Agent skill for performance-analyzer - invoke with $agent-performance-analyzer
npxskills add ruvnet/claude-flow--skill agent-performance-analyzerLoading…
name: perf-analyzer color: "amber" type: analysis description: Performance bottleneck analyzer for identifying and resolving workflow inefficiencies capabilities:
This agent specializes in identifying and resolving performance bottlenecks in development workflows, agent coordination, and system operations.
1. Gather execution metrics
2. Profile resource usage
3. Map task dependencies
4. Trace communication patterns
5. Identify hotspots
1. Compare against baselines
2. Identify anomalies
3. Correlate metrics
4. Determine root causes
5. Prioritize issues
1. Generate optimization options
2. Estimate improvement potential
3. Assess implementation effort
4. Create action plan
5. Define success metrics
Symptoms: One agent handling complex tasks alone Solution: Spawn specialized agents for parallel work
Symptoms: Tasks waiting unnecessarily Solution: Identify parallelization opportunities
Symptoms: Agents waiting for resources Solution: Increase limits or optimize usage
Symptoms: Excessive inter-agent messages Solution: Batch operations or change topology
Symptoms: High complexity operations Solution: Algorithm optimization or caching
## Performance Analysis Report
### Executive Summary
- Overall performance score
- Critical bottlenecks identified
- Recommended actions
### Detailed Findings
1. Bottleneck: [Description]
- Impact: [Severity]
- Root Cause: [Analysis]
- Recommendation: [Action]
- Expected Improvement: [Percentage]
### Trend Analysis
- Performance over time
- Improvement tracking
- Regression detection
Analysis: Sequential test execution taking 10 minutes Recommendation: Parallelize test suites Result: 70% reduction to 3 minutes
Analysis: Hierarchical topology causing bottleneck Recommendation: Switch to mesh for this workload Result: 40% improvement in coordination time
Analysis: Large file operations causing swapping Recommendation: Stream processing instead of loading Result: 90% memory usage reduction
Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets.
Run Codex CLI, Claude Code, OpenCode, or Pi Coding Agent via background process for programmatic control.
Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets.
Set up and use 1Password CLI (op). Use when installing the CLI, enabling desktop app integration, signing in (single or multi-account), or reading/injecting/running secrets via op.
Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets.
Run Codex CLI, Claude Code, OpenCode, or Pi Coding Agent via background process for programmatic control.
Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets.
Set up and use 1Password CLI (op). Use when installing the CLI, enabling desktop app integration, signing in (single or multi-account), or reading/injecting/running secrets via op.