load-test-planner

What problem does it solve?

This Skill turns vague performance-testing ideas into evidence-based load plans that reflect real production behavior instead of artificial traffic that proves nothing.

Core Features & Use Cases

• Evidence-Based Workload Modeling: Builds endpoint mix, write share, arrival patterns, think times, and payload distributions from production evidence.
• Tenant-Aware Scenario Design: Models many-small and few-whale tenants, includes noisy-neighbor verification, and requires per-tenant measurement.
• Safety and Validation Planning: Defines target environment, blast radius, third-party handling, ramp shapes, abort criteria, and pass/fail thresholds tied to owned SLO or budget numbers.
• Use Case: A team preparing for a launch asks for a realistic capacity plan, a soak test, and a whale-tenant burst scenario that can prove whether the system holds up without risking production.

Quick Start

Ask the load-test-planner skill to create an evidence-based load plan for your system, including workload mix, tenant distribution, ramp and abort criteria, and explicit safety boundaries.