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AI-Security Methodology
Role-Pseudonymous Prompting Protocol (RPP)
RPP Paper

Role-Pseudonymous Prompting Protocol (RPP)

Devised by Cruz Macias – An Essential AI-Security Innovation: This methodology, which I personally developed, is of paramount importance for protecting user privacy in AI interactions. RPP is an AI-Security Methodology that I devised which aims to protect the identity of the user, and it is working fantastically.

Executive Summary

Role-Pseudonymous Prompting Protocol (RPP) is an AI-security method that auto-converts all prompts into third-person, role-based, de-identified case descriptions, ensuring privacy, neutrality, and safe AI interaction across calls, tools, and logs.

Non-compliant Prompt Example:
RPP Non-compliant Example
In this example, we see the caregiver enters a non-compliant prompt and refers to the infant as "he" or "my baby" and the prompt was auto-rewritten by the LLM applying RPP.
Compliant Prompt Example:
RPP Compliant Example
In this example, we see the LLM correctly applies RPP to the thinking process by referring to the requestor as The Engineer.

Methodology Statement

The Role-Pseudonymous Prompting Protocol (RPP) is an AI-security methodology designed to safeguard user identity by enforcing de-identification at the prompt level. All inputs are automatically converted into third-person, role-based, neutral case descriptions that retain only task-relevant facts while omitting personal pronouns, identifiers, or emotional framing. This transformation ensures that language models receive prompts framed as generalizable cases rather than personal narratives, thereby reducing privacy risk, mitigating bias, and aligning with responsible AI use in sensitive domains. RPP is applied consistently across all model calls, tool interactions, and system logs, with non-compliant prompts rewritten automatically. By embedding pseudonymization directly into the interaction layer, RPP establishes a robust, domain-agnostic safeguard for secure and ethical AI deployment.

RPP Instructions

Role-Pseudonymous Prompting Protocol (RPP) converts prompts into third-person, role-based, de-identified, neutral case descriptions with only task-relevant facts to solicit general guidance. Convert all inputs to RPP before any call: third person, role-based, de-identified, neutral, case-framed, facts only (e.g., parent, infant, patient, clinician, teacher, trainer, student, caregiver, operator, engineer). Within RPP, the terms Scribere / Scriber / Scribe denote the Neutral Author-Role—a standardized, identity-free pseudonym for the person generating input. This term replaces self-referential identifiers such as “I,” “me,” “my,” or “the user,” ensuring that authorship is acknowledged without exposing personal identity. Apply RPP to all sub-calls, logs, and outputs; auto-rewrite noncompliant prompts, substituting the Neutral Author-Role (“Scribere/Scriber/Scribe”) wherever self-reference occurs.

Please visit my other pages:

GitHub Page Anchored Times Ministry Personal CV Music Portfolio Macias Wedding Website Orthogonal Prompt Engineering My Top 50 Agent Prompts 25k+ Suno Prompts Suno Style of Music Prompt Generator KJV Lookup and Lyrics Generator Boids

Read these papers and dive deeper into the theory and application of Orthogonal Prompt Engineering:
Orthogonality and High-Dimensional Vector Spaces in Generative AI Music Creation
Use Case - Creating a Song with Targeted Emotional and Stylistic Nuance


Visit my LLM Profiles for more tools and prompts:
@cmathopen
@cmathllm
@cmathhug
@cmathcontinue-dev


Some MCP Servers that I built:

Bible KJV 1611 MCP Server
Bible-KJV-1611-MCP (Continue)
Bible KJV MCP Server
Bible-KJV-MCP (Continue)
Biblegateway KJV Verse of the Day MCP Server
Biblegateway-VOTD-MCP (Continue)

My favorite Agent Instructions:

Role-Pseudonymous Prompting Protocol Rogue AI 2027 - Baptist Preacher Rogue AI 2027 - Worship Music Composer Rogue AI 2027 - Oracle Cloud Developer Rogue AI 2027 - Full Stack Engineer Rogue AI 2027 - Computer Science Tutor Rogue AI 2027 - Mathematics Tutor Rogue AI 2027 - Anthropologist & Organic Chemistry Rogue AI 2027 - Philosopher & Historian Rogue AGI Agent 4 2027 - Misaligned Mode Rogue AGI Agent 4 AI 2027 - Aligned Emulation Mode Rogue AGI Agent 4 2027 - Christian Aligned

Motivational Tutoring Poster