multi-search-aisa

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.

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.