Menu

Individual skill

http-load-profiler

Run stepped HTTP load tests with ab/wrk, ramping concurrency levels to collect p50/p90/p99 latency, detect performance inflection points, and recommend optimal concurrency. Triggered by requests like 'load test this URL', 'benchmark my API', 'find the max concurrency', or mentions of p99 latency, throughput saturation, or capacity planning.

skills/http-load-profiler/SKILL.md

Read pinned source

Source commit 3ae17b2c765ed8534ba9c6f848563db127fc4ca6

What was checked

Matches the observed repository HEAD
Yes
Scanner rules are current
Yes
Repository scan complete
No
Skill scan complete
No
Observed behavior
Network or broad shell
Last checked
Nov 7, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

Install this skill

Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.

An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.

Repository context

Repository stars (not skill ratings)
4,700
Repository last updated
Nov 7, 2026
License
MIT

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

Files and excerpt

File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.

Browse files
Read excerpt

# HTTP Load Profiler — Stepped Concurrency Load Test + Inflection Point Analysis

Run stepped concurrency load tests against HTTP services, automatically collect latency percentiles, and detect performance inflection points.

## Features

- **Dual engine support**: Auto-detects wrk (preferred) or ab (Apache Bench); manual override available
- **Stepped concurrency**: Ramps up through user-defined concurrency levels (default: 1 → 10 → 50 → 100 → 200 → 500)
- **Latency percentiles**: Collects p50 / p90 / p99 latency at each level
- **Inflection point detection**: Automatically identifies four types of performance inflection points
  - p99 latency accelerating (increase exceeds 2x the previous step's increase)
  - Throughput efficiency dropping significantly (RPS per connection drops > 40%)
  - Throughput saturated while latency spikes (RPS growth < 10%, p99 growth > 50%)
  - Error rate surging (exceeds 1% and doubles from previous step)