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Multi-source retrieval with confidence scoring - web, academic, and Tavily in one unified API

作者 0xjordansg-yolo · GitHub ↗ · v1.0.0
cross-platform ✓ 安全检测通过
1298
总下载
4
收藏
2
当前安装
1
版本数
在 OpenClaw 中安装
/install openclaw-aisa-search-website-academic-tavily-serp-exa
功能描述
Intelligent search for agents. Multi-source retrieval with confidence scoring - web, academic, and Tavily in one unified API.
安全使用建议
This skill appears to do what it claims: it sends your queries and any URLs you supply to the AIsa service (api.aisa.one) and returns aggregated, confidence-scored results. Before installing, consider: (1) AISA_API_KEY will grant the skill access to that third‑party API—restrict the key's scope if possible and monitor its usage/quotas; (2) any URLs or query text you pass (including internal or private URLs) will be transmitted to the external service—avoid sending sensitive internal endpoints or secrets; (3) verify the legitimacy of the api.aisa.one provider and the publisher (skill source is unknown) if you need stronger provenance guarantees; (4) curl is only used in examples — the Python client performs network calls itself; ensure python3 will run in your environment. If you need higher assurance, request the maintainer's provenance, an official homepage for the API, or run the included script in a restricted environment with a least-privilege API key.
功能分析
Type: OpenClaw Skill Name: openclaw-aisa-search-website-academic-tavily-serp-exa Version: 1.0.0 The skill bundle provides a client for the AIsa search API, enabling multi-source web and academic searches. The `scripts/search_client.py` uses standard Python libraries (`urllib.request`, `os.environ.get`) to make authenticated HTTP POST requests to `https://api.aisa.one` using the `AISA_API_KEY`. User input for search queries is safely passed as URL parameters or JSON data, without any evidence of command injection or arbitrary code execution. The `SKILL.md` documentation clearly outlines the skill's purpose and usage, and does not contain any prompt injection attempts or instructions for the agent to perform unauthorized actions. All observed behaviors are directly aligned with the stated purpose of providing an intelligent search capability.
能力评估
Purpose & Capability
Name/description (multi-source search + confidence scoring) match the SKILL.md examples and the included Python client. Requested binary (python3) and env var (AISA_API_KEY) are expected; curl is only used in example CLI snippets in SKILL.md (not required by the code) but is reasonable to list.
Instruction Scope
SKILL.md and the Python client instruct the agent to send queries, URLs and crawl requests to api.aisa.one (including Tavily endpoints). The instructions do not ask the agent to read local files or other unrelated environment variables. Note: user-supplied URLs and query text are transmitted to the remote service, which is expected for this feature but is a privacy/data-leak consideration.
Install Mechanism
This is an instruction-only skill with an included Python script; there is no install spec, no remote downloads, and no archive extraction. Lowest-risk installation profile.
Credentials
Only a single credential (AISA_API_KEY) is required and used directly by the client to authenticate with api.aisa.one. No unrelated secrets or multiple credentials are requested.
Persistence & Privilege
The skill is not always-enabled, does not request system-wide persistence, and contains no instructions to modify other skills or global agent configuration.
如何使用
  1. 确保已安装 OpenClaw(本地或 Docker 部署)
  2. 在对话框中输入安装命令:/install openclaw-aisa-search-website-academic-tavily-serp-exa
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /openclaw-aisa-search-website-academic-tavily-serp-exa 触发
  4. 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 OpenClaw Search: a unified API for intelligent, multi-source retrieval (web, academic, Tavily). - Provides confidence-scored answers through meta-analysis of retrieved results. - Supports parallel search via web, academic, smart, and Tavily streams. - Includes Python and curl client examples for all major features and endpoints. - Features confidence scoring engine with transparency on source quality, recency, and consensus. - Full API reference with endpoints and required parameters included.
元数据
Slug openclaw-aisa-search-website-academic-tavily-serp-exa
版本 1.0.0
许可证
累计安装 2
当前安装数 2
历史版本数 1
常见问题

Multi-source retrieval with confidence scoring - web, academic, and Tavily in one unified API 是什么?

Intelligent search for agents. Multi-source retrieval with confidence scoring - web, academic, and Tavily in one unified API. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 1298 次。

如何安装 Multi-source retrieval with confidence scoring - web, academic, and Tavily in one unified API?

在 OpenClaw 或 Claude Code 对话框中运行命令「/install openclaw-aisa-search-website-academic-tavily-serp-exa」即可一键安装,无需额外配置。

Multi-source retrieval with confidence scoring - web, academic, and Tavily in one unified API 是免费的吗?

是的,Multi-source retrieval with confidence scoring - web, academic, and Tavily in one unified API 完全免费(开源免费),可自由下载、安装和使用。

Multi-source retrieval with confidence scoring - web, academic, and Tavily in one unified API 支持哪些平台?

Multi-source retrieval with confidence scoring - web, academic, and Tavily in one unified API 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 retrieval with confidence scoring - web, academic, and Tavily in one unified API?

由 0xjordansg-yolo(@0xjordansg-yolo)开发并维护,当前版本 v1.0.0。

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