AI Search Hub

SkillWeb & browsing

Run the AI Search Hub browser automation scripts for Yuanbao, LongCat, Doubao, Qwen, Gemini, Grok, and MiniMax. Use this skill when the user wants to ask one of those sites a prompt, auto-start or attach to a Chrome DevTools session on port 9222, seed an isolated debug browser profile from the user's local browser data, detect whether login is required, wait for the user to finish logging in if needed, and then continue automatically.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the AI Search Hub skill

What this skill tells your AI

The instructions your AI receives, as published by minsight-ai-info/ai-search-hub in SKILL.md and read by ahel’s review.

Use this skill only for this repository's AI Search Hub browser automation scripts:

  • scripts/yuanbao_playwright.py
  • scripts/longcat_playwright.py
  • scripts/doubao_playwright.py
  • scripts/qwen_playwright.py
  • scripts/gemini_playwright.py
  • scripts/grok_playwright.py
  • scripts/minimaxi_playwright.py

When To Use

Use this skill when the user asks to:

  • run one of the supported chat sites from this repo
  • normalize invocation across the three scripts
  • auto-start a debug Chromium-family browser session
  • detect whether 127.0.0.1:9222 is available
  • prompt for login if the target site is not logged in, then continue automatically
  • seed an isolated debug profile from the user's local browser data

Installation

Before first use, ensure dependencies are installed. See INSTALL.md for the complete setup sequence:

  1. Python 3.10+ with pip
  2. pip install playwright
  3. playwright install chromium

The wrapper auto-detects Chrome/Edge/Brave/Chromium on macOS, Linux, and Windows.

Routing Strategy

Do not send every question to every platform. Analyze the question first, then route to the platform(s) whose underlying data world is most likely to contain the best answer.

See ROUTING.md for the full decision framework. Quick reference:

Question TypeRecommended SiteParent Company
Twitter / X / real-time socialgrokxAI
Google / global webgeminiGoogle
微信公众号 / WeChat contentyuanbao腾讯
抖音 / 头条 / ByteDance trendsdoubao字节跳动
美团 / 大众点评 / 本地生活longcat美团
淘宝 / 阿里 / 通用中文qwen阿里巴巴
用户明确要求 MiniMax / MiniMax AgentminimaxiMiniMax

How To Run

Run the bundled wrapper script instead of calling the site script directly:

python3 scripts/run_web_chat.py --site doubao --prompt "Give me a short Hangzhou food guide."

Key arguments:

  • --site yuanbao|longcat|doubao|qwen|gemini|grok|minimaxi
  • --prompt "..." required
  • --repo-root <path> if the current working directory is not the repo root
  • --cdp-http http://127.0.0.1:9222 to reuse an existing DevTools endpoint
  • --browser-path <path> to force a specific Chromium-family browser binary
  • --debug-profile-dir <path> to control the isolated debug profile location
  • --user-data-source <path> to force a specific source browser user-data-dir
  • --output <path> to control the destination file

Workflow

The wrapper script is the low-freedom path and should be preferred over hand-rolling the sequence.

It does the following:

  1. Finds the repo root and target site script.
  2. Reuses --cdp-http if 9222 is already listening.
  3. Otherwise seeds an isolated Chromium-family debug profile from the user's source browser data and starts the browser with a remote-debugging port, opening the requested site directly instead of leaving a separate about:blank startup tab behind.
  4. For legacy sites (yuanbao, longcat, doubao), opens the target site and checks for login UI before dispatching the site-specific script.
  5. For generic sites (qwen, gemini, grok, minimaxi), opens the target site, enters the prompt, and waits for a reply.
  6. If the site requires login or produces no usable reply because login is required, prints a prompt and waits until login completes, then continues automatically.
  7. Invokes the matching site script with standardized flags and the resolved --cdp-url.
  8. Reuses the single startup page when possible so the browser does not keep an extra blank tab, and prefers DOM-side text entry over keyboard typing to reduce accidental interference from the user working elsewhere.

Site Notes

  • doubao: requires a logged-in session. The visitor page usually does not answer prompts.
  • yuanbao: login may appear as a modal with QQ, WeChat, or last-login buttons even when the page shell is visible.
  • longcat: the wrapper prefers a new chat before sending unless --no-new-chat is requested downstream.
  • qwen, gemini, grok, minimaxi: each has its own Playwright entry script backed by a shared site-chat core. gemini first targets the visible composer and attempts the send once before falling back to the login-wait loop, because the landing page exposes a real textbox even when the account is not yet in a usable chat state.

Constraints

  • Prefer headed Chromium browsers for login-recovery flows. Headless mode only makes sense when the copied debug profile is already logged in.
  • Do not kill the user's normal browser session unless the user explicitly asks for that.
  • The wrapper copies browser data into an isolated debug profile and skips lock files, so the user's normal browser can stay open.
  • The wrapper bypasses Python proxy settings for local DevTools requests because http://127.0.0.1:9222/json/version may otherwise return a false 502.

Signals

GitHub stars
1k
Forks
109
Last commit
Apr 2026
Advanced
Catalog kind
skill
Gateway key
ai-search-hub
Source
github.com/minsight-ai-info/ai-search-hub