yuan1z0825
16 skills in one repo.
nature-skills Skill collection
Reusable research skills for scholars worldwide, with verifiable workflows and ready-to-use outputs.
52,794 stars on GitHub, Nov 9, 2026 · 16 skills
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- Use it when:
- You need a journal-quality figure or multi-panel plot for a manuscript, drawn in Python or R.
- It does:
- Writes a figure contract first, plots in one backend only, then audits panel alignment and text collisions before delivery.
- Age
- 6 months
- Stars
- 52.8K
- Total Downloads
- 19.8K
- Weekly Downloads
- 507
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- Use it when:
- You have drafted manuscript prose that needs Nature-style English, translation from Chinese or tightening, not new content.
- It does:
- Detects paper type, section, language and journal, then edits structure, claims and sentences in that order.
- Age
- 6 months
- Stars
- 52.8K
- Total Downloads
- 18.5K
- Weekly Downloads
- 488
-
- Use it when:
- You need a Chinese journal-club, group-meeting or defense deck built from a paper, or changes to one.
- It does:
- Classifies the paper type, follows a matching story arc, crops the source figures it needs and builds slides with python-pptx.
- Age
- 6 months
- Stars
- 52.8K
- Total Downloads
- 17K
- Weekly Downloads
- 449
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- Use it when:
- You need to draft or restructure a manuscript section, or first-submission materials, from your own results.
- It does:
- Surfaces the missing claim, evidence or boundary, then drafts in paper-type and section order, sentence rules last.
- Age
- 5 months
- Stars
- 52.8K
- Total Downloads
- 16.7K
- Weekly Downloads
- 475
-
- Use it when:
- You need references from Nature, Science or Cell family journals to support specific claims in a manuscript.
- It does:
- Splits the text into segments, turns each claim into searches, grades how well each paper supports it, and exports one reference file.
- Age
- 6 months
- Stars
- 52.8K
- Total Downloads
- 16.5K
- Weekly Downloads
- 424
-
- Use it when:
- You need to search papers, verify a document's citations, convert citation files, or audit who cites a paper.
- It does:
- Maps your request to one or more of six workflows and runs them with its bundled MCP search server, or Python scripts without it.
- Age
- 5 months
- Stars
- 52.8K
- Total Downloads
- 16.3K
- Weekly Downloads
- 464
-
- Use it when:
- You need a journal-ready Data/Code Availability statement or data-sharing plan, or want an existing statement audited.
- It does:
- Inventories each dataset, classifies its access route, chooses repositories and identifiers, drafts the statement and runs a FAIR metadata audit.
- Age
- 6 months
- Stars
- 52.8K
- Total Downloads
- 16.1K
- Weekly Downloads
- 425
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- Use it when:
- You have an editor decision and reviewer comments and need replies, a full revision package, or an edit of an existing response.
- It does:
- Parses the decision letter, classifies every comment, and drafts a separate reply per reviewer that shows no other reviewer's comments.
- Age
- 6 months
- Stars
- 52.8K
- Total Downloads
- 16K
- Weekly Downloads
- 400
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- Use it when:
- You want a full Chinese-English reader of a paper, not a summary, or source-grounded answers about it.
- It does:
- Detects the source format, anchors every block in a source map, then extracts and aligns text, figures, tables and equations.
- Age
- 5 months
- Stars
- 52.8K
- Total Downloads
- 15.9K
- Weekly Downloads
- 443
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- Use it when:
- You want a pre-submission referee view of a manuscript or excerpt.
- It does:
- Runs three reviewers in isolated contexts on the same manuscript and criteria, then a separate forensic consistency audit and a synthesis.
- Age
- 5 months
- Stars
- 52.8K
- Total Downloads
- 14.7K
- Weekly Downloads
- 418
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- Use it when:
- You want a Chinese invention patent draft, or a technical disclosure (技术交底书) for a patent attorney, from a paper or project materials.
- It does:
- Ties every claimed feature to a source passage, equation, figure or code, drafts claims first, then aligns the specification, figures and abstract.
- Age
- 4 months
- Stars
- 52.8K
- Total Downloads
- 13.4K
- Weekly Downloads
- 397
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- Use it when:
- You need to batch-download papers you have lawful access to, Chinese ones through CNKI.
- It does:
- Routes each paper to a publisher API, open access, CNKI or your institution's logged-in Chrome session, and verifies each file.
- Age
- 4 months
- Stars
- 52.8K
- Total Downloads
- 12.8K
- Weekly Downloads
- 387
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- Use it when:
- You need to check or write up the statistics in a manuscript, not run a new analysis.
- It does:
- Extracts the design, defines the true n, maps each claim to its test, and checks failure modes and reporting completeness.
- Age
- 3 months
- Stars
- 52.8K
- Total Downloads
- 12.7K
- Weekly Downloads
- 420
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- Use it when:
- You want new papers in your field found, ranked and summarized for you every day.
- It does:
- On a schedule, pulls candidates from arXiv, OpenAlex, Crossref and Semantic Scholar, scores them on six weighted dimensions and reads the top few.
- Age
- 4 months
- Stars
- 52.8K
- Total Downloads
- 12.6K
- Weekly Downloads
- 390
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- Use it when:
- You want to understand one paper's method, evidence and limits in depth, not translate it or review it formally.
- It does:
- Prepares the source with a bundled script, picks the paper type, inventories figures, experiments and limitations, then drafts and audits the card.
- Age
- 3 months
- Stars
- 52.8K
- Total Downloads
- 11.3K
- Weekly Downloads
- 406
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- Use it when:
- You have slides only as images, screenshots, a scanned PDF or an image-only PPTX and need a deck you can edit.
- It does:
- Plans each structured page as 3-5 regions, rebuilds measurable boxes, text, connectors and arrows as native PowerPoint objects, and keeps only complex parts as images.
- Age
- 2 months
- Stars
- 52.8K
- Total Downloads
- 8.1K
- Weekly Downloads
- 385