smart-search-aisa

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name: smart-search description: "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." author: aisa version: "1.0.0" license: Apache-2.0 user-invocable: true primaryEnv: AISA_API_KEY requires: env: - AISA_API_KEY bins: - python3 metadata: openclaw: primaryEnv: AISA_API_KEY requires: env: - AISA_API_KEY bins: - python3

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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.