AISA Multi Search Engine

When to Use

• Run web search, scholar search, Tavily search and extract, smart search, and Perplexity-style deep research through one AISA skill. Use when: the user needs broad web research, academic search, URL extraction, or multi-source evidence gathering.

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

• Bundle seven search modes behind one AISA API key and one Python client.
• Cover structured web search, academic search, smart hybrid search, Tavily search and extract, Perplexity deep research, and multi-source synthesis.
• Fit research, due diligence, market scanning, and evidence collection workflows.

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

• Use multi-source research to compare agent frameworks released in 2026.
• Search academic papers about multimodal reasoning from 2024 onward.
• Extract the main content from a list of URLs and summarize the overlaps.

Notes

• The shipped Python client is the primary runtime path for ClawHub.