  |  |
| --- | --- |
| Commit | 90921cc46f4e452ea379e70884d60ec25263f16a |
| Content hash | 1605ab3a2d7a395a4c73b38a552a65335af4e49fbc4303948ba11db0bceed443 |
| Files read | [Browse the files at this exact commit](https://github.com/github/awesome-copilot/blob/90921cc46f4e452ea379e70884d60ec25263f16a/skills/eyeball/SKILL.md) |

A scan is named by the exact content it read, not by a version number. A different version is a different artifact, and nothing here applies to a version AIR has not scanned.

[Read the full security report for Eyeball](/security/eyeball)

## About Eyeball

This analyses a document and returns a Word doc in which every factual claim is accompanied by a highlighted screenshot from the source material.

The idea is that you verify what it says with your own eyes, rather than taking the analysis on trust.

## What's inside

- SKILL.md - instructions
- tools/eyeball.py - script

## Questions

### Is Eyeball safe to install?

AIR scanned this exact version of Eyeball and recorded 0 findings and 3 flagged items. AIR's verdict: safe. The verdict is named by the content that was read, at commit 90921cc46f4e, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/eyeball.

### How do I install Eyeball?

Open https://airmarket.ai/app/eyeball on Air Market and use the install action: Air Market hands Claude a prompt naming this exact skill, and Claude sets it up. Source, pinned to the exact commit this listing describes: https://github.com/github/awesome-copilot/tree/90921cc46f4e452ea379e70884d60ec25263f16a/skills/eyeball. Install from that link, not the branch.

## Related on Air Market

- [More Research listings](/category/research)
- [Everything by GitHub](/@github)

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Canonical URL: <https://airmarket.ai/app/eyeball>