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multi-search

Run multi-source evidence gathering with confidence scoring across web, academic, Tavily, and synthesis layers via AISA. Use when: the user needs a comprehensive answer backed by multiple search sources instead of a single search pass.

skill-install — Terminal

Install via CLI (Recommended)

clawhub install openclaw/skills/skills/bibaofeng/multi-search-aisa
Or

Multi Search

When to Use

  • Run multi-source evidence gathering with confidence scoring across web, academic, Tavily, and synthesis layers via AISA. Use when: the user needs a comprehensive answer backed by multiple search sources instead of a single search pass.

When NOT to Use

  • Do not use this skill for browser-cookie extraction, passwords, Keychain access, or other local sensitive credential access.
  • Prefer a different skill when the user request is outside this skill's domain.

Capabilities

  • Aggregate multiple search sources into one confidence-scored answer.

Quick Start

export AISA_API_KEY="your-key"

Primary Runtime

Use the bundled Python client as the canonical ClawHub runtime path:

python3 scripts/search_client.py

Example Queries

  • Research whether open-source coding agents improved in 2026 and cite multiple sources.

Notes

  • Invoke the Python client with the multi-search mode.

Metadata

Author@bibaofeng
Stars4473
Views0
Updated2026-05-01
View Author Profile
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Add to Configuration

Paste this into your clawhub.json to enable this plugin.

{
  "plugins": {
    "official-bibaofeng-multi-search-aisa": {
      "enabled": true,
      "auto_update": true
    }
  }
}
Safety NoteClawKit audits metadata but not runtime behavior. Use with caution.