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Agent Skill · 研究检索

jina-ai(吉娜艾)

jina-ai 用于查找、检索和筛选相关信息,适合在 OpenClaw 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

jina-ai 是研究检索类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为接触敏感数据;许可证为 MIT-0,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 2,531。

总安装 59,340周安装 2,448GitHub Stars 6下载 19,388核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
MIT-0
版本
1.0.6

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:jina-ai(吉娜艾)
来源仓库:https://github.com/adhishthite/jina-ai
安装命令:
openclaw skills install jina-ai
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 OpenClaw 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

ClawHubOpenClaw
openclaw skills install jina-ai

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

通过 Jina AI API 进行网络阅读和搜索。从 URL (r.jina.ai)、网络搜索 (s.jina.ai) 或深度多步骤研究 (DeepSearch) 获取干净的降价。

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 OpenClaw;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 openclaw skills install jina-ai;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要接触敏感数据,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

jina-ai 怎么安装?

在终端执行 openclaw skills install jina-ai。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

jina-ai 支持哪些 AI 工具?

公开资料标注支持 OpenClaw。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

jina-ai 需要什么权限?

权限级别是接触敏感数据。该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

jina-ai 是免费的吗?

来源标注的许可证是 MIT-0。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

jina-ai 用的人多吗?

公开数据是累计安装 59,340 次,近一周安装 2,448 次,下载 19,388 次,GitHub 6 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

jina-ai 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 专注 OpenClaw 一种宿主,触发方式和使用习惯不用来回切换。
  • 许可证明确为 MIT-0,商用和分发边界好判断。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 需要接触敏感数据,装到常用环境前要先评估影响面。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 OpenClaw,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。
  • 需要许可证清楚、并且有第三方扫描结果的团队项目。

不太适合

  • 环境里有大量密钥、凭证,不方便给第三方 Skill 读取的人。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
jina-ai

吉娜艾 · 本页

59,3406接触敏感数据MIT-0通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

name
jina
description
Web reading and searching via Jina AI APIs. Fetch clean markdown from URLs (r.jina.ai), web search (s.jina.ai), or deep multi-step research (DeepSearch).
homepage
https://github.com/adhishthite/jina-ai-skill
metadata

Jina AI — Reader, Search & DeepSearch

Web reading and search powered by Jina AI. Requires JINA_API_KEY environment variable.

Trust & Privacy: By using this skill, URLs and queries are transmitted to Jina AI (jina.ai). Only install if you trust Jina with your data.
Model Invocation: This skill may be invoked autonomously by the model without explicit user trigger (standard for integration skills). If you prefer manual-only invocation, disable model invocation in your OpenClaw skill settings.

Get your API key: https://jina.ai/ → Dashboard → API Keys

External Endpoints

This skill makes HTTP requests to the following external endpoints only:

EndpointURL PatternPurpose
Reader APIhttps://r.jina.ai/{url}Sends URL content request to Jina for conversion to markdown
Search APIhttps://s.jina.ai/{query}Sends search query to Jina for web search results
DeepSearch APIhttps://deepsearch.jina.ai/v1/chat/completionsSends research question to Jina for multi-step research

No other external network calls are made by this skill.

Security & Privacy

  • Authentication: Only your JINA_API_KEY is transmitted to Jina's servers (via Authorization header)
  • Data sent: URLs and search queries you provide are sent to Jina's servers for processing
  • Local files: No local files are read or transmitted by this skill
  • Local storage: No data is stored locally beyond stdout output
  • Environment access: Scripts only access the JINA_API_KEY environment variable; no other env vars are read
  • Cookies: Cookies are not forwarded by default; the X-Set-Cookie header is available for authenticated content but is opt-in only

Endpoints

EndpointBase URLPurpose
Readerhttps://r.jina.ai/{url}Convert any URL → clean markdown
Searchhttps://s.jina.ai/{query}Web search with LLM-friendly results
DeepSearchhttps://deepsearch.jina.ai/v1/chat/completionsMulti-step research agent

All endpoints accept Authorization: Bearer $JINA_API_KEY.


Reader API (r.jina.ai)

Fetches any URL and returns clean, LLM-friendly content. Works with web pages, PDFs, and JS-heavy sites.

Basic Usage

# Plain text output
curl -s "https://r.jina.ai/https://example.com" \
  -H "Authorization: Bearer $JINA_API_KEY" \
  -H "Accept: text/plain"

# JSON output (includes url, title, content, timestamp)
curl -s "https://r.jina.ai/https://example.com" \
  -H "Authorization: Bearer $JINA_API_KEY" \
  -H "Accept: application/json"

Or use the helper script: scripts/jina-reader.sh <url> [--json]

Parameters (via headers or query params)

Content Control
HeaderQuery ParamValuesDefaultDescription
X-Respond-WithrespondWithcontent, markdown, html, text, screenshot, pageshot, vlm, readerlm-v2contentOutput format
X-Retain-ImagesretainImagesnone, all, alt, all_p, alt_pallImage handling
X-Retain-LinksretainLinksnone, all, text, gpt-ossallLink handling
X-With-Generated-AltwithGeneratedAlttrue/falsefalseAuto-caption images
X-With-Links-SummarywithLinksSummarytrue-Append links section
X-With-Images-SummarywithImagesSummarytrue/falsefalseAppend images section
X-Token-BudgettokenBudgetnumber-Max tokens for response
CSS Selectors
HeaderQuery ParamDescription
X-Target-SelectortargetSelectorOnly extract matching elements
X-Wait-For-SelectorwaitForSelectorWait for elements before extracting
X-Remove-SelectorremoveSelectorRemove elements before extraction
Browser & Network
HeaderQuery ParamDescription
X-TimeouttimeoutPage load timeout (1-180s)
X-Respond-TimingrespondTimingWhen page is "ready" (html, network-idle, etc.)
X-No-CachenoCacheBypass cached content
X-ProxyproxyCountry code or auto for proxy
X-Set-CookiesetCookiesForward cookies for authenticated content

Common Patterns

# Extract main content, remove navigation elements
curl -s "https://r.jina.ai/https://example.com/article" \
  -H "Authorization: Bearer $JINA_API_KEY" \
  -H "X-Retain-Images: none" \
  -H "X-Remove-Selector: nav, footer, .sidebar, .ads" \
  -H "Accept: text/plain"

# Extract specific section
curl -s "https://r.jina.ai/https://example.com" \
  -H "Authorization: Bearer $JINA_API_KEY" \
  -H "X-Target-Selector: article.main-content"

# Parse a PDF
curl -s "https://r.jina.ai/https://example.com/paper.pdf" \
  -H "Authorization: Bearer $JINA_API_KEY" \
  -H "Accept: text/plain"

# Wait for dynamic content
curl -s "https://r.jina.ai/https://spa-app.com" \
  -H "Authorization: Bearer $JINA_API_KEY" \
  -H "X-Wait-For-Selector: .loaded-content" \
  -H "X-Respond-Timing: network-idle"

Search API (s.jina.ai)

Web search returning LLM-friendly results with full page content.

Basic Usage

# Plain text
curl -s "https://s.jina.ai/your+search+query" \
  -H "Authorization: Bearer $JINA_API_KEY" \
  -H "Accept: text/plain"

# JSON
curl -s "https://s.jina.ai/your+search+query" \
  -H "Authorization: Bearer $JINA_API_KEY" \
  -H "Accept: application/json"

Or use the helper script: scripts/jina-search.sh "<query>" [--json]

Search Parameters

ParamValuesDescription
sitedomainLimit to specific site
typeweb, images, newsSearch type
num / count0-20Number of results
glcountry codeGeo-location (e.g. us, in)
filetypeextensionFilter by file type
intitlestringMust appear in title

All Reader parameters also work on search results.

Common Patterns

# Site-scoped search
curl -s "https://s.jina.ai/OpenAI+GPT-5?site=reddit.com" \
  -H "Authorization: Bearer $JINA_API_KEY" \
  -H "Accept: text/plain"

# News search
curl -s "https://s.jina.ai/latest+AI+news?type=news&num=5" \
  -H "Authorization: Bearer $JINA_API_KEY" \
  -H "Accept: application/json"

# Search for PDFs
curl -s "https://s.jina.ai/machine+learning+survey?filetype=pdf&num=5" \
  -H "Authorization: Bearer $JINA_API_KEY"

DeepSearch

Multi-step research agent that combines search + reading + reasoning. OpenAI-compatible chat completions API.

curl -s "https://deepsearch.jina.ai/v1/chat/completions" \
  -H "Authorization: Bearer $JINA_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "jina-deepsearch-v1",
    "messages": [{"role": "user", "content": "Your research question here"}],
    "stream": false
  }'

Or use the helper script: scripts/jina-deepsearch.sh "<question>"

Use for complex research requiring multiple sources and reasoning chains.


Helper Scripts

ScriptPurpose
scripts/jina-reader.shRead any URL as markdown
scripts/jina-search.shWeb search
scripts/jina-deepsearch.shDeep multi-step research
scripts/jina-reader.pyPython reader (no deps beyond stdlib)

Rate Limits

  • Free (no key): 20 RPM
  • With API key: Higher limits, token-based pricing

API Docs

  • Reader: https://jina.ai/reader
  • Search: https://s.jina.ai/docs
  • OpenAPI specs: https://r.jina.ai/openapi.json | https://s.jina.ai/openapi.json

When to Use

NeedUse
Fetch a URL as markdownReader — better than web_fetch for JS-heavy sites
Web searchSearch — LLM-friendly results
Complex multi-source researchDeepSearch
Parse a PDF from URLReader — pass PDF URL directly
Screenshot a pageReader with X-Respond-With: screenshot
Extract structured dataReader with jsonSchema param

平台分布

OpenClaw

79.76%
按下载量换算15,464

安全审计

VirusTotal

通过

ClawScan

通过

Static analysis

未展示

权限和风险

接触敏感数据

该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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