Web Search Skill

SkillWeb & browsing

Search the web for information using Playwright browser automation. Use when the user asks to find, look up, or research something online.

Then ask your AI: use the Web Search Skill

Details

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Add it as a step in a pipeline you build on Ahel, or connect Ahel to Claude, ChatGPT, Cursor, Claude Code or Codex and ask your AI to use it.

What this skill tells your AI

The instructions your AI receives, as published by aymenfurter/polyclaw in skills/web-search/SKILL.md and read by Ahel’s review.

Use the Playwright MCP browser tools to search the web.

Steps

  1. Navigate to https://www.google.com/search?q=<URL-encoded query>
  2. Wait for results to load
  3. Extract the top 5 result titles, URLs, and snippets
  4. If the user needs more detail, click into the most relevant result and extract key content
  5. Summarize findings concisely with source links

Tips

  • For news queries, add &tbm=nws to the Google URL
  • For recent results, add &tbs=qdr:d (past day) or &tbs=qdr:w (past week)
  • Always cite sources with URLs
  • If Google blocks you, try DuckDuckGo: https://duckduckgo.com/?q=<query>

Signals

GitHub stars
87
Forks
19
Last commit
Apr 2026
Advanced
Item type
skill
Key
web-search-aymenfurter
Source
github.com/aymenfurter/polyclaw