Framework Document
The Van Vliet Prompting Playbook v1.0
A systems-oriented framework for extracting reliable, verifiable, and scalable outputs from probabilistic models.
Overview
The Van Vliet Prompting Playbook v1.0 is a framework document for advanced operators, engineers, and researchers working with high-stakes analytical, technical, or protocol-level systems.
It is structured around prompting discipline, adversarial critique, deterministic validation, recursive improvement, and the design of fail-closed autonomous systems.
Document Scope
The document is designed as both a practical prompting standard and a systems framework for scaling beyond one-off prompting into reusable, validated, and self-correcting workflows.
It covers foundational prompting principles, prompt-to-pipeline transitions, and constraint-aware agent design for high-reliability environments.
Publication Note
This page serves as the public entry for the PDF edition. Future revisions may expand this page with supporting notes, examples, or implementation commentary.