strategy-stress-test

Stress-test engineering strategies and plans for evidence sufficiency and readiness.

2|Updated May 3, 2026
One-click install
npx skills add https://github.com/Rosetears520/aili-workflows --skill strategy-stress-test
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: strategy-stress-test
Source: https://github.com/Rosetears520/aili-workflows/tree/main/skills/strategy-stress-test
Command: npx skills add https://github.com/Rosetears520/aili-workflows --skill strategy-stress-test

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It prevents premature acceptance of a strategy, plan, spec, or completion claim by identifying missing evidence, hidden assumptions, contradictions, and verification gaps before they cause downstream rework or risky decisions.

Core Features & Use Cases

  • Confidence guardrail for engineering artifacts: Reframes “are we confident enough?” into a structured stress-test with explicit confidence levels and required evidence.
  • Material loophole detection + repair actions: Surfaces only loopholes that can change scope, design, acceptance criteria, security/privacy/reliability, or rollout decisions, and proposes repairs (edit artifacts, inspect repo, fetch docs, ask the user, or mark as Open Question/Unverified).
  • Loop-limited reconciliation workflow: Runs 1 loop by default with a hard limit of 3 loops, stopping early when remaining items are properly classified as Open Question/Unverified.

Use cases: validating an interview packet; between spec and plan; before freezing implementation/task breakdown; after subagents return but before reconciliation acceptance; before claiming “complete/fixed/verified/ready/accepted” after code review, security audit, or test reports.

Quick Start

Use the strategy-stress-test skill on your current strategy/spec/plan (or completion claim) and ask for a confidence verdict with listed material loopholes and concrete repair actions.

Frequently Asked Questions about strategy-stress-test

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

FAQPage Schema
How do I stress-test an engineering spec for missing evidence before implementation?

Stress-testing an engineering spec identifies verification gaps and hidden assumptions before implementation. It applies between planning stages, flags material loopholes affecting scope or security, and proposes concrete repair actions like inspecting the repo or asking the user.

What is a strategy validation confidence guardrail and when do I need one?

A strategy validation confidence guardrail reframes readiness into a structured stress-test with high, medium, or low confidence levels. You need it before freezing task breakdowns, after subagent reconciliation, or before asserting a completion claim.

How do I verify completion claims and prevent premature acceptance of a plan?

Verifying completion claims requires checking evidentiary sufficiency against acceptance criteria. Stress-testing before final review ensures required evidence is used, remaining gaps are labeled Open Question or Unverified, and a safe-to-proceed outcome is reported.

Does this strategy stress test work for security reviews and rollout decisions?

Yes, strategy stress testing works for security reviews and rollout decisions by surfacing material loopholes that can change security, privacy, or reliability criteria. It proposes repairs and stops early when remaining items are properly classified as Unverified.

What are the limitations of the reconciliation workflow during strategy validation?

The reconciliation workflow runs 1 loop by default with a hard limit of 3 loops. It stops early when remaining items are properly classified as Open Question or Unverified, preventing endless cycles while ensuring verification gaps are explicitly documented.

Can I use strategy stress testing to validate an interview packet before final review?

Yes, you can use strategy stress testing to validate an interview packet before final review. It identifies missing evidence, hidden assumptions, and contradictions, ensuring evidentiary sufficiency and reporting confidence with a safe-to-proceed outcome.