---
title: "/report - Generate Benchmark Report"
description: "Generate a comprehensive performance report from benchmark results."
type: skill
canonical_url: https://claudary.paisolsolutions.com/skills/report-1
source: "Claudary"
difficulty: intermediate
author: "Claude Code Knowledge Pack"
date: 2026-07-10T11:46:01.072Z
license: CC-BY-4.0
attribution: "/report - Generate Benchmark Report — Claudary (https://claudary.paisolsolutions.com/skills/report-1)"
---

# /report - Generate Benchmark Report
Generate a comprehensive performance report from benchmark results.

## Overview

# /report - Generate Benchmark Report

Generate a comprehensive performance report from benchmark results.

## Steps

1. Load benchmark results from the most recent run or specified file
2. Calculate aggregate statistics across all benchmarked endpoints
3. Create a response time distribution histogram (text-based)
4. Rank endpoints by performance: fastest to slowest (p99 latency)
5. Identify endpoints that fail SLA requirements
6. Calculate throughput capacity: maximum sustainable requests per second
7. Analyze error patterns: which endpoints fail and at what concurrency level
8. Compare against previous benchmark results if available
9. Calculate performance regression or improvement percentages
10. Generate recommendations: caching candidates, scaling needs, optimization targets
11. Create an executive summary with overall system performance health
12. Save the report as markdown with embedded tables and charts

## Rules

- Present latency in milliseconds for fast endpoints, seconds for slow ones
- Always include both average and percentile metrics (averages hide outliers)
- Show error rates alongside performance metrics
- Include the test configuration in the report for reproducibility
- Flag any endpoint with p99 latency over 1 second as requiring attention
- Compare against industry benchmarks for the endpoint type (REST, GraphQL)
- Include a recommendations section prioritized by impact

---

Source: [Claudary](https://claudary.paisolsolutions.com/skills/report-1) · https://claudary.paisolsolutions.com