FlowSearch — Deep Web Research via Claude Native Search
/install flow-search
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
claudeprocess that inherits your shell environment to accessCLAUDE_CODE_OAUTH_TOKEN. Review the source (search.ts) before running — it's 150 lines and straightforward.
Prerequisites
- Claude Code CLI — install from claude.ai/code
- Authenticate: run
claude auth login(opens browser) - 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 FlowSearch | Use Brave |
|---|---|
| Market analysis | Quick fact check |
| Competitor deep-dives | Single answer needed |
| Multi-source synthesis | Fast lookup |
| Recent news + context | Basic info |
| "What's the full picture on X?" | "What year was X founded?" |
Environment variables
| Variable | Required | Description |
|---|---|---|
CLAUDE_CODE_OAUTH_TOKEN |
Yes | From claude auth login |
Options
| Flag | Description |
|---|---|
--deep / -d |
Deep research mode (slower, more thorough) |
--help / -h |
Show 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
- 确保已安装 OpenClaw(本地或 Docker 部署)
- 在对话框中输入安装命令:
/install flow-search - 安装完成后,直接呼叫该 Skill 的名称或使用
/flow-search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
FlowSearch — Deep Web Research via Claude Native Search 是什么?
Deep web research using Claude's native search tool. Use for comprehensive research, market analysis, competitor intelligence, or when standard search isn't... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 356 次。
如何安装 FlowSearch — Deep Web Research via Claude Native Search?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install flow-search」即可一键安装,无需额外配置。
FlowSearch — Deep Web Research via Claude Native Search 是免费的吗?
是的,FlowSearch — Deep Web Research via Claude Native Search 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
FlowSearch — Deep Web Research via Claude Native Search 支持哪些平台?
FlowSearch — Deep Web Research via Claude Native Search 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 FlowSearch — Deep Web Research via Claude Native Search?
由 windseeker1111(@windseeker1111)开发并维护,当前版本 v1.2.0。