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Agent Skill · 研究检索

unsearch(unsearch 搜索)

unsearch 用于处理浏览器自动化、网页检查和页面信息提取,适合在 OpenClaw 中需要让 Agent 打开页面、读取网页或验证前端流程时使用。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。

unsearch 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 4,590。

总安装 31,188周安装 1,326GitHub Stars 公开资料未说明下载 10,926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
1.0.0

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:unsearch(unsearch 搜索)
来源仓库:https://github.com/rakesh1002/unsearch
安装命令:
openclaw skills install unsearch
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 unsearch

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。

使用 UnSearch API 搜索网络、抓取内容并进行深入研究。当用户需要实时 Web 搜索结果、从 URL 中提取内容、事实验证或多源研究以用于 AI 代理、RAG 管道或 LLM 应用程序时使用。

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 unsearch;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

unsearch 怎么安装?

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

unsearch 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。

unsearch 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。

unsearch 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。

unsearch 用的人多吗?

公开数据是累计安装 31,188 次,近一周安装 1,326 次,下载 10,926 次。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。

unsearch 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
unsearch

unsearch 搜索 · 本页

31,188—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
unsearch
version
1.0.0
description
Search the web, scrape content, and conduct deep research using the UnSearch API. Use when the user needs real-time web search results, content extraction from URLs, fact verification, or multi-source research for AI agents, RAG pipelines, or LLM applications.
metadata
{"openclaw":{"emoji":"🔍","homepage":"https://unsearch.dev","primaryEnv":"UNSEARCH_API_KEY","requires":{"env":["UNSEARCH_API_KEY"]}}}

UnSearch Web Search Skill

Search the web, extract content, verify facts, and conduct deep research using the UnSearch API—an open-source Tavily/Exa alternative.

Quick Start

Set your API key:

export UNSEARCH_API_KEY="uns_your_api_key"

Get a free API key at https://unsearch.dev (5,000 queries/month free).

API Endpoints

Base URL: https://api.unsearch.dev/api/v1

All requests require header: X-API-Key: $UNSEARCH_API_KEY


1. Web Search

Search the web with optional content scraping.

curl -X POST "https://api.unsearch.dev/api/v1/search" \
  -H "X-API-Key: $UNSEARCH_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "query": "your search query",
    "engines": ["google", "bing", "duckduckgo"],
    "max_results": 10,
    "scrape_content": true
  }'

Key Parameters

ParameterTypeDefaultDescription
querystringrequiredSearch query (1-500 chars)
enginesstring[]["google","bing","duckduckgo"]Search engines
max_resultsinteger10Results to return (1-100)
scrape_contentbooleantrueExtract full page content
languagestring"en"ISO 639-1 language code

Response

{
  "results": [
    {
      "title": "Page Title",
      "url": "https://example.com",
      "snippet": "Search result snippet...",
      "scraped_content": {
        "text": "Full page content...",
        "word_count": 2500
      }
    }
  ],
  "processing_time_ms": 1500
}

2. Agent Search (Tavily-Compatible)

AI-optimized search with optional answer generation.

curl -X POST "https://api.unsearch.dev/api/v1/agent/search" \
  -H "X-API-Key: $UNSEARCH_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "query": "What is machine learning?",
    "include_answer": true,
    "max_results": 5,
    "search_depth": "basic"
  }'

Key Parameters

ParameterTypeDefaultDescription
querystringrequiredSearch query
include_answerbool/stringfalseGenerate AI answer (true, "basic", "advanced", "production")
search_depthstring"basic"basic, advanced, fast
max_resultsinteger5Results (1-20)
include_raw_contentbooleanfalseInclude full page content
include_domainsstring[]nullOnly search these domains
exclude_domainsstring[]nullExclude these domains

Response

{
  "query": "What is machine learning?",
  "answer": "Machine learning is a subset of AI...",
  "results": [
    {
      "title": "Machine Learning - Wikipedia",
      "url": "https://en.wikipedia.org/wiki/Machine_learning",
      "content": "Machine learning is a branch of AI...",
      "score": 0.95
    }
  ],
  "response_time": 1.25
}

3. Content Extraction

Extract content from specific URLs.

curl -X POST "https://api.unsearch.dev/api/v1/agent/extract" \
  -H "X-API-Key: $UNSEARCH_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "urls": ["https://example.com/article"],
    "extract_depth": "basic"
  }'

Response

{
  "results": [
    {
      "url": "https://example.com/article",
      "raw_content": "Full article text...",
      "failed": false
    }
  ]
}

4. Deep Research

Multi-source research with AI synthesis.

curl -X POST "https://api.unsearch.dev/api/v1/agent/research" \
  -H "X-API-Key: $UNSEARCH_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "query": "Impact of AI on healthcare",
    "depth": "deep",
    "max_sources": 15,
    "include_analysis": true
  }'

Depth Levels

DepthSourcesUse Case
quick3-5Fast overview
standard5-10Balanced research
deep10-20Thorough analysis
comprehensive20-30Expert-level

Response

{
  "executive_summary": "AI is transforming healthcare...",
  "key_findings": ["AI diagnostics show 95% accuracy..."],
  "sources": [...],
  "model_used": "qwq-32b"
}

5. Fact Verification

Verify claims against multiple sources.

curl -X POST "https://api.unsearch.dev/api/v1/verify/claim" \
  -H "X-API-Key: $UNSEARCH_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "claim": "GPT-4 was released in March 2023",
    "depth": "thorough"
  }'

Response

{
  "verdict": "true",
  "confidence": 95,
  "summary": "GPT-4 was released March 14, 2023.",
  "supporting_evidence": [...],
  "sources_checked": 12
}

Verdict values: true, false, partially_true, misleading, unverifiable


Python Examples

import httpx
import os

API_KEY = os.environ["UNSEARCH_API_KEY"]
BASE_URL = "https://api.unsearch.dev/api/v1"

async def search(query: str, scrape: bool = False):
    async with httpx.AsyncClient() as client:
        response = await client.post(
            f"{BASE_URL}/search",
            headers={"X-API-Key": API_KEY},
            json={
                "query": query,
                "max_results": 10,
                "scrape_content": scrape
            }
        )
        return response.json()

async def agent_search(query: str, include_answer: bool = True):
    async with httpx.AsyncClient() as client:
        response = await client.post(
            f"{BASE_URL}/agent/search",
            headers={"X-API-Key": API_KEY},
            json={
                "query": query,
                "include_answer": include_answer,
                "max_results": 5
            }
        )
        return response.json()

async def extract_urls(urls: list[str]):
    async with httpx.AsyncClient() as client:
        response = await client.post(
            f"{BASE_URL}/agent/extract",
            headers={"X-API-Key": API_KEY},
            json={"urls": urls}
        )
        return response.json()

JavaScript Examples

const API_KEY = process.env.UNSEARCH_API_KEY;
const BASE_URL = "https://api.unsearch.dev/api/v1";

async function search(query, scrapeContent = false) {
  const response = await fetch(`${BASE_URL}/search`, {
    method: "POST",
    headers: {
      "X-API-Key": API_KEY,
      "Content-Type": "application/json"
    },
    body: JSON.stringify({
      query,
      max_results: 10,
      scrape_content: scrapeContent
    })
  });
  return response.json();
}

async function agentSearch(query, includeAnswer = true) {
  const response = await fetch(`${BASE_URL}/agent/search`, {
    method: "POST",
    headers: {
      "X-API-Key": API_KEY,
      "Content-Type": "application/json"
    },
    body: JSON.stringify({
      query,
      include_answer: includeAnswer,
      max_results: 5
    })
  });
  return response.json();
}

Rate Limits

PlanQueries/MonthRate Limit
Free5,00010/min
Pro25,00060/min
Growth100,000200/min
Scale500,0001,000/min

Rate limit headers in response:

  • X-RateLimit-Remaining: Requests left
  • X-RateLimit-Reset: Reset timestamp

Privacy Mode

For sensitive queries, enable zero-retention:

curl -X POST "https://api.unsearch.dev/api/v1/search" \
  -H "X-API-Key: $UNSEARCH_API_KEY" \
  -H "X-Zero-Retention: true" \
  -H "Content-Type: application/json" \
  -d '{"query": "sensitive query"}'

Error Handling

CodeDescription
401Invalid API key
429Rate limited (check Retry-After header)
422Validation error
500Server error

Additional Resources

  • Documentation: https://docs.unsearch.dev
  • API Reference: https://docs.unsearch.dev/api
  • Self-hosting: https://github.com/unsearch-org/unsearch
  • Get API Key: https://unsearch.dev

平台分布

OpenClaw

80.02%
按下载量换算8,743

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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