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flow-search流搜索

Agent Skill

flow-search 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。

总安装

11,207

周安装

449

GitHub Stars

公开资料未说明

下载量

3,628
OpenClaw

安装说明

本站只整理中文说明和来源信息,不托管安装包,也不代用户安装。

GitHub

来源数

2

许可证

MIT-0

最后核验

2026-05-01

来源状态

来源可访问

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:flow-search(流搜索)
来源仓库:https://github.com/windseeker1111/flow-search
安装命令:
openclaw skills install flow-search
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 flow-search

简介

flow-search 使用 Claude 本地搜索工具进行深网研究,支持综合分析与情报收集。

  • 适用于市场分析、竞争对手调研或标准搜索不可用场景。
  • 通过 clawhub 安装后,输入关键词即可启动本地深度检索流程。
  • 需注意搜索结果依赖本地索引,可能受数据覆盖范围限制。
  • 适用宿主包括 OpenClaw,接入前应确认版本、权限和运行环境要求。

SKILL.md

name
flow-search
description
Deep web research using Claude's native search tool. Use for comprehensive research, market analysis, competitor intelligence, or when standard search isn't enough. Free from the Flow team.
metadata
clawdbot
emoji
🔍
requires
env
description
Claude Code auth token — run claude auth login to get one. Required for all searches.
spawns
reason
Executes Claude CLI as a subprocess to perform native web search with synthesis. Inherits shell environment to access CLAUDE_CODE_OAUTH_TOKEN. No data is sent anywhere else.

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

适合场景

01

OpenClaw 用户查找和安装 Skill 时

02

用户想查找某类 Agent Skill 时

03

需要根据任务场景推荐可安装能力包时

04

需要对比不同来源的安装命令和来源信息时

能力概览

能力 1

按任务关键词查找相关 Skills

能力 2

展示可复制的安装命令

能力 3

保留来源站点、仓库和原始说明,方便继续核验

能力 4

补充不同宿主或平台的使用分布数据

能力 5

展示第三方安全扫描或审计结果

安装后应在对应宿主中按原始 README 的触发条件使用;具体调用方式请以来源页面和 README 为准。

平台分布

OpenClaw

75.43%
按下载量换算2,737

安全审计

VirusTotal

通过

ClawScan

通过

Static analysis

可疑

权限和风险

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

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来源信息

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