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1. Install

npx autosearch-ai              # one-shot install + init
# OR, if you already have the Python CLI on PATH:
autosearch init
init is an explicit step, not an npm postinstall hook. AutoSearch avoids running lifecycle scripts during npm install because automatic install-time execution is a known supply-chain risk. Plain npm install -g autosearch-ai installs the wrapper but does not run init — use npx autosearch-ai for the one-shot flow. The explicit init step configures the MCP server. You should see: 
✅ Python 3.12+              [OK]
✅ claude_code               [Detected]
✅ MCP server                [Config written]
✅ Search channels           [32/39 ready]

+--------------------------------------------+
|  You are all set!                           |
|  Run: autosearch doctor — channel status    |
|  Run: autosearch login xhs — Chinese media  |
+--------------------------------------------+

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2. Open Claude Code

Restart Claude Code (or run /mcp to reload). AutoSearch tools will appear automatically. Ask Claude: 
Search arxiv for "transformer long-context 2026" and summarize the top findings.
Claude will call run_clarify → delegate_subtask → consolidate_research automatically.

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4. Deep research

For longer research sessions: 
Research the current state of open-source LLM inference optimization.
Use AutoSearch to search academic and developer sources, then give me a structured report.
AutoSearch handles multi-round searching, gap detection, and result deduplication.

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5. Check channel status

autosearch doctor
To unlock Chinese social media channels (Xiaohongshu, Weibo, Douyin, etc.): 
autosearch login xhs
autosearch configure TIKHUB_API_KEY <your-key>
See the full install guide for all options.