ClawHub

smart-search-zh

v1.0.0

把网页搜索与学术搜索组合成一个智能 AISA 搜索模式。触发条件：当用户需要兼顾公开网页覆盖与学术深度的平衡检索时使用。

⭐ 0· 64·0 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/smart-search-zh.

Previewing Install & Setup.
Prompt PreviewInstall & Setup
Install the skill "smart-search-zh" (bibaofeng/smart-search-zh) from ClawHub.
Skill page: https://clawhub.ai/bibaofeng/smart-search-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 smart-search-zh

ClawHub CLI

Package manager switcher

npx clawhub@latest install smart-search-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
View report →
OpenClawOpenClaw
Benign
high confidence
✓
Purpose & Capability
Name/description (mixed web + academic search) matches the included Python client and the declared requirement of AISA_API_KEY; required binary (python3) is appropriate for running the provided script.
ℹ
Instruction Scope
SKILL.md and the script explicitly instruct running the included Python client which issues network requests to AISA endpoints. The script sends queries and any user-supplied URLs to the remote AISA service (e.g., /tavily/extract), which is necessary for the described functionality but means user-provided content/URLs are transmitted externally—avoid sending sensitive local data or private URLs.
✓
Install Mechanism
No install spec; this is an instruction-only skill with an included Python script. Nothing is downloaded or installed during installation, so there is no remote install risk from untrusted URLs.
ℹ
Credentials
Only a single credential is requested (AISA_API_KEY), which aligns with the remote API usage. This is proportionate, but granting the API key gives the remote service the ability to act on behalf of queries and to receive any payloads you send (including posted URLs/content).
✓
Persistence & Privilege
always is false, the skill does not request elevated persistence or modify other skills or system settings. It can be invoked by the agent normally but has no special persistent privileges.
Assessment
This skill appears to do what it says: it runs a local Python client that sends queries (and any URLs you pass) to the AISA API. Before installing or using it: 1) Only provide the AISA_API_KEY if you trust https://aisa.one and want queries routed through that service; 2) Do not use this skill to process sensitive local files, private pages behind authentication, or secrets—the script will transmit URLs/content to the remote API; 3) If you need higher assurance, inspect the full script yourself (scripts/search_client.py) or run it in an isolated environment; 4) Consider creating/rotating an API key with limited scope and monitor its usage; 5) Optionally verify the upstream GitHub repo referenced in _meta.json to confirm provenance.

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

Runtime requirements

Binspython3
EnvAISA_API_KEY
Primary envAISA_API_KEY
latestvk970hyjndqjfvr7ex8b3pfk9918509fj
64downloads
0stars
1versions
Updated 1w ago
v1.0.0
MIT-0
@bibaofeng
latest
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智能混合搜索

何时使用

  • 把网页搜索与学术搜索组合成一个智能 AISA 搜索模式。触发条件：当用户需要兼顾公开网页覆盖与学术深度的平衡检索时使用。

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

  • 在一次查询流程里同时结合网页覆盖和学术检索。

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

  • 研究开放权重推理模型的基准进展。

说明

  • 当问题同时涉及新闻与论文时，这是很好的默认选择。

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