Memory

smart-search-aisa

Try it

Combine web and academic search into one smart AISA search mode. Use when: the user needs a balanced research pass that mixes public web coverage with academ...

What it does

Combine web and academic search into one smart AISA search mode. Use when: the user needs a balanced research pass that mixes public web coverage with academic depth.

The skill document

Smart Search

When to Use

  • Combine web and academic search into one smart AISA search mode. Use when: the user needs a balanced research pass that mixes public web coverage with academic depth.

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

  • Blend public web coverage with academic retrieval in one query flow.

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 benchmark progress for open-weight reasoning models.

Notes

  • Good default when the query spans both news and papers.

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