multi-search-aisa

核心功能：通过AISA整合网页、学术、Tavily等多源搜索资源，生成带置信度评分的综合答案。典型场景：适用于需要多来源支撑的全面解答需求，如研究特定主题并需引用多源证据的场景。输入为用户查询请求，输出为整合多源信息的带置信度的结构化答案。需配置AISA_API_KEY使用，不可用于敏感凭证提取类操作。

bibaofeng

热度 34.34

最近更新 2026-05-11 17:43:59

分类：搜索依赖：代码执行 / 第三方 API应用场景：研究

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add multi-search-aisa

Metadata

name: multi-search
description: 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.
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"]}}}

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.