Files
awesome-copilot/plugins/eyeball
Aaron Powell a7fdcd5006 Migrate plugins and canvas extensions to Agent Plugins spec (#2546)
* feat: migrate plugins and extensions to Agent Plugins v1.0.0 spec

- Add \ to all 69 curated plugin manifests
- Migrate all 18 extension manifests: add \, move logo into
  xtensions.com.github.copilot.logo namespace, remove top-level
  logo and string xtensions: '.'
- Update eng/validate-plugins.mjs: require \, validate
  namespace-keyed extensions object for canvas extensions, widen
  name pattern to allow dots (spec §5.5, max 64 chars)
- Update eng/materialize-plugins.mjs: emit spec-clean served manifests
  (only spec fields: \, name, version, description, author,
  homepage, repository, license, keywords, extensions)
- Update eng/generate-website-data.mjs: read logo from namespace
  with fallback to top-level logo for compatibility
- Update eng/create-plugin.mjs: scaffold emits \
- Add .github/workflows/validate-plugins.yml: blocking CI for PRs
  touching plugins/** or extensions/**
- Add spec compliance check to external plugin quality gates:
  non-blocking warnings with /⚠️/🛑 emoji legend
- Update AGENTS.md: document new extension manifest shape,
  add \ to plugin checklist

Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com>
Copilot-Session: 8f3a88cb-e01e-4760-8125-460490dc1a76

* refactor: consolidate canvas extension plugins

- Move all extension plugin manifests from extensions/<name> to plugins/<name>
- Keep extensions/<name> as reusable source only
- Remove standalone extension discovery from marketplace and website plugin catalogs
- Auto-bundle same-name extension sources during materialization
- Add build-only extensions.json references for sharing extensions across plugins
- Remove x-awesome-copilot extension metadata support
- Update validation and contributor documentation

Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com>
Copilot-Session: 8f3a88cb-e01e-4760-8125-460490dc1a76

* feat: add canvas extension scaffolding skill

- Add repo-local skill for creating canvas extension sources
- Generate spec-compliant plugin manifests under plugins/
- Support registering reusable extensions with multiple plugins
- Remove guidance for extension-local plugin manifests and custom fields

Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com>
Copilot-Session: 8f3a88cb-e01e-4760-8125-460490dc1a76

* fix: align extension namespaces with current guidance

- Use each extension ID as its manifest namespace key
- Update validation and website generation to resolve extension-specific namespaces
- Upsert plugin validation PR comments using the existing repository pattern

Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com>
Copilot-Session: 8f3a88cb-e01e-4760-8125-460490dc1a76

* fix: use Copilot extension namespace

- Adopt com.github.copilot for all canvas extension manifests
- Require the namespace during validation and website generation
- Update extension scaffolding guidance

Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com>
Copilot-Session: 8f3a88cb-e01e-4760-8125-460490dc1a76

* docs: regenerate plugin catalog after merge

Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com>
Copilot-Session: 8f3a88cb-e01e-4760-8125-460490dc1a76

* refactor(plugins): move manifests to plugin roots

Use root plugin.json manifests and namespaced extension directories throughout local tooling, validation, generation, and contributor documentation. Restore materialize-plugins.mjs line breaks so the source remains readable in GitHub.

Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com>

Copilot-Session: 8f3a88cb-e01e-4760-8125-460490dc1a76

* feat(plugins): migrate manifests to namespaced composition

Move repository composition metadata under com.github.awesome-copilot, materialize reusable extensions into the plugin extensions directory, and improve contributor and PR validation guidance.

Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com>

Copilot-Session: 8f3a88cb-e01e-4760-8125-460490dc1a76

* fix(validation): address plugin review findings

Restore executable build scripts, validate namespaced manifests and hook directories, improve README item counts, and manage validation comments across reruns.

Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com>

Copilot-Session: 8f3a88cb-e01e-4760-8125-460490dc1a76

* Potential fix for pull request finding

Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>

---------

Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com>
Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
Copilot-Session: 8f3a88cb-e01e-4760-8125-460490dc1a76
2026-08-06 22:29:31 +10:00
..

A tool to help verify AI statements, without (or at least with fewer) context switching pains.

When AI analyzes a document and tells you "Section 10 requires mutual indemnification," how do you know Section 10 actually says that? Eyeball lets you see for yourself.

This is a Copilot CLI plugin that generates document analyses as Word files with inline screenshots of relevant portions from the source material. Every factual claim in the analysis includes a highlighted excerpt from the original document, so you can verify each assertion without switching between files or hunting for the right page.

What it does

You give Copilot a document (Word file, PDF, or web URL) and ask it to analyze something specific. Eyeball reads the source, writes the analysis, and for each claim, captures a screenshot of the relevant section from the original document with the cited text highlighted in yellow. The output is a Word document on your Desktop with analysis text and source screenshots interleaved.

If the analysis says "Section 9.3 allows termination for cause with a 30-day cure period," the screenshot below it shows Section 9.3 from the actual document with that language highlighted. If the screenshot shows something different, the analysis is wrong and you can see it immediately.

Installation

Prerequisites

  • Copilot CLI installed and authenticated
  • Python 3.8 or later
  • One of the following for Word document support (PDFs and web URLs work without these):
    • Microsoft Word (macOS or Windows)
    • LibreOffice (any platform)

Install the plugin

Install via the Copilot CLI plugin system. In a Copilot CLI conversation:

install the eyeball plugin from github/awesome-copilot

Install dependencies

After installing the plugin, install the Python dependencies:

pip install pymupdf pillow python-docx playwright
python -m playwright install chromium

On Windows, also install pywin32 for Word automation:

pip install pywin32

Verify setup

python3 skills/eyeball/tools/eyeball.py setup-check

This shows which source types are supported on your machine.

How to use it

In a Copilot CLI conversation, tell it to use eyeball and what you want analyzed:

use eyeball on ~/Desktop/vendor-agreement.docx -- analyze the indemnification
and liability provisions and flag anything unusual
run eyeball on https://example.com/terms-of-service -- identify the
developer-friendly aspects of these terms
use eyeball to analyze this NDA for non-compete provisions

Eyeball activates, reads the source document, writes the analysis with exact section references, and generates a Word document on your Desktop with source screenshots inline.

What it supports

Source type Requirements
PDF files Python + PyMuPDF (included in setup)
Web pages Python + Playwright + Chromium (included in setup)
Word documents (.docx) Microsoft Word (macOS/Windows) or LibreOffice (any platform). On Windows, pywin32 is also required (included in setup).

How it works

  1. Eyeball reads the full text of the source document
  2. It writes analysis with exact section numbers, page references, and verbatim quotes
  3. For each claim, it searches the rendered source for the cited text
  4. It captures a screenshot of the surrounding region with the cited text highlighted in yellow
  5. It assembles a Word document with analysis paragraphs and screenshots interleaved
  6. The output lands on your Desktop

The screenshots are dynamically sized: if a section of analysis references text that spans a large region, the screenshot expands to cover it. If the referenced text appears on multiple pages, the screenshots are stitched together.

Why screenshots instead of quoted text?

In hallucination-sensitive contexts, sometimes we need to see receipts.

Quoted text is easy to fabricate. A model can generate a plausible-sounding quote that doesn't actually appear in the source, and without checking, you'd never know. Screenshots from the rendered source are harder to fake; they show the actual formatting, layout, and surrounding context of the original document. You can see at a glance whether the highlighted text matches the claim, and the surrounding text provides context that a cherry-picked quote might omit.

Limitations

  • Word document conversion requires Microsoft Word or LibreOffice. Without one of these, you can still use Eyeball with PDFs and web URLs.
  • Text search is string-matching. If the source document uses unusual encoding, ligatures, or non-standard characters, some searches may not match. The skill instructions tell the AI to use verbatim phrases from the extracted text, which handles most cases.
  • Web page rendering depends on Playwright and may not perfectly capture all dynamic content (e.g., content loaded by JavaScript after page load, content behind login walls).
  • Screenshot quality depends on the source formatting. Dense multi-column layouts or very small text may produce less readable screenshots. Increase the DPI setting if needed.

License

MIT