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Sentinel-AIOps
A production-grade AIOps framework focused on model integrity and autonomous reliability. Features a LightGBM-driven multiclass inference engine via FastMCP, validated against data leakage through NMI analysis. Includes real-time Population Stability Index (PSI) drift monitoring and a closed-loop human-in-the-loop feed
2stars
0forks
Python
automated-testingchaos-engineeringcontainerizationdata-integritydrift-detectionevent-driven-architecturefastmcpfeature-importancemlopsmodel-context-protocolmulticlass-classificationpopulation-stability-index
Quality signals
ActiveNo testsNo CIThin docsNo licenseNew
InstallMCPRun via uvx (Python)
Universal installANY TOOL
$ npx skillcity@latest Anbu-00001/Sentinel-AIOpsAuto-detects the skill or MCP server in this repo and installs it for Claude Code, Codex, Cursor, Cline, OpenCode, Gemini CLI, Anti-Gravity, OpenClaw and Hermes.
Requires Node.js 18+ (ships with npx).
Or install manually
uvx sentinel-aiops
MCP Configuration
Add this to your claude_desktop_config.json
{
"mcpServers": {
"sentinel-aiops": {
"command": "uvx",
"args": [
"sentinel-aiops"
]
}
}
}Loading README…
Ask a simulated agent to run this skill. It loads the real SKILL.md and reasons over your task with NVIDIA.
sentinel-aiops — sandboxAI sandbox
Pick a quick prompt below or type your own — watch the agent execute this skill step by step.
guest@skillcity:~$Try a prompt