Dag Performance Profiler
Analyzes directed acyclic graph workflows to identify bottlenecks and optimize performance using detailed resource usage metrics.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add dag-performance-profiler npx -- -y @trustedskills/dag-performance-profiler
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"dag-performance-profiler": {
"command": "npx",
"args": [
"-y",
"@trustedskills/dag-performance-profiler"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
The dag-performance-profiler skill analyzes Directed Acyclic Graphs (DAGs) to identify performance bottlenecks and inefficiencies. It provides insights into task durations, dependencies, and resource utilization within the DAG structure. This allows for optimization of workflows by pinpointing areas where improvements can be made.
When to use it
- Troubleshooting slow pipelines: Use this skill when a data processing pipeline or workflow is running slower than expected.
- Identifying dependency bottlenecks: Determine which tasks are blocking others and slowing down overall execution.
- Optimizing resource allocation: Understand how resources (e.g., CPU, memory) are being utilized across different tasks in the DAG.
- Analyzing complex workflows: Gain a clear understanding of the performance characteristics of intricate, multi-step processes.
Key capabilities
- DAG analysis
- Task duration measurement
- Dependency identification
- Resource utilization tracking
Example prompts
- "Analyze this DAG and tell me which tasks are taking the longest."
- "Show me a visualization of task dependencies in this workflow."
- "Identify any bottlenecks preventing faster execution of this pipeline."
Tips & gotchas
The skill requires a properly formatted representation of the DAG, typically as a JSON or similar structured data format. Ensure the input accurately reflects the workflow being analyzed for correct results.
Tags
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
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