Individual skill
sci-extract
Read an academic paper end to end and extract professional research insights, figures, metadata, and critique. Use this skill whenever the user shares a scientific paper, review paper, survey paper, systematic review, meta-analysis, scoping review, arXiv link, DOI, PDF, or pasted paper text and asks to read, summarize, analyze, extract, digest, review, critique, or explain it. For original research papers, produce a modified Heilmeier analysis. For review literature, produce a field-map extraction covering scope, taxonomy, evidence quality, consensus, controversies, gaps, and future directions. Do NOT use this skill for non-academic articles, blog posts, or news.
skills/sci-extract/SKILL.md
Source commit 357766f90bd42f4f982d054be55c687c27202f22
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 6, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 217
- Repository last updated
- Aug 13, 2026
- License
- NOASSERTION
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
README.mddoc · 5,271 bytesSKILL.mdcore · 23,235 bytesSKILL.mdcore · 23,235 bytesSKILL.mdcore · 23,235 bytesSKILL.mdcore · 23,235 bytesSKILL.mdcore · 23,235 bytesSKILL.mdcore · 23,235 bytes_meta.jsonasset · 395 bytesextract_core_insights.pyruns · 37,230 bytesharvest_paper.pyruns · 14,071 bytesharvester/__init__.pyruns · 477 bytesharvester/env.pyruns · 3,124 bytesharvester/figures.pyruns · 9,466 bytesharvester/fulltext.pyruns · 8,287 bytesharvester/http.pyruns · 5,464 bytesharvester/identify.pyruns · 4,436 bytesharvester/jats.pyruns · 19,397 bytesharvester/metadata.pyruns · 41,649 bytesharvester/oa_package.pyruns · 6,431 bytesharvester/render.pyruns · 31,648 bytes
No licensed excerpt is available. You can inspect the pinned source.