Generates Word documents where every analysis claim includes a highlighted screenshot from the source document.
npx skills add https://github.com/github/awesome-copilot --skill eyeball
Please help me install this Agent Skill. Skill: eyeball Source: https://github.com/github/awesome-copilot/tree/main/skills/eyeball Command: npx skills add https://github.com/github/awesome-copilot --skill eyeball
Document analysis produced by AI is hard to verify because claims are not tied to visible evidence in the source material. Eyeball solves this by generating a Word document where every factual assertion is paired with an inline screenshot from the source, with the cited text highlighted in yellow so you can verify each claim with your own eyes.
Ask Copilot to use eyeball to analyze a specific document or URL and produce a Word report with highlighted source screenshots on your Desktop.
High-intent search queries and answers about installing and using this skill.
Use Eyeball to generate a Word document where each analysis claim includes an inline screenshot from the source with the cited text highlighted in yellow. You can then visually confirm every assertion against the original material without manually searching the document.
Use PyMuPDF's page.search_for() to locate verbatim phrases, render the surrounding region with get_pixmap, and draw semi-transparent yellow rectangles over matches with Pillow. Eyeball automates this and stitches multi-page results vertically.
Eyeball supports local Word documents (.docx, .doc), PDFs, and RTF files, plus any publicly accessible web URL. Non-PDF files are converted via Microsoft Word or LibreOffice, and web pages are rendered to PDF using Playwright with Chromium.
This happens when the anchor phrases are not verbatim matches found on the target page. Anchors must be exact text from the source, not paraphrases or generic topic labels. Re-run extract-text, pick specific uncommon phrases, and rebuild.
Core dependencies are pymupdf, pillow, and python-docx. Web URL support additionally requires playwright with Chromium installed, and Windows Word automation requires pywin32. Run the setup-check command to verify your environment.
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