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Multi Source Search
作者
baofeng-tech
· GitHub ↗
· v1.0.1
· MIT-0
106
总下载
0
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0
当前安装
2
版本数
在 OpenClaw 中安装
/install multi-source-search
功能描述
Confidence-scored multi-source retrieval across web, scholar, Tavily, and Perplexity-backed research. Use when: the user needs cross-source verification, con...
安全使用建议
This skill legitimately needs and uses a single AISA_API_KEY to call api.aisa.one (which proxies web, scholar, Tavily, and Perplexity flows). Before installing: (1) Only provide an API key you trust the aisa.one service with — do not use highly privileged or long-lived keys if you can avoid it. (2) Avoid sending sensitive or private data to the skill because queries are sent to the external API. (3) Review the bundled scripts (scripts/search_client.py) if you want extra assurance — it only builds HTTP requests to aisa.one and reads AISA_API_KEY from the env. (4) Run the skill in a least-privileged environment or with a scoped key and monitor usage on your aisa.one account.
功能分析
Type: OpenClaw Skill
Name: multi-source-search
Version: 1.0.1
The skill is a legitimate API wrapper for the AIsa search service (aisa.one), providing multi-source retrieval from web, scholar, Tavily, and Perplexity endpoints. The primary logic in `scripts/search_client.py` uses standard Python libraries (urllib) to perform authenticated requests and includes a parallelized 'verity' search feature with basic confidence scoring. No evidence of data exfiltration, malicious execution, or harmful prompt injection was found.
能力标签
能力评估
Purpose & Capability
Name/description match the actual behavior: the SKILL.md and included Python client only call AIsa endpoints (web, scholar, Tavily, Perplexity/Sonar) and require AISA_API_KEY and python3 — which are appropriate for a multi-source search client.
Instruction Scope
Runtime instructions and examples are focused on calling api.aisa.one endpoints and exporting AISA_API_KEY. The SKILL.md does not instruct the agent to read unrelated files, other environment variables, or send data to unexpected endpoints. The included client reads only AISA_API_KEY from the environment.
Install Mechanism
No install script or remote download is specified; the package is instruction-only with a bundled Python script. Running it requires python3 but there are no installers or network downloads performed by the skill itself during install.
Credentials
Only one credential is requested (AISA_API_KEY) and it is directly justified by the skill's need to call the AIsa API. No unrelated secrets or config paths are requested.
Persistence & Privilege
The skill does not request always: true, does not modify other skill configs, and contains no installation actions that would grant persistent system privileges. Autonomous invocation is allowed (default) but is standard and not combined with other concerning flags.
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-source-search - 安装完成后，直接呼叫该 Skill 的名称或使用
/multi-source-search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
v1.0.1
**Expanded multi-source search and updated cross-provider API integrations for research and consensus verification.**
- Added support for Tavily and Perplexity Sonar research APIs in documentation and usage guides.
- SKILL.md now details each provider's endpoints, typical use cases, and shows updated sample requests.
- Expanded compatibility notes and recommendations for choosing this skill versus provider-specific alternatives.
- Clarified usage guardrails and added guideposts for when not to use this skill.
- README and CLI quickstart examples updated to match new APIs and endpoint structure.
- Deprecated and removed references to legacy `/search/full` and `/search/smart` endpoints in favor of Perplexity Sonar APIs.
v1.0.0
Initial release of Multi-Source Search skill
- Enables parallel, multi-source retrieval with confidence scoring and cross-source consensus checks.
- Produces synthesis-ready research briefs comparing results across different search surfaces.
- Requires an AISA_API_KEY for API access.
- Provides CLI scripts for rapid queries (`python3 scripts/search_client.py`).
- Includes guardrails for transparent reporting when data is incomplete or ambiguous.
元数据
常见问题
Multi Source Search 是什么？
Confidence-scored multi-source retrieval across web, scholar, Tavily, and Perplexity-backed research. Use when: the user needs cross-source verification, con... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 106 次。
如何安装 Multi Source Search？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install multi-source-search」即可一键安装，无需额外配置。
Multi Source Search 是免费的吗？
是的，Multi Source Search 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Multi Source Search 支持哪些平台？
Multi Source Search 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 Source Search？
由 baofeng-tech（@baofeng-tech）开发并维护，当前版本 v1.0.1。
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