adversarial-document-reviewer

What problem does it solve?

This Skill helps reviewers and stakeholders surface hidden assumptions, challenge premises, and stress-test major decisions in technical and product documents so that designs and proposals survive real-world constraints and scrutiny.

Core Features & Use Cases

• Premise challenging: Identify mismatches between stated problems and proposed solutions, and question success criteria and framing effects.
• Assumption surfacing: Extract environmental, user-behavior, scale, and temporal assumptions and describe consequences if they fail.
• Decision stress-testing & alternatives: Generate falsification tests, evaluate reversal costs and load-bearing choices, pressure simplification, and enumerate omitted alternatives for architecture, RFCs, migration plans, and high-stakes proposals.
• Use Cases: Reviewing architecture RFCs, compliance-sensitive designs, large migrations, product strategy documents, and proposals that introduce new abstractions.

Quick Start

Run an adversarial review of the attached document, surfacing unstated assumptions, constructing falsification tests for major decisions, and listing viable alternatives with confidence estimates.