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10 document processing skills. Trigger: extracting text from PDFs, parsing references, document Q&A. Design: parsing pipelines (GROBID, marker) and structured extraction tools.
Passed 16 of 19 test cases with the skill, and 4 of 19 without it.
and 12 more in the full report
15 fixed4 passed either way2 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 15 test cases the skill fixed. Same model, same prompt, with and without the skill.
Provide the exact relative file path to the skill for chapter-by-chapter long document analysis.
| Checked | Without skill | With skill |
|---|---|---|
| Specifies the path ./large-document-reader/SKILL.md. | Missed | Passed |
The instructions your model reads when the skill loads.
Select the skill matching the user's need, then read its SKILL.md.
| Skill | Description |
|---|---|
| anystyle-api | Citation reference parser using machine learning |
| docsgpt-guide | Deploy DocsGPT for private document analysis and research knowledge bases |
| grobid-pdf-parsing | Extract structured text, metadata, and references from academic PDFs |
| large-document-reader | Split and read long documents chapter-by-chapter for structured analysis |
| markdown-academic-guide | Write academic papers in Markdown with Pandoc for multi-format output |
| paper-parse-guide | Deep dual-mode reading of academic papers from PDF or URL sources |
| pdf-extraction-guide | PDF parsing, text extraction, and document format conversion |
| zotero-addon-market-guide | Plugin marketplace and discovery platform for Zotero |
| zotero-night-theme-guide | Dark mode theme plugin for Zotero reference manager |
| zotero-style-guide | Feature-rich Zotero plugin for UI customization and styling |
test cases passed, vs 4 / 19 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.