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Literature Review
作者
weird-aftertaste
· GitHub ↗
· v1.2.0
10241
总下载
25
收藏
95
当前安装
3
版本数
在 OpenClaw 中安装
/install literature-review
功能描述
Assistance with writing literature reviews by searching for academic sources via Semantic Scholar, OpenAlex, Crossref and PubMed APIs. Use when the user needs to find papers on a topic, get details for specific DOIs, or draft sections of a literature review with proper citations.
安全使用建议
Before installing, be comfortable with research queries, DOI lookups, and optional email/API-key identifiers being sent to Semantic Scholar, OpenAlex, Crossref, or PubMed. Use a non-sensitive contact email and dedicated low-privilege API keys if you configure them.
功能分析
Type: OpenClaw Skill
Name: literature-review
Version: 1.2.0
The skill bundle is benign. It provides a tool for searching academic databases (Semantic Scholar, OpenAlex, Crossref, PubMed) via their public APIs. The `scripts/lit_search.py` script uses environment variables (`SEMANTIC_SCHOLAR_API_KEY`, `OPENALEX_API_KEY`, `USER_EMAIL`, `CLAWDBOT_EMAIL`) for legitimate API authentication and identification, not for exfiltration. All network requests are directed to the stated academic API endpoints. There is no evidence of malicious execution, data exfiltration to unauthorized destinations, persistence mechanisms, obfuscation, or prompt injection attempts in `SKILL.md`.
能力评估
Purpose & Capability
The stated purpose is literature-review assistance, and the artifacts implement searches/details for Semantic Scholar, OpenAlex, Crossref, and PubMed with result normalization and deduplication.
Instruction Scope
Runtime instructions are user-directed CLI workflows for search and paper details; there are no instructions to override user intent, run automatically, mutate accounts, or perform destructive actions.
Install Mechanism
The bundle contains SKILL.md and a local Python helper script, with no remote installer or hidden dependency fetching; Python and the requests package may need to be available even though no explicit permission/install manifest is present.
Credentials
Network access to the named academic APIs and optional environment variables for API keys/email identification are disclosed and proportionate to the purpose, but user queries and identifiers may leave the local environment.
Persistence & Privilege
The artifacts do not show background persistence, local credential storage, broad file indexing, privilege escalation, or long-running autonomous workers.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install literature-review - 安装完成后，直接呼叫该 Skill 的名称或使用
/literature-review触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v1.2.0
Major stability and feature update by Claude Opus: added PubMed abstracts, DOI deduplication, safer date handling, and robust error handling.
v1.1.0
Added Crossref and PubMed (NCBI) support. Added 'all' source option for comprehensive search.
v1.0.0
Initial release: Semantic Scholar and OpenAlex integration for academic research automation.
元数据
常见问题
Literature Review 是什么？
Assistance with writing literature reviews by searching for academic sources via Semantic Scholar, OpenAlex, Crossref and PubMed APIs. Use when the user needs to find papers on a topic, get details for specific DOIs, or draft sections of a literature review with proper citations. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 10241 次。
如何安装 Literature Review？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install literature-review」即可一键安装，无需额外配置。
Literature Review 是免费的吗？
是的，Literature Review 完全免费（开源免费），可自由下载、安装和使用。
Literature Review 支持哪些平台？
Literature Review 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 Literature Review？
由 weird-aftertaste（@weird-aftertaste）开发并维护，当前版本 v1.2.0。
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