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FlowSearch — Deep Web Research via Claude Native Search

Deep web research using Claude's native search tool. Use for comprehensive research, market analysis, competitor intelligence, or when standard search isn't...
使用 Claude 原生搜索工具进行深度网络研究。适用于全面研究、市场分析、竞品情报或标准搜索不足的场景。
windseeker1111
数据分析 clawhub v1.2.0 2 版本 100000 Key: 需要
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#latest#research#search

概述

FlowSearch — Deep Web Research

Free deep research powered by Claude Max subscription.

Stop getting shallow answers. FlowSearch uses Claude's native search to go wide and deep — pulling from multiple sources, synthesizing conflicting information, and giving you the kind of answer a thorough analyst would write, not a one-liner.

How it works

FlowSearch spawns Claude CLI as a subprocess with your CLAUDE_CODE_OAUTH_TOKEN. Claude performs multi-source web search, synthesizes the results, and returns a structured report. No data is sent to third-party APIs — it's just Claude doing what Claude does best.

> Security note: This skill spawns a claude process that inherits your shell environment to access CLAUDE_CODE_OAUTH_TOKEN. Review the source (search.ts) before running — it's 150 lines and straightforward.

Prerequisites

  1. Claude Code CLI — install from claude.ai/code
  2. Authenticate: run claude auth login (opens browser)
  3. Claude Max subscription recommended for best results (more search depth)

Installation

npx clawhub@latest install flow-search
cd ~/.openclaw/skills/flow-search
npm install

Usage

Quick search (15–30s)

npx tsx search.ts "Kling AI pricing 2026"

Deep research (60–180s)

npx tsx search.ts --deep "AI video generation competitive landscape"

In your own skills or agents

import { claudeSearch, claudeResearch } from "./search.ts";

// Quick answer with sources
const result = await claudeSearch("What is Kling AI pricing?");
if (result.success) console.log(result.answer);

// Deep research with guiding questions
const report = await claudeResearch("AI video market 2026", [
  "Who are the top 5 players and their pricing?",
  "What's the total addressable market?",
  "Which companies raised funding in the last 6 months?"
]);

Output format

Quick search returns a direct answer with cited sources.

Deep research (--deep) returns a full structured report:

## Summary
2–3 sentence overview of findings.

## Key Findings
- Specific fact with source
- Specific fact with source
- ...

## Details
Full analysis with context.

## Sources
- [Publication Name](https://url)

When to use FlowSearch vs Brave Search

Use FlowSearchUse Brave
---------------------------
Market analysisQuick fact check
Competitor deep-divesSingle answer needed
Multi-source synthesisFast lookup
Recent news + contextBasic info
"What's the full picture on X?""What year was X founded?"

Environment variables

VariableRequiredDescription
---------------------------------
CLAUDE_CODE_OAUTH_TOKENYesFrom claude auth login

Options

FlagDescription
-------------------
--deep / -dDeep research mode (slower, more thorough)
--help / -hShow usage

Integration example — use inside another OpenClaw skill

// In your skill's handler
import { claudeResearch } from "~/.openclaw/skills/flow-search/search.ts";

const intel = await claudeResearch(`Competitor analysis: ${companyName}`, [
  "What are their pricing tiers?",
  "Who are their target customers?",
  "What are their main weaknesses?"
]);

if (intel.success) {
  // Pass intel.answer to your LLM or store it
}

Timeouts

  • Quick search: 2 minutes max
  • Deep research: 3 minutes max

About

Built by the Flow team. Free, MIT-0 licensed — use it, fork it, build on it.

Other Flow skills: FlowCrawl · FlowConcierge · FlowForge

版本历史

共 2 个版本

  • v1.2.0 当前
    2026-05-01 08:08 安全 安全
  • v1.1.0
    2026-03-30 23:25 安全

安全检测

腾讯云安全 (Keen)

安全,无风险
查看报告

腾讯云安全 (Sanbu)

安全,无风险
查看报告

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