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在 OpenClaw 中安装
/install multi-search-aisa
功能描述
Run multi-source evidence gathering with confidence scoring across web, academic, Tavily, and synthesis layers via AISA. Use when: the user needs a comprehen...
安全使用建议
This skill appears to do what it says: it runs a Python client that posts queries and URLs to AISA (api.aisa.one) using your AISA_API_KEY. Before installing, consider: 1) Only provide an API key you trust the AISA service with — queries and extracted page content will be sent to that third party. 2) Do not pass passwords, private documents, or sensitive URLs to the skill. 3) If you need stronger assurance, inspect the included scripts (scripts/search_client.py) yourself or run the client locally with a non-sensitive test key/queries. 4) Note the registry metadata vs. _meta.json owner mismatch; if provenance matters, verify the upstream repository and publisher before trusting the key you supply.
功能分析
Type: OpenClaw Skill
Name: multi-search-aisa
Version: 1.0.0
The skill is a legitimate multi-source search tool that interfaces with the AIsa API. The Python client (scripts/search_client.py) uses standard libraries to perform searches across web, academic, and specialized sources like Tavily and Perplexity, including a synthesis layer with confidence scoring. The instructions in SKILL.md are well-aligned with the code's functionality and explicitly include safety guidelines against accessing sensitive local credentials.
能力标签
能力评估
Purpose & Capability
Name/description promise multi-source searching. The only required binary is python3 and the only required env var is AISA_API_KEY, which is exactly what the included Python client uses to call AISA endpoints. The included client implements web/scholar/tavily/sonar/verity flows that match the description. (Minor note: the registry owner id differs from the _meta.json repo owner, but this is an attribution mismatch rather than a capability mismatch.)
Instruction Scope
SKILL.md tells the agent to run the bundled Python client. The Python client sends queries, URLs, and retrieved results to AISA API endpoints (api.aisa.one). This is expected for a networked search client, but it does mean user queries and any extracted page content will be transmitted to the third-party AISA service. The skill does contain an explicit 'do not use for local credential extraction' note, but SKILL.md does not explicitly warn that user-supplied URLs or pasted content will be uploaded to AISA.
Install Mechanism
No install spec — instruction-only with a bundled Python script. No downloads or archive extraction occur during install, so there is no high-risk install mechanism.
Credentials
Only AISA_API_KEY is required and is used as the Authorization Bearer when calling AISA endpoints. No other credentials, secret-named env vars, or config paths are requested.
Persistence & Privilege
always is false, the skill does not request persistent/always-on presence, and it does not modify other skills or system-wide configuration. It operates as a CLI client invoked at runtime.
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-aisa - 安装完成后，直接呼叫该 Skill 的名称或使用
/multi-search-aisa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 of the skill with multi-source evidence gathering and confidence scoring via AISA across web, academic, and synthesis layers.
- Switched license to Apache-2.0 and updated author information.
- Added scripts/search_client.py and _meta.json for core runtime and metadata.
- Removed unnecessary files (CHANGELOG.md, LICENSE.txt).
- Streamlined documentation for concise setup, usage, and capability overview.
- Skill is user-invocable and requires an AISA API key and Python 3.
元数据
常见问题
multi-search-aisa 是什么？
Run multi-source evidence gathering with confidence scoring across web, academic, Tavily, and synthesis layers via AISA. Use when: the user needs a comprehen... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 66 次。
如何安装 multi-search-aisa？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install multi-search-aisa」即可一键安装，无需额外配置。
multi-search-aisa 是免费的吗？
是的，multi-search-aisa 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
multi-search-aisa 支持哪些平台？
multi-search-aisa 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-aisa？
由 bibaofeng（@bibaofeng）开发并维护，当前版本 v1.0.0。
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