Systematic Review Screener
Imbad0202/academic-research-skills
Screens records for systematic, scoping and rapid reviews against fixed eligibility rules, using two blinded AI reviewers and a third adjudicator, with traceable PRISMA counts.
Interact with your Zotero library to sync references, add citations by DOI/ISBN/PMID, and manage PDFs.
Install Sci Zotero
$ npx skills add ShZhao27208/Aut_Sci_Write --skill sci-zotero -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ShZhao27208/Aut_Sci_Write sci-zotero --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/ShZhao27208/Aut_Sci_Write.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/sci-zotero .claude/skills/sci-zotero && 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 "sci-zotero" agent skill from https://github.com/ShZhao27208/Aut_Sci_Write/tree/main/skills/sci-zotero into .claude/skills/sci-zotero/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sci-zotero", 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/ShZhao27208/Aut_Sci_Write/tree/main/skills/sci-zoteroType 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 ShZhao27208/Aut_Sci_Write --skill sci-zotero -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ShZhao27208/Aut_Sci_Write sci-zotero --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ShZhao27208/Aut_Sci_Write.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/sci-zotero .agents/skills/sci-zotero && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "sci-zotero" agent skill from https://github.com/ShZhao27208/Aut_Sci_Write/tree/main/skills/sci-zotero into .agents/skills/sci-zotero/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sci-zotero", 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 ShZhao27208/Aut_Sci_Write --skill sci-zotero -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ShZhao27208/Aut_Sci_Write sci-zotero --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ShZhao27208/Aut_Sci_Write.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/sci-zotero .cursor/skills/sci-zotero && 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 "sci-zotero" agent skill from https://github.com/ShZhao27208/Aut_Sci_Write/tree/main/skills/sci-zotero into .cursor/skills/sci-zotero/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sci-zotero", 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/ShZhao27208/Aut_Sci_Write.git --path skills/sci-zotero--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 ShZhao27208/Aut_Sci_Write --skill sci-zotero -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ShZhao27208/Aut_Sci_Write sci-zotero --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ShZhao27208/Aut_Sci_Write.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/sci-zotero .gemini/skills/sci-zotero && 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 "sci-zotero" agent skill from https://github.com/ShZhao27208/Aut_Sci_Write/tree/main/skills/sci-zotero into .gemini/skills/sci-zotero/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sci-zotero", 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 ShZhao27208/Aut_Sci_Write sci-zoteroInstalls 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 ShZhao27208/Aut_Sci_Write --skill sci-zotero -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ShZhao27208/Aut_Sci_Write.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/sci-zotero .github/skills/sci-zotero && 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 "sci-zotero" agent skill from https://github.com/ShZhao27208/Aut_Sci_Write/tree/main/skills/sci-zotero into .github/skills/sci-zotero/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sci-zotero", 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 ShZhao27208/Aut_Sci_Write --skill sci-zotero -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ShZhao27208/Aut_Sci_Write sci-zotero --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ShZhao27208/Aut_Sci_Write.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/sci-zotero .opencode/skills/sci-zotero && 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 "sci-zotero" agent skill from https://github.com/ShZhao27208/Aut_Sci_Write/tree/main/skills/sci-zotero into .opencode/skills/sci-zotero/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "sci-zotero", 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
sci-zotero- GitHub stars
- 209
- Token cost
- ~452 tokens
- SKILL.md length
- 190 words
- Files
- 4
- Skills in repo
- 9
- Repo updated
- First seen
- Licence
- MIT
At a glance
Interact with your Zotero library to sync references, add citations by DOI/ISBN/PMID, and manage PDFs.
- Zotero-related requests
- SKILL.md covers Triggers, Usage and © License & Copyright
- Runs Python scripts from its folder; needs ZOTERO_API_KEY
- Tasks that involve Citation management
What it does
Sci Zotero is an agent skill from ShZhao27208/Aut_Sci_Write. Interact with your Zotero library to sync references, add citations by DOI/ISBN/PMID, and manage PDFs. Triggers on Zotero-related requests.
Its SKILL.md is about 450 tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files (for example `_meta.json` and `zotero.py`).
It sits in Research & Science, covering Citation management. It works with Zotero. The repository describes itself as: Academic research skills suite for AI Agent — literature search/download (WoS+Elsevier+Springer), PDF extraction, figure cropping, review writing, Zotero sync, and PPT/Html… The licence is MIT.
When your agent uses it
- Zotero-related requests
- Tasks that involve Citation management
Example prompts
- “/sci-zotero”
Requirements
- Python 3
- A credential in ZOTERO_API_KEY
What it can do on your machine
Read from SKILL.md and the folder at commit 357766f. 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
Ships script files (Python), which the agent can run.
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 these keys or tokens, usually read from environment variables:
ZOTERO_API_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Sci Zotero loads about 452 tokens when it runs. Until then it costs about 38 tokens; SKILL.md has 190 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: notes
The automated check noted patterns worth knowing about, such as sudo or a known installer.
- NoteMentions a .env fileSKILL.md:30
### Configuration (`~/.aut_sci_write/.env`)
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
The full file from ShZhao27208/Aut_Sci_Write at commit 357766f, republished under its MIT licence (© ShZhao27208). 190 words, ~452 tokens.
Download SKILL.mdSave it as
.claude/skills/sci-zotero/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.- name
- sci-zotero
- description
- Interact with your Zotero library to sync references, add citations by DOI/ISBN/PMID, and manage PDFs. Triggers on Zotero-related requests.
- author
- Shuo Zhao
- license
- MIT
- copyright
- © 2026 Shuo Zhao. All rights reserved.
- triggers
- Zotero, zotero, 同步文献, 文献管理, add citation, sync zotero
Sci-Zotero — Zotero Library Integration
Interact with your Zotero library to sync references, add citations by DOI/ISBN/PMID, and manage PDFs.
Triggers
- "sync zotero library"
- "add citation [identifier]"
- "check pdfs in zotero"
- "fetch pdfs for zotero items"
- "search zotero for [query]"
Usage
This skill wraps the local zotero.py CLI located in the same skill directory.
Configuration (~/.aut_sci_write/.env)
ZOTERO_API_KEY: Your Zotero API key.ZOTERO_USER_ID: Your Zotero User ID (for personal libraries).ZOTERO_GROUP_ID: Your Zotero Group ID (for group libraries).
Commands
items: List top-level items.add-doi [DOI]: Add an item by DOI.add-isbn [ISBN]: Add an item by ISBN.fetch-pdfs: Automatically find and attach open-access PDFs.
© License & Copyright
Aut_Sci_Write — Autonomous Scientific Writer
- Author: Shuo Zhao
- License: MIT License
- Copyright: © 2026 Shuo Zhao. All rights reserved.
- Original Work: This is an original work created by the author. No reproduction, redistribution, or commercial use without explicit permission. Permission is hereby granted, free of charge, to any person obtaining a copy of this software... (See the LICENSE file in the root directory for the full MIT terms.)
This skill is part of the Aut_Sci_Write suite. For full license terms, see the LICENSE file in the project root.
© ShZhao27208, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 3 other files in skills/sci-zotero of ShZhao27208/Aut_Sci_Write.
- SKILL.md
- .gitignore
- _meta.json
- zotero.py
Open the folder on GitHubat commit 357766f
Compare with similar skills
Sci Zotero 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 |
|---|---|---|---|---|---|---|
| Sci Zotero this skillShZhao27208/Aut_Sci_Write | 209 | — | ~452 | Automated safety check: Notes | MIT | |
| Systematic Review ScreenerImbad0202/academic-research-skills | 51k | — | ~8.4k | Automated safety check: Pass | Custom licence | |
| Citation Verification GuideGalaxy-Dawn/claude-scholar | 5.7k | 2 repos | ~1.9k | Automated safety check: Pass | MIT | |
| Cnki Exportcookjohn/cnki-skills | 983 | 2 repos | ~1.7k | Automated safety check: Pass | None | |
| Annotate Paper54yyyu/zotero-mcp | 5.3k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Zotero CLI54yyyu/zotero-mcp | 5.3k | — | ~2.3k | Automated safety check: Pass | MIT |
Similar skills
Citation Verification Guide
Galaxy-Dawn/claude-scholar
Reference guidance for checking every citation in academic writing against canonical sources such as DOI, arXiv, CrossRef and Semantic Scholar, to catch fake or wrong references.
Cnki Export
cookjohn/cnki-skills
Export paper from CNKI and push to Zotero, or save as RIS file.
Annotate Paper
54yyyu/zotero-mcp
Read the open paper and write study annotations into its PDF with zotero-cli - a context box on the title, a four-part summary on the abstract, role-coded abstract highlights, one box per figure…
Zotero CLI
54yyyu/zotero-mcp
Reads and edits a Zotero library from the shell with zotero-cli: search by keyword or meaning, read PDF text, manage tags, notes and collections, and export bibliographies.
Deeppapernote
917Dhj/DeepPaperNote
Generate a high-quality deep-reading note for a single paper and write it into an Obsidian-style vault.
More from ShZhao27208/Aut_Sci_Write
All 9 skills in this repoSci Polish
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Two-stage academic paper polishing skill. An agent skill from ShZhao27208/Aut_Sci_Write.
Sci Review
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Specialized workflows for drafting, refining, and responding to academic literature reviews and peer review feedback.
Sci Figure
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Extracts figures and sub-figures from academic PDF papers. An agent skill from ShZhao27208/Aut_Sci_Write.
Sci HTML
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Generate academic presentation-style HTML slide decks and browser reports from PDFs, structured text, Markdown, paper summaries, outlines, or research notes.
Sci Ppt
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Generate professional academic PowerPoint (PPTX) presentations from paper PDFs, structured outlines, or plain text.
Sci Search
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Academic paper search and metrics analysis. An agent skill from ShZhao27208/Aut_Sci_Write.
Related
Works with
Categories
Questions about Sci Zotero
What does Sci Zotero do?
Interact with your Zotero library to sync references, add citations by DOI/ISBN/PMID, and manage PDFs. Sci Zotero is an agent skill from ShZhao27208/Aut_Sci_Write. Interact with your Zotero library to sync references, add citations by DOI/ISBN/PMID, and manage PDFs.
When should I use Sci Zotero?
Sci Zotero fits situations like: zotero-related requests; tasks that involve Citation management.
How do I install Sci Zotero in Claude Code?
Run `npx skills add ShZhao27208/Aut_Sci_Write --skill sci-zotero -a claude-code`. Or copy the skill folder (skills/sci-zotero in ShZhao27208/Aut_Sci_Write) into .claude/skills/sci-zotero in your project. Claude Code loads it when a task matches its description.
How do I install Sci Zotero in Codex?
Run `npx skills add ShZhao27208/Aut_Sci_Write --skill sci-zotero -a codex`. Or copy the skill folder (skills/sci-zotero in ShZhao27208/Aut_Sci_Write) into .agents/skills/sci-zotero in your project. Codex loads it when a task matches its description.
Can I use Sci Zotero 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 ShZhao27208/Aut_Sci_Write --skill sci-zotero -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/sci-zotero, .gemini/skills/sci-zotero, .github/skills/sci-zotero and .opencode/skills/sci-zotero in your project.
What does Sci Zotero need to run?
Going by SKILL.md and its folder, Sci Zotero needs Python for the scripts in its folder and credentials named ZOTERO_API_KEY. Our summary lists: Python 3; A credential in ZOTERO_API_KEY.
Does Sci Zotero 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 Sci Zotero safe to install?
Our automated static check of SKILL.md found notes only (mentions a .env file), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
What licence does Sci Zotero use?
Sci Zotero is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Sci Zotero use?
About 452 tokens (SKILL.md is roughly 1.8k 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 Sci Zotero?
Skills that share tags, products or a category with Sci Zotero: Systematic Review Screener (Imbad0202/academic-research-skills, 51k stars), Citation Verification Guide (Galaxy-Dawn/claude-scholar, 5.7k stars), Cnki Export (cookjohn/cnki-skills, 983 stars) and Annotate Paper (54yyyu/zotero-mcp, 5.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Sci Zotero?
ShZhao27208 (a GitHub user) maintains it in ShZhao27208/Aut_Sci_Write, which has 209 GitHub stars. The repository holds 9 skills in this directory. The repository was last updated on August 13, 2026.
Source: ShZhao27208/Aut_Sci_Write on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.