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.