stress-interview

Coordinate parallel verification, code review, and adversarial analysis of software changes.

13|5|Updated Feb 25, 2026
One-click install
npx skills add https://github.com/Jonghakseo/my-pi --skill stress-interview
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: stress-interview
Source: https://github.com/Jonghakseo/my-pi/tree/main/skills/stress-interview
Command: npx skills add https://github.com/Jonghakseo/my-pi --skill stress-interview

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill reduces the risk of shipping flawed changes by coordinating independent verification, code review, and adversarial challenge perspectives in parallel.

Core Features & Use Cases

  • Multi-Agent Review: Invokes verifier, reviewer, and challenger subagents to examine the same implementation from distinct perspectives.
  • Evidence-Based Assessment: Collects reproducible validation results, correctness and maintainability findings, and hidden-risk scenarios.
  • Structured Synthesis: Separates common, independent, and conflicting findings before classifying issues by severity and recommending next steps.
  • Use Case: Before deploying a multi-file feature, use this Skill to verify its tests and build, review for regressions, and pressure-test assumptions through an adversarial challenge.

Quick Start

Ask the stress-interview skill to review the latest authentication changes for test evidence, regressions, hidden assumptions, and prioritized next steps.

Frequently Asked Questions about stress-interview

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

FAQPage Schema
How do I run parallel code reviews and adversarial analysis before deployment?▼

Parallel code reviews and adversarial analysis require coordinating verifier, reviewer, and challenger subagents to examine implementations simultaneously, collecting reproducible validation results and hidden-risk scenarios for deployment readiness.

What is multi-agent stress testing for software changes?▼

Multi-agent stress testing for software changes applies independent verification, code review, and adversarial challenge perspectives in parallel to reduce the risk of shipping flawed implementations.

How do I check deployment readiness and regression risk for multi-file features?▼

Deployment readiness and regression checks involve verifying tests and build status, reviewing for regressions, and pressure-testing assumptions through adversarial analysis to generate severity-based recommendations.

How does evidence-based assessment synthesize conflicting code review findings?▼

Evidence-based assessment separates common, independent, and conflicting findings from parallel verification agents before classifying issues by severity and recommending structured next steps.

Do I need subagent tools to perform parallel verification and code review?▼

Parallel verification and adversarial code review require the Pi subagent tool to invoke verifier, reviewer, and challenger agents for batch execution and evidence-aware synthesis.

When should I use adversarial analysis instead of standard code review?▼

Adversarial analysis is necessary when standard code review cannot uncover hidden-risk scenarios, requiring a challenger agent to pressure-test assumptions before deploying complex changes.