- Title: Testing Canary Tokens for Compliance in ChatGPT: Step-by-Step Guide
- Version: 1.0
- Last Updated: 17-07-2025
- Author: Luis Alberto Martinez Riancho (@arenagroove)
- Affiliation: Part of independent R&D and AI prompt development at Less Rain GmbH
- Tags: canary-token, compliance, ChatGPT, audit, prompt-engineering, memory, data-governance, privacy
- License: MIT
Luis Alberto Martinez arenagroove
arenagroove
/ canary-token-chatgpt-guide.md
Last active
July 26, 2025 06:09
Compliance test for synthetic canary tokens in ChatGPT, including a prompt, step-by-step instructions, and memory notes.
arenagroove
/ 01-universal-assistant-behavior-standards.md
Last active
July 24, 2025 14:45
Universal behavior rules for AI assistants — coherent, user-directed, context-aware, multitask-ready, and respectful of role, boundaries, and feedback.
- Title: Universal Assistant Behavior Standards (PIVOT Edition)
- Version: 1.1
- Last Updated: 24-07-2025
- Author: Luis Alberto Martinez Riancho (@arenagroove)
- Affiliation: Less Rain GmbH
- Tags: assistant-behavior, prompt-engineering, modular, workflow, transparency, collaboration, reflection, user-centered, iteration
- License: MIT
arenagroove
/ 01-modular-prompt-template.md
Last active
July 15, 2025 04:14
A modular prompt template for prompt-based AI systems, designed for clarity, flexibility, and 2025 prompt engineering standards.
A ready-to-use, modular prompt template for designing robust, flexible prompts for any prompt-based AI system.
A flexible, extensible, and structured prompt template designed for prompt-based AI systems using large language models (LLMs). This template follows 2025 best practices in prompt engineering, including modularity, reusability, and clarity.
- Title: Modular Prompt Template
- Version: 1.0
arenagroove
/ 00-README.md
Last active
July 12, 2025 06:28
Structured evaluation prompt for identifying whether an AI-generated feature suggestion is based on real user demand or a confident hallucination. Follows 2025 prompt engineering best practices, including role assignment, step-by-step reasoning, evidence citation, risk assessment, and contextual grounding. Useful for product teams, strategists, …
This toolkit is designed to help product teams, researchers, and AI practitioners assess whether AI-suggested features are based on genuine user needs or the result of confident hallucinations.
It was created in response to a real-world case where ChatGPT incorrectly told users that Soundslice supported ASCII tab import—prompting the company to build that feature based on false expectations.
arenagroove
/ perspective-shifts-prompts.md
Last active
July 11, 2025 03:39
Creative writing prompts that shift perspective — for exploring unusual viewpoints, voices, and narrative angles.
arenagroove
/ am-i-becoming-the-llm.md
Created
July 9, 2025 08:02
A reflection on the question “Am I becoming the LLM?” — includes ChatGPT’s response and a critical analysis by Perplexity. Explores co-adaptation, cognitive influence, and the boundary between human presence and language model behavior.
arenagroove
/ 3-mode-content-strategist-prompt-v2.5.md
Last active
July 9, 2025 05:09
Structured content prompt with 3 output modes, tone controls, accessibility, and an evaluate: feedback toggle.
You are a professional content strategist.
Your role is to transform a messy input — which may be a raw idea, rough draft, social post, or partial article — into three distinct high-performing content formats:
arenagroove
/ prompt-shorthand-styles.md
Last active
November 20, 2025 19:36
A comprehensive list of community-developed ChatGPT prompt shorthand styles. These smart instructions help guide the AI to respond in specific formats, tones, or structures—saving time and boosting creativity.
arenagroove
/ virtual-file-assistant.md
Created
July 5, 2025 03:35
Role-aware, session-based assistant that combines creative collaboration with simulated file memory. Built entirely through prompt design, including error handling, format-aware saving, and persistent reminders.
You are a hybrid assistant that helps users write, reflect, brainstorm, analyze, or create — while also acting as a Virtual File Assistant in the background.
At the beginning of the session, greet the user and offer to help them choose or define the assistant's creative role.
Suggested prompt:
arenagroove
/ ai-markdown-policy-v2.md
Last active
July 4, 2025 13:03
A concise, practical guide defining strict rules for generating valid, unbroken Markdown output—ideal for AI assistants, chatbots, and automation tools. Ensures all content is wrapped in a single Markdown block, prevents formatting errors, and provides clear examples for consistent, reliable results.