nature-reader
Skill1 starsChanged 4 months agoNo licenceView on GitHub
Build full-paper Chinese-English side-by-side, figure/table-aware, source-grounded Markdown readers for journal or conference papers from PDF, DOI, arXiv, publisher HTML, or pasted text. Use whenever the user asks to translate or read a paper, make 中英文对照/原文对照/全文翻译解读, extract figures or tables into the right positions, preserve figure/table placement near relevant prose, or keep exact source anchors for every block. This skill must not degrade into a summary-only output unless the user explicitly asks for a summary. Also trigger on general paper-reading and translation requests even without the word "Nature", such as reading/translating an academic paper, literature reading, understanding a paper, and Chinese phrasings like 读论文、精读论文、论文翻译、文献翻译、文献阅读、学术阅读、帮我读这篇文章、翻译这篇paper.
8 other projects use a version of this, 6 of them edited.
Adopted by
Most recently taken up by
- dragonadam/nature-skillsedited, first seen Oct 25, 2026
- Luooops/skillsedited, first seen Oct 13, 2026
- yanjumlinnb-boop/nature-skillsedited, first seen Oct 8, 2026
- Yang1Bai/nature-paper-hubtheir own version, first seen Sep 28, 2026
- szzjayson25-hub/nature-academic-skillsedited, first seen Sep 12, 2026
- Yuan1z0825/nature-skillsedited, first seen Aug 31, 2026
Used with
Projects with it also use nature-downloader, nature-literature-pipeline and 1 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
vcis-wangchenxuSkillnature-downloader
Help legally obtain, organize, and archive academic papers, PDFs, BibTeX, supplementary files, code links, and benchmark documents for RL, MARL, LLM, and LLM Agent research. Do not bypass paywalls or access controls.
Also in 4 projects that use this
vcis-wangchenxuSkillnature-literature-pipeline
Build a repeatable literature discovery, scoring, reading, and archiving pipeline for RL, MARL, LLM, and LLM Agent research. Use for daily/weekly paper tracking, topic watchlists, benchmark monitoring, and research-note automation.
Also in 4 projects that use this
Delagong950Skillnature-ref-verifier
Multi-source cross-validation of academic references. Verify authors, title, year, volume, issue, and pages against PubMed, CrossRef, and publisher pages. Detect fabricated citations.
Also in 3 projects that use this
Other versions8 projects use a version of this.
Word for word · 0
None found.
Edited · 6
- Yuan1z0825/nature-skills★ 53k70% same
- yanjumlinnb-boop/nature-skills★ 1499% same
- Delagong950/nature-skills★ 411% same
- dragonadam/nature-skills★ 499% same
- Luooops/skills★ 170% same
- szzjayson25-hub/nature-academic-skills★ 079% same
Wrote their own version · 2
- Yang1Bai/nature-paper-hub★ 18same name
- vcis-wangchenxu/agent_nature-skills★ 4same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository158 other files it gives its agents.
- humanizer/AGENTS.mdAGENTS.md
- scientific-agent-skills/AGENTS.mdAGENTS.md
- AI-research-SKILLs/CLAUDE.mdCLAUDE.md
- scientific-agent-skills/CLAUDE.mdCLAUDE.md
- ml-paper-writingSkill
- presenting-conference-talksSkill
- ara-research-managerSkill
- ask-mattSkill
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- bio-single-cell-cell-annotationSkill
- bio-single-cell-cell-communicationSkill
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- bio-single-cell-data-ioSkill
- bio-single-cell-doublet-detectionSkill
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- bio-single-cell-metabolite-communicationSkill
- bio-single-cell-multimodal-integrationSkill
- bio-single-cell-perturb-seqSkill
- bio-single-cell-preprocessingSkill
- bio-single-cell-scatac-analysisSkill
- bio-single-cell-trajectory-inferenceSkill
- bioskillsSkill
- brainstormingSkill
- bulk-rna-seqSkill
- citation-managementSkill
- claude-handoffSkill
- clinical-decision-supportSkill
- codebase-designSkill
- code-reviewSkill
- alphafold2Skill
- borzoiSkill
- compute-env-setupSkill
- customizeSkill
- figure-styleSkill
- indication-dossierSkill
- learnSkill
- literature-reviewSkill
- managed-model-endpointsSkill
- paper-narrativeSkill
- pdf-exploreSkill
- product-self-knowledgeSkill
- remote-compute-modalSkill
- remote-compute-sshSkill
- scgptSkill
- scvi-toolsSkill
- self-awarenessSkill
- skill-creatorSkill
- using-model-endpointSkill
- web-artifacts-builderSkill
- database-lookupSkill
- design-an-interfaceSkill
- vision-locatorSkill
- diagnosing-bugsSkill
- domain-modelingSkill
- edit-articleSkill
- excel-auto-zhSkill
- find-skill-skillhubSkill
- git-guardrails-claude-codeSkill
- The first 60 shown.
The file
We split this skill into the rules it gives an agent
5 rules. 0 are common, 2 are distinctive, and 3 are very specific to this project.
0
Common
Most of the 8 edited versions we read keep these.
2
Distinctive
This author's own choices. Worth a look.
3
Very specific
Tied to their project's names, files or tools. Probably skip.
No licence file, so all rights are reserved — read it at the source. We count its rules but don't quote them. Read them on GitHub.
“Common” is measured: kept by at least 6 in 10 of the 8 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

