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在 OpenClaw 中安装
/install swiftscholar-skill
功能描述
Integrates the SwiftScholar HTTP API for searching, submitting, and analyzing academic papers. Use when the user wants to search literature, submit PDFs/URLs for parsing, retrieve analyses, manage favorites, or inspect SwiftScholar account usage programmatically.
安全使用建议
Before installing or enabling this skill: 1) Recognize the SKILL.md requires a SwiftScholar API key (Authorization: Bearer <SWIFTSCHOLAR_API_KEY>), but the skill metadata does not declare that requirement — confirm with the skill author or registry how/where the key must be provided. 2) Do not paste secrets into chat; place the API key only into a secured execution environment (env var or tool config) the agent will use. 3) Be cautious about uploading sensitive PDFs: the skill supports pdfBase64 or multipart uploads that will send file contents to swiftscholar.net. Prefer submitting public URLs or removing sensitive information before upload. 4) Verify the API base URL (https://www.swiftscholar.net) and review SwiftScholar's privacy/retention policy if you will send user data. 5) If you cannot confirm where the API key is stored or how the agent obtains it, treat the skill as untrusted and do not provide credentials.
功能分析
Type: OpenClaw Skill
Name: swiftscholar-skill
Version: 1.0.0
The OpenClaw AgentSkills skill bundle for 'swiftscholar-skill' is benign. The `SKILL.md` provides clear, well-structured instructions for an AI agent to interact with the SwiftScholar HTTP API at `https://www.swiftscholar.net` for academic paper management. It explicitly instructs the agent not to expose the `SWIFTSCHOLAR_API_KEY` in natural language responses, which is a positive security measure. There is no evidence of prompt injection attempts, unauthorized data exfiltration beyond the stated API interaction, malicious command execution, or persistence mechanisms. All files consistently describe the intended functionality without any hidden or harmful directives.
能力评估
Purpose & Capability
The skill's name, description, and SKILL.md all align: it documents how to call the SwiftScholar HTTP API for searching, submitting, analyzing papers, and managing favorites. However, the SKILL.md explicitly describes Authorization: Bearer <SWIFTSCHOLAR_API_KEY> while the registry metadata lists no required environment variables or primary credential — this is an incoherence between stated capability and declared requirements.
Instruction Scope
Instructions focus on HTTP endpoints under https://www.swiftscholar.net and on submitting/searching/analysis flows. They do not instruct arbitrary file-system or unrelated network access beyond submitting PDFs/URLs to SwiftScholar. The skill does allow both pdfBase64 and multipart file upload modes (expected for this purpose), so be mindful that user-supplied PDFs could be transmitted to the external API.
Install Mechanism
This is instruction-only with no install spec and no code files — low install risk. Nothing is downloaded or written by a packaged installer.
Credentials
SKILL.md requires a bearer token header (SWIFTSCHOLAR_API_KEY) for API calls and warns not to reveal it in natural language, yet the skill metadata lists no required env vars or primary credential. The missing declaration is a red flag: callers/administrators may not realize an API key is needed or where the agent will obtain it. No other unrelated credentials are requested.
Persistence & Privilege
always is false, the skill is user-invocable and may be invoked autonomously by the agent (platform default). There is no indication the skill modifies other skills or system-wide settings.
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 swiftscholar-skill - 安装完成后,直接呼叫该 Skill 的名称或使用
/swiftscholar-skill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
v1.0.0
SwiftScholar Skill 1.0.0 – Initial Release
- Integrates the SwiftScholar HTTP API for searching, submitting, and analyzing academic papers.
- Supports keyword and semantic (vector) search, paper submission via URL or PDF, and batch URL submission.
- Enables retrieval of structured markdown analysis, raw markdown, and guarded PDF download links for papers.
- Allows management of favorites, favorite folders, and paper tags, as well as inspection of usage, parse quotas, and available analysis models.
- Follows strict guidelines for authentication and secure API key handling.
元数据
常见问题
swiftscholar-skill 是什么?
Integrates the SwiftScholar HTTP API for searching, submitting, and analyzing academic papers. Use when the user wants to search literature, submit PDFs/URLs for parsing, retrieve analyses, manage favorites, or inspect SwiftScholar account usage programmatically. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 1114 次。
如何安装 swiftscholar-skill?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install swiftscholar-skill」即可一键安装,无需额外配置。
swiftscholar-skill 是免费的吗?
是的,swiftscholar-skill 完全免费(开源免费),可自由下载、安装和使用。
swiftscholar-skill 支持哪些平台?
swiftscholar-skill 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 swiftscholar-skill?
由 Tokisakix(@tokisakix)开发并维护,当前版本 v1.0.0。
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