Documents & Data · IN-DEPTH PROFILE

eyeball Skill

Document analysis delivered as a Word file with highlighted source screenshots beside factual claims.

View listed source ↗Installation guide ↓
Best for

Reviewers who need claim-level visual traceability in document analysis

What you get

Extract the complete source + Anchor every claim

Main limitation

Requires Python packages, Chromium, and sometimes Word automation; setup is substantial.

First risk

Selective screenshots create false confidence. A precise crop can omit qualifications elsewhere in the document. Read the full source, include enough context, disclose missing anchors, and review the generated Word file before relying on it.

EVIDENCE FRESHNESS

Three checks, kept separate

A recent source check is not a runtime test or security audit.

Upstream sourceChecked 2026-09-24

Pinned revision · 1f564408

Open pinned commit ↗
SkillSignal profileEditorial metadata

Updated 2026-09-24

Runtime & securityNot independently verified

Source review does not certify behavior or safety.

IN PLAIN ENGLISH

What it does—and when it fits

Eyeball is a GitHub Awesome Copilot document-analysis workflow that extracts a source, writes a Word report, and places highlighted source screenshots beside factual assertions so readers can inspect the cited evidence visually.

This is aimed at Reviewers who need claim-level visual traceability in document analysis. Compare the examples below with your task, then review the limitations, permissions, and risks before installing.

What you get
  • Extract the complete sourceRead the full text and verify actual headings, sections, and page numbers before analysis.
  • Anchor every claimSelect exact, uncommon source phrases and the pages that directly support each point.
  • Build visual evidenceCreate a Word document with dynamically cropped and highlighted screenshots.
What makes it different
  • Makes source verification visible inside the delivered analysis.
  • Requires exact anchors rather than generic topic labels.
Community signalNo attributed third-party rating yet

No verified review text is in the current dataset. Use the linked source for the latest discussion.

Read the source note ↗

INSTALL BY AGENT

Choose your Agent

Paths come from official Agent docs or the universal installer behind skills.sh. Compatibility still follows this Skill's record.

Native

This Skill's current record explicitly names this Agent. Still inspect scripts, permissions, and external dependencies first.

Project install (recommended)
npx skills add github/awesome-copilot --skill eyeball --agent github-copilot
Personal install
npx skills add github/awesome-copilot --skill eyeball --agent github-copilot -g

Project install stays with this repository for team sharing. Personal install adds -g and works across repositories.

View install paths
Project path.agents/skills/eyeball/
Personal path~/.copilot/skills/eyeball/
Official agent docs

Copilot also accepts .github/skills and .claude/skills at project scope. Preview untrusted Skills before enabling scripts.

View path evidence ↗

TYPICAL WORKFLOW

A practical workflow

01

Extract the complete source

Read the full text and verify actual headings, sections, and page numbers before analysis.

02

Anchor every claim

Select exact, uncommon source phrases and the pages that directly support each point.

03

Build visual evidence

Create a Word document with dynamically cropped and highlighted screenshots.

THE TRADEOFFS

Advantages and tradeoffs

Notable strengths

  1. Makes source verification visible inside the delivered analysis.
  2. Requires exact anchors rather than generic topic labels.

Limitations

  1. Requires Python packages, Chromium, and sometimes Word automation; setup is substantial.
  2. A highlighted passage proves the source text exists, not that the analysis or source itself is correct.

COMPARE THE TRADEOFF

Consider these close alternatives

These are deterministic nearby candidates, not paid placements or a universal ranking. Open the full profile before choosing.

01

Same job family · native to GitHub Copilot

brag-sheet

Evidence-backed impact statements reconstructed from work history without invented metrics.
Tradeoff to check
Local logs and repository history cannot capture unrecorded collaboration or business outcomes.
First risk
Sensitive work history aggregation · High
Source state
Pinned · 1f564408
Open brag-sheet profile ↗
02

Same job family · native to GitHub Copilot

daily-focus-board

A browser-based daily focus board with gentle prioritization, progress notes, counters, and local persistence.
Tradeoff to check
Progress lives in browser localStorage and the agent cannot read it back automatically.
First risk
Personal task data persists in the browser · Medium
Source state
Pinned · 1f564408
Open daily-focus-board profile ↗
03

Same job family · native to GitHub Copilot

meeting-minutes

Concise internal meeting records centered on verified decisions, owned actions, due dates, and follow-up.
Tradeoff to check
Designed for internal meetings of 60 minutes or less; long workshops need a different synthesis approach.
First risk
Private conversation redistributed as a formal record · High
Source state
Pinned · 1f564408
Open meeting-minutes profile ↗
Compare more in the directory →

BEST FIT

Who it is for

→

Reviewers who need claim-level visual traceability in document analysis

→

Teams checking contracts, reports, or policies against original pages

BEFORE YOU USE IT

Risks to review before use

High

Selective screenshots create false confidence

A precise crop can omit qualifications elsewhere in the document. Read the full source, include enough context, disclose missing anchors, and review the generated Word file before relying on it.

SECURITY

What the permission profile means

  • Approve dependency installation and browser access separately.
  • Protect generated screenshots and reports at the same level as the source.

Not a security certification. External ratings are attributed references. SkillSignal has not independently executed or security-reviewed this Skill.

COMMON QUESTIONS

eyeball Skill FAQ

What is the eyeball Skill?

Document analysis delivered as a Word file with highlighted source screenshots beside factual claims. Eyeball is a GitHub Awesome Copilot document-analysis workflow that extracts a source, writes a Word report, and places highlighted source screenshots beside factual assertions so readers can inspect the cited evidence visually.

How do I install the eyeball Skill?

Open and review the listed source, choose the project or personal path for your Agent, then verify the first run in a controlled project. Open the pinned commit and read the current SKILL.md.

Is the eyeball Skill safe to use?

SkillSignal checked the source on 2026-09-24, but that is not a runtime test or security certification. Review the “Selective screenshots create false confidence” risk first and begin with the least access required.

INSIDE THE PACKAGE

Indexed files

SKILL.mdUpstream package contentSource-linked
tools/eyeball.pyUpstream package contentSource-linked

TAGS

document-analysisscreenshotstraceability

Original SkillSignal editorial profile grounded in GitHub Awesome Copilot commit d7e4ad98, checked 2026-09-23; not independently executed or security-certified.