检查系统和Python环境，验证AI/ML及RAG开发所需工具、包、目录结构和配置是否完整，支持自动安装缺失依赖。
Run deep system health checks across workspace, config, skills, and integrations with prioritized findings and remediation.
Evaluate your RAG pipeline quality using Ragas metrics (faithfulness, answer relevancy, context precision).
Deep behavioral security audit for AI agent skills and MCP tools. Performs deterministic static analysis (AST + Semgrep + 15 specialized scanners), cryptographic lockfile generation, and optional LLM-powered intent analysis. Use when installing, reviewing, or approving any skill, tool, plugin, or MCP server — especially before first use. Replaces basic safety summaries with full CWE-mapped, OWASP-tagged, line-referenced security reports.
Automatic security gate that checks packages against a vulnerability database before installation. Use before any npm install, pip install, yarn add, or pack...
自动化代码审查助手，支持 PR 审查、代码质量分析、潜在 bug 检测、安全漏洞扫描。
Run basic system commands to verify Python, working directory, file access, and command execution for OpenClaw environment validation and debugging.
