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Mlflow
作者
Vlad Ursul
· GitHub ↗
· v1.0.1
· MIT-0
133
总下载
0
收藏
1
当前安装
2
版本数
在 OpenClaw 中安装
/install mlflow
功能描述
MLflow integration. Manage data, records, and automate workflows. Use when the user wants to interact with MLflow data.
安全使用建议
This skill delegates MLflow access through the Membrane service and its CLI. Before installing or using it: verify the CLI package (@membranehq/cli) is the official package you intend to install; be aware npm install -g executes code from the npm registry; you will perform an interactive login that authorizes Membrane to access your resources — review Membrane's privacy/security documentation and the permissions requested when connecting your MLflow instance. Do not share local API keys with the agent; follow the SKILL.md flow (create a Membrane connection) so Membrane handles credentials. If you need higher assurance, review what actions are created on Membrane and audit any created action's configuration and logs.
功能分析
Type: OpenClaw Skill
Name: mlflow
Version: 1.0.1
The skill bundle provides instructions for an AI agent to manage MLflow workflows using the Membrane platform and its CLI tool (@membranehq/cli). The SKILL.md file outlines standard procedures for authentication, connection management, and action execution without any evidence of malicious intent, data exfiltration, or harmful prompt injection.
能力评估
Purpose & Capability
The name/description (MLflow integration) match the instructions, which direct the agent/user to create a Membrane connection for the mlflow connector and run actions against it. Relies on Membrane as an integration proxy, which is a coherent design choice for this purpose.
Instruction Scope
SKILL.md confines actions to installing/using the Membrane CLI, logging in, creating a connection, listing/searching/creating/running Membrane actions, and polling action build state. It does not instruct reading unrelated files, exporting arbitrary environment variables, or exfiltrating data to unexpected endpoints beyond Membrane.
Install Mechanism
No formal install spec is present in the registry metadata, but the README instructs users to run an npm global install (npm install -g @membranehq/cli@latest) and also suggests npx usage. npm is a normal distribution channel but has moderate risk compared to curated package managers; users should verify the package source (official @membranehq) before installing.
Credentials
The skill requests no environment variables or credentials in metadata and instead relies on interactive Membrane login (OAuth-like flow). This matches the stated preference to let Membrane manage credentials server-side and is proportionate to the stated purpose.
Persistence & Privilege
The skill does not request always:true and is user-invocable; it does not ask to modify other skills or system configuration. Autonomous invocation is allowed (platform default) but 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 mlflow - 安装完成后，直接呼叫该 Skill 的名称或使用
/mlflow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
Auto sync from membranedev/application-skills
v1.0.0
Auto sync from membranedev/application-skills
元数据
常见问题
Mlflow 是什么？
MLflow integration. Manage data, records, and automate workflows. Use when the user wants to interact with MLflow data. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 133 次。
如何安装 Mlflow？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install mlflow」即可一键安装，无需额外配置。
Mlflow 是免费的吗？
是的，Mlflow 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Mlflow 支持哪些平台？
Mlflow 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 Mlflow？
由 Vlad Ursul（@gora050）开发并维护，当前版本 v1.0.1。
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