Academic Paper Writing Pipeline
Imbad0202/academic-research-skills
Runs a 12-agent pipeline that plans, drafts, cites, reviews and formats academic papers, with modes for revision, rebuttals, abstracts and citation checks.
Agent skill
Scientific Writing Resources
by brycewang-stanford in brycewang-stanford/Auto-Empirical-Research-Skills
Curated tools and resources for effective scientific writing
Install Scientific Writing Resources
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill scientific-writing-resources -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills scientific-writing-resources --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/43-wentorai-research-plugins/skills/writing/composition/scientific-writing-resources .claude/skills/scientific-writing-resources && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "scientific-writing-resources" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/43-wentorai-research-plugins/skills/writing/composition/scientific-writing-resources into .claude/skills/scientific-writing-resources/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scientific-writing-resources", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/43-wentorai-research-plugins/skills/writing/composition/scientific-writing-resourcesType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill scientific-writing-resources -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills scientific-writing-resources --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/43-wentorai-research-plugins/skills/writing/composition/scientific-writing-resources .agents/skills/scientific-writing-resources && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "scientific-writing-resources" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/43-wentorai-research-plugins/skills/writing/composition/scientific-writing-resources into .agents/skills/scientific-writing-resources/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scientific-writing-resources", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill scientific-writing-resources -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills scientific-writing-resources --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/43-wentorai-research-plugins/skills/writing/composition/scientific-writing-resources .cursor/skills/scientific-writing-resources && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "scientific-writing-resources" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/43-wentorai-research-plugins/skills/writing/composition/scientific-writing-resources into .cursor/skills/scientific-writing-resources/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scientific-writing-resources", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git --path skills/43-wentorai-research-plugins/skills/writing/composition/scientific-writing-resources--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill scientific-writing-resources -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills scientific-writing-resources --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/43-wentorai-research-plugins/skills/writing/composition/scientific-writing-resources .gemini/skills/scientific-writing-resources && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "scientific-writing-resources" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/43-wentorai-research-plugins/skills/writing/composition/scientific-writing-resources into .gemini/skills/scientific-writing-resources/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scientific-writing-resources", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills scientific-writing-resourcesInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill scientific-writing-resources -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/43-wentorai-research-plugins/skills/writing/composition/scientific-writing-resources .github/skills/scientific-writing-resources && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "scientific-writing-resources" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/43-wentorai-research-plugins/skills/writing/composition/scientific-writing-resources into .github/skills/scientific-writing-resources/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scientific-writing-resources", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill scientific-writing-resources -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills scientific-writing-resources --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/43-wentorai-research-plugins/skills/writing/composition/scientific-writing-resources .opencode/skills/scientific-writing-resources && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "scientific-writing-resources" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/43-wentorai-research-plugins/skills/writing/composition/scientific-writing-resources into .opencode/skills/scientific-writing-resources/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "scientific-writing-resources", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
scientific-writing-resources- GitHub stars
- 4.6k
- Token cost
- ~1.9k tokens
- SKILL.md length
- 909 words
- Files
- 1
- Skills in repo
- 383
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Curated tools and resources for effective scientific writing
- Tasks that involve Scientific writing
- SKILL.md covers Overview, Writing Environments, Grammar and Style Tools and Reference Management, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Scientific Writing Resources is an agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. Curated tools and resources for effective scientific writing
Its SKILL.md is about 1.9k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Research & Science, covering Scientific writing. It works with LaTeX. The repository describes itself as: 🔬 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…
When your agent uses it
- Tasks that involve Scientific writing
Example prompts
- “/scientific-writing-resources”
Requirements
- Docker
What it can do on your machine
Read from SKILL.md and the folder at commit 9fa87d8. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Scientific Writing Resources loads about 1.9k tokens when it runs. Until then it costs about 22 tokens; SKILL.md has 909 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 909 words (~1,911 tokens).
“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…”
- name
- scientific-writing-resources
- version
- 1.0.0
- author
- wentor-community
- source
- https://github.com/writing-resources/awesome-scientific-writing
Files
Just SKILL.md in skills/43-wentorai-research-plugins/skills/writing/composition/scientific-writing-resources of brycewang-stanford/Auto-Empirical-Research-Skills.
Open the folder on GitHubat commit 9fa87d8
Compare with similar skills
Scientific Writing Resources next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Scientific Writing Resources this skillbrycewang-stanford/Auto-Empirical-Research-Skills | 4.6k | — | ~1.9k | Automated safety check: Pass | Custom licence | |
| Academic Paper Writing PipelineImbad0202/academic-research-skills | 51k | — | ~16k | Automated safety check: Pass | Custom licence | |
| Econ Writehanlulong/econ-writing-skill | 651 | 2 repos | ~14k | Automated safety check: Pass | MIT | |
| NSFC Grant Rationale Writerhuangwb8/ChineseResearchLaTeX | 2.9k | — | ~945 | Automated safety check: Pass | MIT | |
| Journal Selector for Manuscriptshuangwb8/ChineseResearchLaTeX | 2.9k | — | ~1.7k | Automated safety check: Pass | MIT | |
| Citation VerificationLight0305/Light-skills | 640 | — | ~3.4k | Automated safety check: Pass | MIT |
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Writes, restructures, reviews and polishes the rationale section of NSFC research grant applications in LaTeX, with backups and a diff before every write.
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Related
Works with
Categories
Questions about Scientific Writing Resources
What does Scientific Writing Resources do?
Curated tools and resources for effective scientific writing. Scientific Writing Resources is an agent skill from brycewang-stanford/Auto-Empirical-Research-Skills.
When should I use Scientific Writing Resources?
Scientific Writing Resources fits situations like: tasks that involve Scientific writing.
How do I install Scientific Writing Resources in Claude Code?
Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill scientific-writing-resources -a claude-code`. Or copy the skill folder (skills/43-wentorai-research-plugins/skills/writing/composition/scientific-writing-resources in brycewang-stanford/Auto-Empirical-Research-Skills) into .claude/skills/scientific-writing-resources in your project. Claude Code loads it when a task matches its description.
How do I install Scientific Writing Resources in Codex?
Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill scientific-writing-resources -a codex`. Or copy the skill folder (skills/43-wentorai-research-plugins/skills/writing/composition/scientific-writing-resources in brycewang-stanford/Auto-Empirical-Research-Skills) into .agents/skills/scientific-writing-resources in your project. Codex loads it when a task matches its description.
Can I use Scientific Writing Resources in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill scientific-writing-resources -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/scientific-writing-resources, .gemini/skills/scientific-writing-resources, .github/skills/scientific-writing-resources and .opencode/skills/scientific-writing-resources in your project.
What does Scientific Writing Resources need to run?
SKILL.md names no scripts, command-line tools or credentials: Scientific Writing Resources is instructions for the agent only. Our summary lists: Docker.
Does Scientific Writing Resources access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Scientific Writing Resources safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Scientific Writing Resources use?
Scientific Writing Resources has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Scientific Writing Resources use?
About 1.9k tokens (SKILL.md is roughly 7.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Scientific Writing Resources?
Skills that share tags, products or a category with Scientific Writing Resources: Academic Paper Writing Pipeline (Imbad0202/academic-research-skills, 51k stars), Econ Write (hanlulong/econ-writing-skill, 651 stars), NSFC Grant Rationale Writer (huangwb8/ChineseResearchLaTeX, 2.9k stars) and Journal Selector for Manuscripts (huangwb8/ChineseResearchLaTeX, 2.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Scientific Writing Resources?
brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Auto-Empirical-Research-Skills, which has 4,556 GitHub stars. The repository holds 383 skills in this directory. The repository was last updated on October 5, 2026.
Source: brycewang-stanford/Auto-Empirical-Research-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.