ClawHub

aisa-multi-search-engine-zh

v1.0.0

通过一个 AISA skill 统一执行网页搜索、学术搜索、Tavily 搜索与抽取、智能搜索和类 Perplexity 深度研究。触发条件：当用户需要网页研究、学术检索、URL 抽取或多源证据汇总时使用。

⭐ 0· 65·0 current·0 all-time
by@bibaofeng

Install

OpenClaw Prompt Flow

Install with OpenClaw

Best for remote or guided setup. Copy the exact prompt, then paste it into OpenClaw for bibaofeng/aisa-multi-search-engine-zh.

Previewing Install & Setup.
Prompt PreviewInstall & Setup
Install the skill "aisa-multi-search-engine-zh" (bibaofeng/aisa-multi-search-engine-zh) from ClawHub.
Skill page: https://clawhub.ai/bibaofeng/aisa-multi-search-engine-zh
Keep the work scoped to this skill only.
After install, inspect the skill metadata and help me finish setup.
Required env vars: AISA_API_KEY
Required binaries: python3
Use only the metadata you can verify from ClawHub; do not invent missing requirements.
Ask before making any broader environment changes.

Command Line

CLI Commands

Use the direct CLI path if you want to install manually and keep every step visible.

OpenClaw CLI

Bare skill slug

openclaw skills install aisa-multi-search-engine-zh

ClawHub CLI

Package manager switcher

npx clawhub@latest install aisa-multi-search-engine-zh
Security Scan
Capability signals
Requires sensitive credentials
These labels describe what authority the skill may exercise. They are separate from suspicious or malicious moderation verdicts.
VirusTotalVirusTotal
Benign
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OpenClawOpenClaw
Benign
high confidence
✓
Purpose & Capability
Name/description match the code and SKILL.md. The skill only requires python3 and an AISA API key, which are appropriate for a client that calls the AISA API endpoints described.
ℹ
Instruction Scope
Runtime instructions and the Python client clearly instruct the agent to call aisa.one endpoints and to POST queries, URL lists, and retrieved results for synthesis. This is expected for the stated purpose, but it means user-provided queries, URLs, and extracted page content are transmitted to the external AISA service. The SKILL.md does not strongly warn about privacy/PII leakage beyond a generic 'don't use for local cookies/passwords.'
✓
Install Mechanism
No install spec; the skill is instruction-only with an included Python script that uses only the stdlib (urllib). No third-party downloads or archives are installed.
✓
Credentials
Only one environment variable (AISA_API_KEY) is required and used. The code does not reference other credentials or unrelated environment variables.
✓
Persistence & Privilege
always is false and the skill is user-invocable. The skill does not request permanent platform-level privileges or attempt to modify other skills' configurations.
Assessment
This skill sends your queries, lists of URLs, and extracted page content to the external AISA API (api.aisa.one) for searching and synthesis. That behavior is expected for its stated purpose, but it can leak sensitive content (private URLs, unpublished text, or PII) to the remote service. Only use it with data you are comfortable sharing with AISA, and protect the AISA_API_KEY (treat it like a secret). If you have strict privacy requirements, avoid sending private URLs or sensitive text, or verify AISA's data retention/privacy policies before use. If the API key is ever exposed, rotate/revoke it immediately.

Like a lobster shell, security has layers — review code before you run it.

Runtime requirements

Binspython3
EnvAISA_API_KEY
Primary envAISA_API_KEY
latestvk97fwvcfv8vdrebwjfba2zkc8n850q6r
65downloads
0stars
1versions
Updated 1w ago
v1.0.0
MIT-0
@bibaofeng
latest
Download

AISA 多源搜索引擎

何时使用

  • 通过一个 AISA skill 统一执行网页搜索、学术搜索、Tavily 搜索与抽取、智能搜索和类 Perplexity 深度研究。触发条件：当用户需要网页研究、学术检索、URL 抽取或多源证据汇总时使用。

不适用场景

  • 当用户明确要本地浏览器 Cookie、密码、Keychain 或其他本地敏感凭据时，不要使用这个 skill。
  • 当问题与该 skill 的主题无关时，优先选择更贴切的 skill。

核心能力

  • 通过一个 AISA API Key 和一个 Python 客户端统一封装七种搜索模式。
  • 覆盖结构化网页搜索、学术搜索、智能混合搜索、Tavily 搜索与抽取、Perplexity 深度研究以及多源综合。
  • 适合研究、尽调、市场扫描和证据收集场景。

快速开始

export AISA_API_KEY="your-key"

运行方式

首选运行路径是仓库内置的 Python 客户端：

python3 scripts/search_client.py

示例请求

  • 用多源研究比较 2026 年发布的 agent 框架。
  • 检索 2024 年以来关于多模态推理的学术论文。
  • 抽取一组 URL 的正文并总结重合结论。

说明

  • 在 ClawHub 场景下，内置 Python 客户端是主要运行入口。

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