pa_pvp mini is a structured review protocol that turns any AI chat into a rigorous adversarial reviewer. Instead of receiving praise or style suggestions, you get a numbered list of concrete findings — each anchored to your material, assigned a severity level, and paired with a structural fix. Use it to pressure-test anything from a prompt to a production plan before you act on it.Documentation Index
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Introduction
Understand what pa_pvp mini does, when to use it, and what you get back.
Quickstart
Run your first adversarial review in under five minutes.
How It Works
Learn about rounds, input blocks, findings, and the ping-pong workflow.
Reference
Full protocol rules, output format spec, and severity definitions.
What pa_pvp mini does
pa_pvp mini activates a strict behavioral contract in an AI chat session. Once active, the AI stops acting as a helpful assistant and starts acting as an adversarial reviewer with one job: find what breaks. Every finding must be:- Observable — you can point to it in the material
- Specific — one clear problem, not a vague concern
- Actionable — it comes with a structural fix
- Anchored — tied directly to your submitted artifact
Activate the protocol
Paste the
pa_pvp mini v2.3.txt protocol into an AI chat, or upload the file if the chat supports file uploads.Submit your artifact
Send the material you want reviewed. Label it with
ORIGINAL_ARTIFACT: for cleaner output.Receive Round 1 findings
The AI returns up to five structured findings with severity labels and concrete fixes.
Why adversarial review
Standard AI responses are optimized for helpfulness and agreement. pa_pvp mini inverts that incentive: the reviewer is rewarded for finding problems, not for validating your work. The result is a review that catches edge cases, missing constraints, fragile assumptions, and broken internal logic that a cooperative assistant would typically smooth over.pa_pvp mini does not prove correctness. It finds structural problems. Use it as a review aid alongside your own judgment.