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在 OpenClaw 中安装
/install multi-search-zh
功能描述
通过 AISA 在网页、学术、Tavily 与综合分析层做多源证据搜索，并输出置信度。触发条件：当用户需要由多个搜索来源支撑的综合结论，而不是一次单点搜索时使用。
安全使用建议
This skill does what it says: it runs a Python client that queries AISA endpoints and synthesizes multi-source results. Before installing, consider: (1) Any page content or URLs you ask it to extract will be sent to AISA's API for synthesis — don't provide sensitive, private, or proprietary documents. (2) Verify you trust the AISA service (https://aisa.one) and its privacy policy because aggregated results and extracted content are transmitted there. (3) Confirm the skill origin if provenance matters (the included _meta.json references a GitHub repo owner different from the registry owner). (4) Use a scoped/rotatable API key and test with non-sensitive queries first. If you need strict on-device or privacy-preserving searches, prefer a skill that operates locally or to an endpoint you control.
功能分析
Type: OpenClaw Skill
Name: multi-search-zh
Version: 1.0.0
The skill is a legitimate multi-source search tool designed to aggregate results from web, academic, and specialized search engines via the AIsa API (api.aisa.one). The Python client (scripts/search_client.py) is well-structured, using standard libraries for network requests and parallel execution without any signs of obfuscation, data exfiltration, or command injection. Notably, the SKILL.md instructions include explicit safety constraints advising the agent not to use the tool for accessing local sensitive credentials like cookies or passwords.
能力标签
能力评估
Purpose & Capability
Name/description (multi-source search with confidence scoring) match the included Python client and SKILL.md. Required items are python3 and AISA_API_KEY, which are appropriate and expected for calling the AISA service. No unrelated credentials, binaries, or config paths are requested. Note: _meta.json points to a GitHub repo owner (0xjordansg-yolo) that differs from the registry owner ID; this is likely a provenance note but worth verifying if origin trust matters to you.
Instruction Scope
SKILL.md instructs the agent to run the included Python client, which only reads AISA_API_KEY and performs POST requests to AISA endpoints. However, the client collects search results and (for synthesis) POSTs the aggregated results (including extracted raw content) to AISA's /scholar/explain endpoint — so any retrieved or user-provided page content will be transmitted to the remote AISA service. SKILL.md does not explicitly warn that page content or provided URLs will be uploaded; avoid supplying sensitive or proprietary content if you install this skill.
Install Mechanism
No install spec; instruction-only with an included Python script. The script uses only Python stdlib modules (urllib, concurrent.futures, etc.), so there is no additional install/download of third-party packages or remote archives. Requiring python3 is proportionate.
Credentials
Only AISA_API_KEY is declared and used as the primary credential. That is proportional to the skill's purpose. The code does not read other environment variables or request unrelated secrets.
Persistence & Privilege
Skill is user-invocable, not always-included, and does not request elevated platform privileges or modify other skills' config. disable-model-invocation is false (normal). The skill does not persist new credentials or change system-wide settings.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install multi-search-zh - 安装完成后，直接呼叫该 Skill 的名称或使用
/multi-search-zh触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v1.0.0
Initial release: Multi-source web, academic, and Tavily evidence search, returning confidence levels.
- Aggregates answers from multiple sources for comprehensive, confidence-rated conclusions.
- Designed for scenarios needing synthesis across several search platforms.
- Can be invoked by users; requires setting the AISA_API_KEY environment variable.
- Operates via the included Python client in multi-search mode.
元数据
常见问题
multi-search-zh 是什么？
通过 AISA 在网页、学术、Tavily 与综合分析层做多源证据搜索，并输出置信度。触发条件：当用户需要由多个搜索来源支撑的综合结论，而不是一次单点搜索时使用。 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 71 次。
如何安装 multi-search-zh？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install multi-search-zh」即可一键安装，无需额外配置。
multi-search-zh 是免费的吗？
是的，multi-search-zh 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
multi-search-zh 支持哪些平台？
multi-search-zh 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 multi-search-zh？
由 bibaofeng（@bibaofeng）开发并维护，当前版本 v1.0.0。
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