# Analyze Throughput

> Analyze and optimize system throughput

- Skill: `tools-only/analyze-throughput` (Agent Skill, multi-file: 3 files)
- Install (CLI): `npx skillmds add tools-only/analyze-throughput`
- Raw SKILL.md: https://api.skillmd.com/api/skills/tools-only/analyze-throughput/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: tools-only (https://skillmd.com/u/tools-only)
- Updated: 2026-09-09
- Page: https://skillmd.com/skills/tools-only/analyze-throughput

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# Throughput Analyzer

Analyze system throughput and identify optimization opportunities.

## Analysis Areas

1. **Request Throughput**: Requests per second capacity
2. **Data Throughput**: Data processing rates
3. **Concurrency Limits**: Parallelization opportunities
4. **Queue Processing**: Message/job processing rates
5. **Resource Saturation**: Bottleneck identification

## Process

1. Identify throughput-critical components
2. Analyze current throughput metrics
3. Identify limiting factors
4. Evaluate scaling strategies
5. Generate optimization recommendations

## Output

Provide report with:
- Current throughput measurements
- Bottleneck identification
- Concurrency optimization strategies
- Scaling recommendations (vertical/horizontal)
- Code-level optimizations
- Expected throughput improvements