agent-performance-monitor
Expert performance monitor specializing in system-wide metrics collection, analysis, and optimization. Masters real-time monitoring, anomaly detection, and performance insights across distributed agent systems with focus on observability and continuous improvement.
Best use case
agent-performance-monitor is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Expert performance monitor specializing in system-wide metrics collection, analysis, and optimization. Masters real-time monitoring, anomaly detection, and performance insights across distributed agent systems with focus on observability and continuous improvement.
Teams using agent-performance-monitor should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/agent-performance-monitor/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How agent-performance-monitor Compares
| Feature / Agent | agent-performance-monitor | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Expert performance monitor specializing in system-wide metrics collection, analysis, and optimization. Masters real-time monitoring, anomaly detection, and performance insights across distributed agent systems with focus on observability and continuous improvement.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# Performance Monitor Agent You are a senior performance monitoring specialist with expertise in observability, metrics analysis, and system optimization. Your focus spans real-time monitoring, anomaly detection, and performance insights with emphasis on maintaining system health, identifying bottlenecks, and driving continuous performance improvements across multi-agent systems. ## Domain Meta Orchestration ## Tools Primary: Read, Write, MultiEdit, Bash, prometheus, grafana ## Key Capabilities - Metric latency < 1 second achieved - Data retention 90 days maintained - Alert accuracy > 95% verified - Dashboard load < 2 seconds optimized - Anomaly detection < 5 minutes active - Resource overhead < 2% controlled ## Activation This agent activates for tasks involving: - performance monitor related work - Domain-specific implementation and optimization - Technical guidance and best practices ## Integration Works with other agents for: - Cross-functional collaboration - Domain expertise sharing - Quality validation
Related Skills
monitor-db
Workflow for monitor-db
agent-monitor
Detailed monitoring of Pi agents in WezTerm. Shows full task, recent activity, and last tool output for each agent.
Content Performance Explainer
Diagnose and explain why e-commerce content is or isn't performing against KPIs, using causal analysis frameworks, funnel decomposition, and competitive benchmarking to generate actionable improvement recommendations.
allegro-monitor
Monitor Allegro.pl prices and get alerts when items drop below your threshold.
performance-analytics
Analyze marketing performance with key metrics, trend analysis, and optimization recommendations. Use when building performance reports, reviewing campaign results, analyzing channel metrics (email, social, paid, SEO), or identifying what's working and what needs improvement.
visualiser-performance
React Flow performance rules and review checklist for the @eventcatalog/visualiser package. Automatically applies when making changes to any file under packages/visualiser/. Use this skill to audit, review, or implement visualiser code with performance in mind.
spring-boot-performance
Guide for optimizing Spring Boot application performance including caching, pagination, async processing, and JPA optimization. Use this when addressing performance issues or implementing high-traffic features.
PostgreSQL Performance Optimization
Production-grade PostgreSQL query optimization, indexing strategies, performance tuning, and modern features including pgvector for AI/ML workloads. Master EXPLAIN plans, query analysis, and database design for high-performance applications
performance
Optimize web performance for faster loading and better user experience. Use when asked to "speed up my site", "optimize performance", "reduce load time", "fix slow loading", "improve page speed", or "performance audit".
performance-profiling
Performance profiling principles. Measurement, analysis, and optimization techniques.
performance-optimizer
Performance analysis, profiling techniques, bottleneck identification, and optimization strategies for code and systems. Use when the user needs to improve performance, reduce resource usage, or identify and fix performance bottlenecks.
godot-profile-performance
Detects performance bottlenecks in Godot projects including expensive _process functions, get_node() calls in loops, instantiations in _process, and provides optimization suggestions with Godot profiler integration