Nature Reader
by yuan1z0825d5c8baa15d6bNo license46K starsListed Oct 8, 2026Updated Oct 8, 2026Repository updated today
Create source-grounded Chinese-English paper readers with aligned text, figures, tables, and equations. Use for 全文翻译、中英文对照、论文精读 or source-linked questions about a paper; respect a requested excerpt or question without generating a full reader.
Only the file list is public. File contents are available once the skill is installed in a workspace.
| Path | Size | Type |
|---|---|---|
| agents/openai.yaml | 218 B | application/yaml |
| evals/evals.json | 3.5 KB | application/json |
| manifest.yaml | 2.1 KB | application/yaml |
| README_EN.md | 2.3 KB | text/markdown |
| README.md | 2.1 KB | text/markdown |
| references/article-anatomy.md | 3.3 KB | text/markdown |
| references/equation-handling.md | 5.1 KB | text/markdown |
| references/figure-extraction.md | 2 KB | text/markdown |
| references/grounding-rules.md | 2.2 KB | text/markdown |
| references/output-spec.md | 4.9 KB | text/markdown |
| scripts/validate_reader_math.py | 17.4 KB | text/plain |
| SKILL.md | 3.8 KB | text/markdown |
| static/core/output-contract.md | 2.1 KB | text/markdown |
| static/core/principles.md | 3.7 KB | text/markdown |
| static/core/workflow.md | 5.1 KB | text/markdown |
| static/fragments/source/doi-arxiv.md | 1.2 KB | text/markdown |
| static/fragments/source/html.md | 1.2 KB | text/markdown |
| static/fragments/source/pasted-text.md | 1.2 KB | text/markdown |
| static/fragments/source/pdf-text.md | 1.3 KB | text/markdown |
| static/fragments/source/scanned-pdf.md | 1.2 KB | text/markdown |
Source and attribution
Source:yuan1z0825/nature-skillsinskills/nature-readerat commitd5c8baa
License: No license
Content belongs to its original authors. SourceWeft indexes it from a public repository.
More from yuan1z0825/nature-skills
Nature Writing
yuan1z0825
Routes scientific manuscript drafting and restructuring tasks to Nature-style guidance fragments and templates.
Nature Statistics
yuan1z0825
Audits and improves statistical reporting in manuscripts, including experimental units, replication, uncertainty, tests and figure statistics.
Nature Response
yuan1z0825
Drafts, audits, and revises peer-review response letters, revision cover letters, and marked manuscript packages.
Nature Shared
yuan1z0825
Internal shared-reference support package for installed Nature Skills, including nature-writing, nature-polishing, nature-response, nature-reader, and nature-paper2ppt. Do not invoke it as a standalone user workflow. Load only the specific core or journal-format file requested by another Nature skill.
Nature Ref Verifier
yuan1z0825
Cross-checks academic reference entries against multiple sources and reports field-level discrepancies.
Nature Paper2ppt
yuan1z0825
Builds or edits a Chinese academic PPTX from a scientific paper or reading notes, with source figures and speaker notes.
More in Research & Analysis
Notion Research Documentation
openai
Researches Notion pages and synthesizes findings into cited briefs, comparisons, or reports published back to Notion.
Notion Meeting Intelligence
openai
Prepares meeting agendas and pre-reads using Notion context and research, tailored to attendees and meeting type.
Synthesize Research
anthropics
Turns interview notes, surveys, and feedback into structured research findings, themes, and recommendations.
Competitive Intelligence
anthropics
Analyzes competitive win/loss data to produce in-deal plays, battlecards and a weekly competitive digest.
Weekly Prep Brief
anthropics
Builds a weekly briefing on upcoming external customer and prospect calls with per-meeting account and contact research.
Contact Research
anthropics
Researches a person's contact profile from Common Room data and produces a structured profile with engagement signals.