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ai-operations

Official

AI-driven ops for predictive failure & alerting

Software Engineering#monitoring#alerting#anomaly-detection#ai-ops#predictive-analysis#mcp-v2
Authorharness
Version1.0.0
Installs0

System Documentation

What problem does it solve?

AI-powered predictive failure analysis and intelligent alerting to reduce downtime and noise across services, enabling proactive issue detection and faster remediation.

Core Features & Use Cases

  • Predictive failure analysis: Detect memory leaks, disk exhaustion, latency degradation, and deployment-induced regressions before they impact SLOs.
  • Intelligent alert correlation: Group related alerts and suppress duplicates to speed up incident investigation.
  • Observability integration: Work with data sources like Prometheus, Datadog, and CloudWatch via Harness MCP v2 for unified monitoring.

Quick Start

Configure AI-powered predictive failure analysis for a service using Harness AIDA.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: ai-operations
Download link: https://github.com/harness/harness-skills/archive/main.zip#ai-operations

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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