architecture-stress-test

Run three adversarial lenses on ARCHITECTURE.md and capabilities.yaml to produce a STRESS-TEST-REPORT.md.

Updated Jun 4, 2026
One-click install
npx skills add https://github.com/Kohlex/autopilot-plugin --skill architecture-stress-test
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: architecture-stress-test
Source: https://github.com/Kohlex/autopilot-plugin/tree/main/skills/architecture-stress-test
Command: npx skills add https://github.com/Kohlex/autopilot-plugin --skill architecture-stress-test

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill performs a pre-lock, adversarial stress test on drafted architectures by systematically exploring FIRST and NEXT capabilities with three parallel lenses to surface architectural risks before locking in the design.

Core Features & Use Cases

  • Triple-lens adversarial review: Bottleneck-finder, Edge-case-finder, and Forgotten-concern-finder run in parallel to surface diverse risk signals.
  • Structured findings and governance: Outputs a STRESS-TEST-REPORT.md with GO-FIX-NOW, ARCH-AMEND, or DEFERRED recommendations and a formal verdict for gating the architecture.
  • Product-agnostic workflow: Works for ANY product by validating ARCHITECTURE.md against capabilities.yaml and planning context.

Quick Start

Run /architecture-stress-test in your project root to validate a drafted ARCHITECTURE.md against FIRST and NEXT capabilities.

Frequently Asked Questions about architecture-stress-test

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I run an adversarial stress test on my software architecture before locking it in?

To stress test your software architecture pre-lock, run the adversarial review against your drafted ARCHITECTURE.md and capabilities.yaml to expose architecture-breaking risks. This produces a STRESS-TEST-REPORT.md with GO-FIX-NOW or ARCH-AMEND recommendations.

What is an adversarial architecture review and how does it find design bottlenecks?

An adversarial architecture review systematically surfaces design risks by running three parallel lenses: a bottleneck-finder, an edge-case-finder, and a forgotten-concern-finder. These lenses validate your drafted architecture against planned capabilities to expose breaking points.

What files do I need to prepare for an architecture capabilities risk analysis?

You need to prepare ARCHITECTURE.md, capabilities.yaml, WEDGE-AND-CAPABILITIES.md, and PRD context files in your project root. These inputs provide the drafted design and product planning context required to generate a structured stress test report.

Can I use this architecture stress test on any product context or is it framework-specific?

You can use this architecture stress test on any product context because the workflow is product-agnostic. It validates your drafted ARCHITECTURE.md against capabilities.yaml and planning context regardless of the specific software framework or platform.

When should I run a pre-lock architecture stress test in my development lifecycle?

You should run a pre-lock architecture stress test during Phase 0.5, after drafting your architecture but before locking in the design. This gating phase ensures architecture-breaking risks are identified and resolved before development proceeds.

What does a stress test report output and how do I use the architecture verdict?

The stress test report outputs a STRESS-TEST-REPORT.md containing structured findings and a formal verdict for gating the lock. You use the GO-FIX-NOW, ARCH-AMEND, or DEFERRED recommendations to decide whether to amend the architecture or proceed with locking.