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在 OpenClaw 中安装
/install vector-databases
功能描述
Deep vector database workflow—embedding choice, index algorithms, recall/latency trade-offs, hybrid search, filtering, operational tuning, and cost. Use when...
安全使用建议
This is an instruction-only, read-only workflow document and appears safe and internally consistent. Two practical notes before installing/enabling: (1) provenance: the skill lists no source or homepage—if you require traceability, ask the owner for authorship or a canonical repo/website. (2) permissions: although the skill itself asks for nothing, when you use it you may direct your agent to connect to real vector DBs or systems—limit the agent's access to sensitive credentials and review any automated actions. If you need stronger assurance, request the author/source or convert the guidance into an internal vetted checklist.
功能分析
Type: OpenClaw Skill
Name: vector-databases
Version: 1.0.0
The skill bundle contains purely procedural documentation and workflow instructions for an AI agent to assist with vector database selection and optimization. There is no executable code, no network requests, and no instructions that would lead to data exfiltration or unauthorized access (SKILL.md, _meta.json).
能力评估
Purpose & Capability
The name/description (vector DB workflows and tuning) matches the SKILL.md content. The skill requests no binaries, env vars, or config access—consistent with a pure guidance/checklist document.
Instruction Scope
SKILL.md is high-level operational guidance and question/checklist prompts; it does not instruct the agent to read files, access environment variables, make network calls, or exfiltrate data. It stays within the expected scope for a workflow doc.
Install Mechanism
No install spec and no code files (instruction-only). This minimizes installation risk—nothing will be written to disk or downloaded by the skill itself.
Credentials
The skill requires no environment variables or credentials. There are no unrelated or excessive secret requirements.
Persistence & Privilege
always:false and no install/persistence behavior. The skill can be invoked normally by the agent but does not request permanent presence or elevated privileges.
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 vector-databases - 安装完成后，直接呼叫该 Skill 的名称或使用
/vector-databases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 with a comprehensive workflow for selecting and optimizing vector databases.
- Covers end-to-end process: problem definition, embeddings, index algorithms, hybrid search, operations, and evaluation.
- Supports decision-making for Pinecone, Milvus, Qdrant, Weaviate, pgvector, OpenSearch kNN, and similar tools.
- Emphasizes recall, latency, cost trade-offs, tuning, and metadata filtering.
- Includes actionable checklists, metrics, and guidance for troubleshooting and iteration.
元数据
常见问题
Vector Databases 是什么？
Deep vector database workflow—embedding choice, index algorithms, recall/latency trade-offs, hybrid search, filtering, operational tuning, and cost. Use when... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 222 次。
如何安装 Vector Databases？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install vector-databases」即可一键安装，无需额外配置。
Vector Databases 是免费的吗？
是的，Vector Databases 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Vector Databases 支持哪些平台？
Vector Databases 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 Vector Databases？
由 clawkk（@clawkk）开发并维护，当前版本 v1.0.0。
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