Scientific Writing ResourcesSAFE
🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库,覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文,并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.
Overview
🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库,覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文,并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.
e1ba289846fdOBSERVED · 2026-10-08Host compatibility
What the documentation claims. We have not run a compatibility test.
| Host | Status | Notes |
|---|---|---|
| openclaw | mentioned |
What it tells the agent
The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.
---
name: scientific-writing-resources
description: "Curated tools and resources for effective scientific writing"
version: 1.0.0
author: wentor-community
source: https://github.com/writing-resources/awesome-scientific-writing
metadata:
openclaw:
category: "writing"
subcategory: "composition"
emoji: "✍️"
keywords:
- scientific-writing
- writing-tools
- academic-style
- manuscript-preparation
- writing-resources
- prose-quality
---
# Scientific Writing Resources
A skill providing curated tools, techniques, and resources for producing clear, effective scientific writing. Based on awesome-scientific-writing (920 stars), this skill equips the agent with knowledge of the best available tools for each stage of the scientific writing process, from initial drafting through final publication.
## Overview
Scientific writing is a specialized craft that demands clarity, precision, and adherence to disciplinary conventions. Unlike creative writing, scientific writing prioritizes unambiguous communication of methods, results, and reasoning. This skill catalogs and guides the use of tools that support every phase of scientific manuscript preparation, including writing environments, grammar and style checkers, reference managers, collaboration tools, and publishing pipelines.
The resources are organized by workflow stage, making it easy to find the right tool for the task at hand, whether you are outlining a new paper, polishing prose, managing references, or preparing the final submission.
## Writing Environments
**Markdown-Based Workflows**
- Markdown provides a lightweight syntax that separates content from formatting
- Pandoc converts Markdown to LaTeX, DOCX, HTML, and other formats
- R Markdown and Quarto integrate code execution with narrative text
- Typora, Zettlr, and Mark Text offer WYSIWYG Markdown editing
- Markdown source files work well with version control systems
**LaTeX Workflows**
- LaTeX remains the standard for mathematics-heavy disciplines
- Overleaf provides collaborative online LaTeX editing with real-time preview
- VS Code with LaTeX Workshop extension offers a powerful local environment
- TeXstudio and TeXmaker provide dedicated LaTeX IDEs with syntax highlighting
- LyX offers a document processor front-end for LaTeX for those who prefer visual editing
**Hybrid Approaches**
- Quarto combines Markdown simplicity with LaTeX power for technical content
- Jupyter notebooks support narrative text alongside executable code
- Org-mode in Emacs provides a comprehensive writing and computing environment
- Typst is an emerging alternative to LaTeX with a more approachable syntax
- Each approach has trade-offs between ease of use and formatting control
## Grammar and Style Tools
**Automated Checking**
- LanguageTool: open-source grammar, style, and spell checker with academic English support
- Vale: prose linter that enforces writing style guides (Microsoft, Google, academic custom)
- textlint: pluggable text linting framework with rules for technical writing
- write-good: naive linter for English prose focusing on common writing issues
- proselint: linter for prose that checks for jargon, cliches, and logical errors
**Style Guides for Science**
- APA Publication Manual: standard for social sciences
- Chicago Manual of Style: comprehensive general reference
- ACS Style Guide: standard for chemistry publications
- IEEE Editorial Style Manual: standard for engineering and computer science
- Nature's guide for authors: concise scientific style reference
**Common Issues to Check**
- Passive voice overuse (acceptable in methods, discouraged elsewhere)
- Nominalizations that obscure the actor and action
- Hedging language that weakens claims unnecessarily
- Jargon used without definition
- Overly long sentences that exceed 30-40 words
- Dangling modifiers and unclear pronoun references
- Inconsistent terminology for the same concept
## Reference Management
**Reference Managers**
- Zotero: free, open-source, with extensive plugin ecosystem
- Mendeley: integrated with Elsevier databases, PDF annotation support
- EndNote: industry standard with deep Word integration
- JabRef: open-source, BibTeX-native reference manager
- Paperpile: lightweight, Google Docs and browser integration
**Citation Processing**
- citeproc: processes citations in any of 10,000+ CSL styles
- BibTeX and BibLaTeX: standard bibliography processing for LaTeX
- Pandoc-citeproc: citation processing integrated with Pandoc conversion
- Citation Style Language (CSL): open standard for citation formatting
- Better BibTeX for Zotero: enhanced BibTeX export with stable citation keys
## Collaboration Tools
**Real-Time Collaboration**
- Overleaf: collaborative LaTeX editing with track changes and comments
- Google Docs: real-time editing with suggestion mode (export to Markdown via add-ons)
- HackMD: collaborative Markdown editing with real-time sync
- Notion: team workspace with Markdown support and database features
- Git-based workflows: asynchronous collaboration with pull requests and code review tools
**Review and Feedback**
- Track changes in Word or LibreOffice for traditional review workflows
- Git diff for line-level change tracking in plain text documents
- Hypothes.is for web-based annotation and discussion of shared documents
- Review tools built into Overleaf for inline commenting
- Dedicated peer review platforms for pre-submission feedback
## Publishing Pipeline
**Manuscript Preparation**
- Pandoc: universal document converter supporting dozens of formats
- LaTeXmk: automated LaTeX compilation with dependency tracking
- Make or Snakemake: build systems for complex multi-step publishing workflows
- Docker containers for reproducible compilation environments
- Continuous integration for automated builds on every commit
**Preprint and Open Access**
- arXiv: preprint server for physics, math, CS, and quantitative fields
- bioRxiv and medRxiv: preprint Trust audit
SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.
| Layer | What it checks | Result |
|---|---|---|
| L0 | Provenance & inventory | PASS |
| L1 | Static analysis of the code | NA |
| L2 | Instruction surface (what it tells the agent) | PASS |
| L3 | Class-specific surface | PASS |
| L4 | Behavioural (sandbox) | SKIPPED |
What the source does
- Filesystem
- none-observed
- Network
- none-observed
- Shell
- none-observed
- Dependencies
- pinned
- Secrets in source
- none-found
Findings (0)
No findings outside the package's declared scope.
Gates applied: no_behavioural_pass.
e1ba289846fdfull audit observations/trust-audit/skill/brycewang-stanford__scientific-writing-resources.json · Report an issue / request a re-scanAudit history
Every audit this skill has had.
| Date | Source | Verdict | Grade | Score | Change |
|---|---|---|---|---|---|
| 2026-10-08 | e1ba289846fd | SAFE | B | 89 | first audit |
Questions
What does the Scientific Writing Resources skill do?
🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库,覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文,并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.
Is Scientific Writing Resources safe to install?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.
What can Scientific Writing Resources access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
Which assistants does Scientific Writing Resources work with?
Its documentation mentions openclaw. That is what the text claims, not a compatibility test we ran.
How current is this page?
The grade is for one exact copy of the source (e1ba289846fd), read on 2026-10-08. The repository is watched, and a new audit runs when it changes — this is the first audit.