Preprint Search on bioRxiv
LigphiDonk/Oh-my--paper
Searches bioRxiv life sciences preprints by keyword, author, date range or category with a Python script, returning JSON metadata and optional PDF downloads.
Build high-quality literature reviews from a research topic using a 10-phase workflow.
Install Literature Reviewer Skill
$ npx skills add Drchronx/ai-agent-research-starter-kit --skill literature-reviewer-skill -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Drchronx/ai-agent-research-starter-kit literature-reviewer-skill --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/Drchronx/ai-agent-research-starter-kit.git skills-src && mkdir -p .claude/skills && cp -r skills-src/'综合学术部署包/02_文献检索综述引用Skills/literature-reviewer-skill' .claude/skills/literature-reviewer-skill && 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 "literature-reviewer-skill" agent skill from https://github.com/Drchronx/ai-agent-research-starter-kit/tree/main/%E7%BB%BC%E5%90%88%E5%AD%A6%E6%9C%AF%E9%83%A8%E7%BD%B2%E5%8C%85/02_%E6%96%87%E7%8C%AE%E6%A3%80%E7%B4%A2%E7%BB%BC%E8%BF%B0%E5%BC%95%E7%94%A8Skills/literature-reviewer-skill into .claude/skills/literature-reviewer-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "literature-reviewer-skill", 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/Drchronx/ai-agent-research-starter-kit/tree/main/%E7%BB%BC%E5%90%88%E5%AD%A6%E6%9C%AF%E9%83%A8%E7%BD%B2%E5%8C%85/02_%E6%96%87%E7%8C%AE%E6%A3%80%E7%B4%A2%E7%BB%BC%E8%BF%B0%E5%BC%95%E7%94%A8Skills/literature-reviewer-skillType 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 Drchronx/ai-agent-research-starter-kit --skill literature-reviewer-skill -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Drchronx/ai-agent-research-starter-kit literature-reviewer-skill --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Drchronx/ai-agent-research-starter-kit.git skills-src && mkdir -p .agents/skills && cp -r skills-src/'综合学术部署包/02_文献检索综述引用Skills/literature-reviewer-skill' .agents/skills/literature-reviewer-skill && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "literature-reviewer-skill" agent skill from https://github.com/Drchronx/ai-agent-research-starter-kit/tree/main/%E7%BB%BC%E5%90%88%E5%AD%A6%E6%9C%AF%E9%83%A8%E7%BD%B2%E5%8C%85/02_%E6%96%87%E7%8C%AE%E6%A3%80%E7%B4%A2%E7%BB%BC%E8%BF%B0%E5%BC%95%E7%94%A8Skills/literature-reviewer-skill into .agents/skills/literature-reviewer-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "literature-reviewer-skill", 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 Drchronx/ai-agent-research-starter-kit --skill literature-reviewer-skill -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Drchronx/ai-agent-research-starter-kit literature-reviewer-skill --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Drchronx/ai-agent-research-starter-kit.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/'综合学术部署包/02_文献检索综述引用Skills/literature-reviewer-skill' .cursor/skills/literature-reviewer-skill && 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 "literature-reviewer-skill" agent skill from https://github.com/Drchronx/ai-agent-research-starter-kit/tree/main/%E7%BB%BC%E5%90%88%E5%AD%A6%E6%9C%AF%E9%83%A8%E7%BD%B2%E5%8C%85/02_%E6%96%87%E7%8C%AE%E6%A3%80%E7%B4%A2%E7%BB%BC%E8%BF%B0%E5%BC%95%E7%94%A8Skills/literature-reviewer-skill into .cursor/skills/literature-reviewer-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "literature-reviewer-skill", 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/Drchronx/ai-agent-research-starter-kit.git --path '综合学术部署包/02_文献检索综述引用Skills/literature-reviewer-skill'--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 Drchronx/ai-agent-research-starter-kit --skill literature-reviewer-skill -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Drchronx/ai-agent-research-starter-kit literature-reviewer-skill --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Drchronx/ai-agent-research-starter-kit.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/'综合学术部署包/02_文献检索综述引用Skills/literature-reviewer-skill' .gemini/skills/literature-reviewer-skill && 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 "literature-reviewer-skill" agent skill from https://github.com/Drchronx/ai-agent-research-starter-kit/tree/main/%E7%BB%BC%E5%90%88%E5%AD%A6%E6%9C%AF%E9%83%A8%E7%BD%B2%E5%8C%85/02_%E6%96%87%E7%8C%AE%E6%A3%80%E7%B4%A2%E7%BB%BC%E8%BF%B0%E5%BC%95%E7%94%A8Skills/literature-reviewer-skill into .gemini/skills/literature-reviewer-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "literature-reviewer-skill", 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 Drchronx/ai-agent-research-starter-kit literature-reviewer-skillInstalls 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 Drchronx/ai-agent-research-starter-kit --skill literature-reviewer-skill -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Drchronx/ai-agent-research-starter-kit.git skills-src && mkdir -p .github/skills && cp -r skills-src/'综合学术部署包/02_文献检索综述引用Skills/literature-reviewer-skill' .github/skills/literature-reviewer-skill && 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 "literature-reviewer-skill" agent skill from https://github.com/Drchronx/ai-agent-research-starter-kit/tree/main/%E7%BB%BC%E5%90%88%E5%AD%A6%E6%9C%AF%E9%83%A8%E7%BD%B2%E5%8C%85/02_%E6%96%87%E7%8C%AE%E6%A3%80%E7%B4%A2%E7%BB%BC%E8%BF%B0%E5%BC%95%E7%94%A8Skills/literature-reviewer-skill into .github/skills/literature-reviewer-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "literature-reviewer-skill", 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 Drchronx/ai-agent-research-starter-kit --skill literature-reviewer-skill -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Drchronx/ai-agent-research-starter-kit literature-reviewer-skill --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Drchronx/ai-agent-research-starter-kit.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/'综合学术部署包/02_文献检索综述引用Skills/literature-reviewer-skill' .opencode/skills/literature-reviewer-skill && 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 "literature-reviewer-skill" agent skill from https://github.com/Drchronx/ai-agent-research-starter-kit/tree/main/%E7%BB%BC%E5%90%88%E5%AD%A6%E6%9C%AF%E9%83%A8%E7%BD%B2%E5%8C%85/02_%E6%96%87%E7%8C%AE%E6%A3%80%E7%B4%A2%E7%BB%BC%E8%BF%B0%E5%BC%95%E7%94%A8Skills/literature-reviewer-skill into .opencode/skills/literature-reviewer-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "literature-reviewer-skill", 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
literature-reviewer-skill- GitHub stars
- 139
- Token cost
- ~2.5k tokens
- SKILL.md length
- 379 words
- Files
- 35 (incl. scripts, references)
- Skills in repo
- 36
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Build high-quality literature reviews from a research topic using a 10-phase workflow.
- Works in 9 steps: CNKI v2.0 多排序采集策略 → 检索式强制验证 → 文献计量分析（Phase 6） → …
- The user asks for 文献综述，文献回顾，literature review
- SKILL.md covers 核心规则, v5.2 完整工作流, 存储架构设计 and 关键功能详解, plus 5 more sections
- Runs Python scripts from its folder; calls python
What it does
Literature Reviewer Skill is an agent skill from Drchronx/ai-agent-research-starter-kit. Build high-quality literature reviews from a research topic using a 10-phase workflow. Use when the user asks for 文献综述，文献回顾，literature review, literature survey, 帮我找文献，or 中英文文献整理. ⚠️ 依赖声明: 本技能依赖以下外部组件，使用前请确保已安装: - cnki-crawler (CNKI 爬虫技能) - academic-research (OpenAlex 检索技能) - academic-research-hub (Google Scholar 检索技能) - PostgreSQL 数据库 (cnkidb) 📦 首次使用: 请先阅读 INSTALL.md 并运行 python scripts/checkdependencies.py
Its SKILL.md is about 2.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 37 other files, including scripts and reference files (for example `AGENTS.md`, `IMPLEMENTATION_SUMMARY.md` and `INSTALL.md`).
It sits in Research & Science, covering Literature review, Academic paper search and Web scraping. It works with Python and PostgreSQL. The repository describes itself as: AI Agent 科研全流程教学包，能教学生从零部署 Codex、Claude Code、OpenClaw、Hermes 等 Agent，学会使用 Skills、飞书、AMiner、AI4Scholar、Zotero、Obsidian…
When your agent uses it
- The user asks for 文献综述，文献回顾，literature review
- Literature survey
- 帮我找文献，or 中英文文献整理
Example prompts
- “/literature-reviewer-skill”
Requirements
- Python 3
Workflow steps
9 steps, taken from the step headings in SKILL.md.
- CNKI v2.0 多排序采集策略
- 检索式强制验证
- 文献计量分析（Phase 6）
- 方法论评价（Phase 7）
- 演进分析（Phase 8）
- 理论框架图（Phase 10）
- 唯一 Session ID
- CNKI 数据立即导出
- 后续分析只使用会话文件
What it can do on your machine
Read from SKILL.md and the folder at commit aab1133. 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 2 files in scripts/ (Python, from the files we listed), which the agent can run.
Shell commands in SKILL.md call:
python
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
Literature Reviewer Skill loads about 2.5k tokens when it runs, and up to ~7.5k if it reads all its reference files. Until then it costs about 113 tokens; SKILL.md has 379 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); the scripts in this folder 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 379 words (~2,490 tokens).
- name
- literature-reviewer-skill
Files
SKILL.md and 34 other files (scripts, references) in 综合学术部署包/02_文献检索综述引用Skills/literature-reviewer-skill of Drchronx/ai-agent-research-starter-kit.
- SKILL.md
- AGENTS.md
- IMPLEMENTATION_SUMMARY.md
- INSTALL.md
- INTEGRATION.md
- README.md
- _meta.json
- agents/explore-agent.md
- agents/orchestrator.md
- agents/synthesize-agent.md
- agents/verify-agent.md
- references/cnki-guide.md
- references/database-access.md
- references/gb-t-7714-2015.md
- references/search-backends.md
- requirements.txt
- scripts/__init__.py
- scripts/check_dependencies.py
- … and 17 more
Open the folder on GitHubat commit aab1133
Compare with similar skills
Literature Reviewer Skill 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 |
|---|---|---|---|---|---|---|
| Literature Reviewer Skill this skillDrchronx/ai-agent-research-starter-kit | 139 | — | ~2.5k | Automated safety check: Pass | Custom licence | |
| Preprint Search on bioRxivLigphiDonk/Oh-my--paper | 739 | 12 repos | ~3.7k | Automated safety check: Pass | MIT | |
| Paper Research on arXivXiaomiMiMo/MiMo-Code | 14k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Conference Paper Recommenderjuliye2025/evil-read-arxiv | 1.7k | — | ~2.5k | Automated safety check: Pass | None | |
| Autonomous Researchfedericodeponte/opendraft | 507 | — | ~8.2k | Automated safety check: Pass | Apache-2.0 | |
| Arxiv MCP Serverblazickjp/arxiv-mcp-server | 3.2k | — | ~353 | Automated safety check: Pass | Apache-2.0 |
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Conference Paper Recommender
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Autonomous Research
federicodeponte/opendraft
An 18-agent pipeline that turns one topic line into a drafted research paper, literature review, or thesis chapter.
Arxiv MCP Server
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Searches arXiv for recent papers matching your research interests, scores them and writes a daily recommendation note into an Obsidian vault.
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Related
Works with
Categories
Questions about Literature Reviewer Skill
What does Literature Reviewer Skill do?
Build high-quality literature reviews from a research topic using a 10-phase workflow. Literature Reviewer Skill is an agent skill from Drchronx/ai-agent-research-starter-kit. Build high-quality literature reviews from a research topic using a 10-phase workflow.
When should I use Literature Reviewer Skill?
Literature Reviewer Skill fits situations like: the user asks for 文献综述，文献回顾，literature review; literature survey; 帮我找文献，or 中英文文献整理.
How do I install Literature Reviewer Skill in Claude Code?
Run `npx skills add Drchronx/ai-agent-research-starter-kit --skill literature-reviewer-skill -a claude-code`. Or copy the skill folder (综合学术部署包/02_文献检索综述引用Skills/literature-reviewer-skill in Drchronx/ai-agent-research-starter-kit) into .claude/skills/literature-reviewer-skill in your project. Claude Code loads it when a task matches its description.
How do I install Literature Reviewer Skill in Codex?
Run `npx skills add Drchronx/ai-agent-research-starter-kit --skill literature-reviewer-skill -a codex`. Or copy the skill folder (综合学术部署包/02_文献检索综述引用Skills/literature-reviewer-skill in Drchronx/ai-agent-research-starter-kit) into .agents/skills/literature-reviewer-skill in your project. Codex loads it when a task matches its description.
Can I use Literature Reviewer Skill 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 Drchronx/ai-agent-research-starter-kit --skill literature-reviewer-skill -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/literature-reviewer-skill, .gemini/skills/literature-reviewer-skill, .github/skills/literature-reviewer-skill and .opencode/skills/literature-reviewer-skill in your project.
What does Literature Reviewer Skill need to run?
Going by SKILL.md and its folder, Literature Reviewer Skill needs Python for the scripts in its folder and the command-line tools its instructions call (python). Our summary lists: Python 3.
Does Literature Reviewer Skill 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 Literature Reviewer Skill 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Literature Reviewer Skill use?
Literature Reviewer Skill 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 Literature Reviewer Skill use?
About 2.5k tokens (SKILL.md is roughly 10k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 5.1k tokens, read only when the agent opens those files.
What are the alternatives to Literature Reviewer Skill?
Skills that share tags, products or a category with Literature Reviewer Skill: Preprint Search on bioRxiv (LigphiDonk/Oh-my--paper, 739 stars), Paper Research on arXiv (XiaomiMiMo/MiMo-Code, 14k stars), Conference Paper Recommender (juliye2025/evil-read-arxiv, 1.7k stars) and Autonomous Research (federicodeponte/opendraft, 507 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Literature Reviewer Skill?
Drchronx (a GitHub user) maintains it in Drchronx/ai-agent-research-starter-kit, which has 139 GitHub stars. The repository holds 36 skills in this directory. The repository was last updated on May 19, 2026.
Source: Drchronx/ai-agent-research-starter-kit on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.