adversarial-document-reviewer

Name: adversarial-document-reviewer
Availability: InStock
Author: andreicr1

Challenge document premises and surface unstated assumptions and risks.

Updated Mar 14, 2026

Search Tags:#analysis #review #assumptions #stress-testing #adversarial #document #premises

Ready to run

npx skills add https://github.com/Andreicr1/netz-analysis-engine --skill adversarial-document-reviewer-andreicr1

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: adversarial-document-reviewer
Source: https://github.com/Andreicr1/netz-analysis-engine/tree/main/.gemini/skills/adversarial-document-reviewer
Command: npx skills add https://github.com/Andreicr1/netz-analysis-engine --skill adversarial-document-reviewer-andreicr1

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill provides an adversarial reviewer persona that challenges plans by testing the premises, surfacing unstated assumptions, and stress-testing decisions, rather than simply evaluating document quality.

Core Features & Use Cases

Premise challenging: asks whether the stated problem and goals really address the underlying issue and whether success criteria align with the real needs.
Assumption surfacing: forces explicit identification of environmental, user-behavior, scale, and temporal assumptions and their consequences.
Decision stress-testing: probes core technical and scope decisions for edge cases, trade-offs, and reversibility.
Depth calibration: guides practitioners to adjust the review depth based on document size, risk signals, and domain stakes.

Quick Start

Provide a counterargument to a document by identifying premises, surfacing unstated assumptions, and stress-testing the main decisions.

Frequently Asked Questions about adversarial-document-reviewer

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

FAQPage Schema

How do I stress-test the premises of a strategic plan?▼

Surfacing unstated assumptions in an architectural proposal forces explicit identification of environmental, user-behavior, scale, and temporal assumptions to evaluate their consequences and ensure decisions withstand scrutiny.

Can I use adversarial review to find alternative blindness in a document?▼

Adversarial review for high-stakes documents applies simplification pressure and alternative blindness techniques to challenge premises, surface assumptions, and stress-test decisions rather than simply evaluating document quality.

What is decision stress-testing for multi-requirement documents?▼

Decision stress-testing for multi-requirement documents probes core technical and scope decisions to identify edge cases, evaluate trade-offs, and assess reversibility to ensure plans withstand scrutiny.

How do I adjust review depth for large architectural proposals?▼

You adjust review depth for large architectural proposals by calibrating confidence based on document size, risk signals, and domain stakes to guide the adversarial analysis intensity.

When should I not use adversarial document review?▼

Adversarial document review targets high-stakes architectural proposals, multi-requirement documents, and strategic plans where decisions must withstand scrutiny, making it unsuitable for routine document quality evaluations or low-risk text reviews.