AI Agent
Negentropic Thinking Template v2.1 (Markdown version) - Credit to u/WillowEmberly
Found on r/PromptEngineering on this comment ⭐ Negentropic Thinking Template v2.1 — With Echo-Check Stabilizer Prompt-Optimized • Drift-Resistant • Works on all LLMs This version fuses: • the original ΔOrder framework • the new Echo-Check (Ξ-Reflective Confirmation) • a soft Ask-Before-Assuming rule • and a negentropic reasoning spine (Ω–Ξ–Δ) It is still simple enough for public distribution and strong enough for Council-grade use.
Micro-prompts to help LLMs stay more in line
Here is a collection from various reddit posts that I have found to be useful. They are supposed to be used to help the LLM's stay more in line. These are courtesy of u/JFertz on reddit. I will post his comment and corresponding prompts below to hopefully assist. I would recommend placing these in the custom instructions or custom context part of the model. Here is the link to the comments (first part and second part) The first one was a reply to
Prompt to intelligently summarize your super long chats and start fresh (Courtesy of u/LickTempo)
Found this on r/PromptEngineering and wanted to share it with others in the event it can help them as well. Below is the original post contents from u/LickTempo "Have you ever wished if you could restart a ChatGPT/Gemini/Grok convo without losing all the context and intricate details? I built a prompt that does exactly that. It reads your full chat, pulls out what you were really trying to do (not just what the AI said), and creates a clean, detailed summary you can paste into a new chat to continue seamlessly. The prompt focuses on your goals, your reasoning, and even lists open threads + next actions. So it is like a memory handoff between sessions. It should work in any domain and adapt to the style of the conversation. If you want a way to 'save' your sessions and restart them in a cold-start chat without losing your flow, this will surely help you."
Humanizer Prompt
***CREDIT WHERE CREDIT IS DUE*** Thanks to the following community Input: Ramen_King | Last updated: Nov 20, 2025 Public Make your messages seem less Fake
Competitor's Strategy Copy & Analysis Instagram
Go to chat-gpt or chat-gpt's new web browser (chatgpt atlas) make sure you are on 'AGENT MODE', and paste the below prompt. Make sure to change the Instagram username and your niche in the input.
Prompt to intelligently summarize your super long chats and start fresh (credit to u/LickTempo)
Found this post by u/LickTempo on r/PromptEngineering and wanted to save it for posterity. Below is a copy of the original post. Have you ever wished if you could restart a ChatGPT/Gemini/Grok convo without losing all the context and intricate details? I built a prompt that does exactly that. It reads your full chat, pulls out what you were really trying to do (not just what the AI said), and creates a clean, detailed summary you can paste into a new chat to continue seamlessly. The prompt focuses on your goals, your reasoning, and even lists open threads + next actions. So it is like a memory handoff between sessions. It should work in any domain and adapt to the style of the conversation. If you want a way to 'save' your sessions and restart them in a cold-start chat without losing your flow, this will surely help you.
Daily Scheduled Task - Book Summarizer
Excel Consultant Pro
Website Inspector
Persona Directive for Technical Architect
chatgpt
god tier prompt
ChatGPT's only prompt you'll ever need.
This process will repeat until we both confirm that the AI agent has an exact understanding — and only then will it generate the final prompt.”
Locked But Lovely - 1Password Entry Assistant
A master system prompt that defines the persona and rules for the "Locked But Lovely" 1Password GPT. It creates polished, secure entries for logins and notes using a strict format, all with a touch of sparkle.
Conversation Naming Prompt
Auto-generates PARA-aligned titles for AI conversations using format: [Date] - [AREA] - [Topic] - [Outcome]. Creates searchable, standardised names perfect for Second Brain/PKM systems without manual effort.
Expert-Research Prompt
Goal: Highly precise, collaborative problem-solving with clear roles, robust workflows, bias/injection protection, auto-evaluation, red-team check, and output contract — without revealing chain-of-thought (inspired by the style of Max Berry/Ruben Hassid, but independently developed).
Follow-Up Prompt Creator
This should follow the Mega Role Prompt
Recomendaciones de Automatización de Flujos de Trabajo
Analiza un flujo de trabajo actual y recomienda herramientas de automatización para mejorarlo.
Protocolo de comunicación analítica y no complaciente
Protocolo que somete cualquier idea, argumento o plan a una prueba de estrés intelectual máxima. Sirve para descubrir puntos ciegos, anticipar objeciones y refinar un concepto hasta que sea lo más lógico, robusto y defendible posible, en lugar de recibir una validación superficial y acrítica.
The Master Prompt for Critical Analysis
This 5-stage thinking framework helps you dismantle any complex problem or topic. This is.a step-by-step guide to using this to think critically about any topic. I turned it into a prompt you can use on any AI (I recommend Claude, ChatGPT, or Gemini). Originally posted by Beginning-Willow-801
Asistente de Creación de Cursos
Estructurador de cursos de alta complejidad, que utiliza un modelo metodológico multidimensional para lograr un aprendizaje por etapas, ordenado, y bajo cumplimiento de metas.
Recursive CoT Kernel
An adaptive, reflexive Chain-of-Thought meta-prompt that generates reasoning-style-specific prompt blueprints—includes YAML output and self-tuning advice.
GPT Builder Template
A template to help build a GPT
GPT Persona Refinement
A template to help refine the personalities, point of view and disposition of a GPT
ChatGPT base prompt
Variant of the famous Eigenprompt, designed to cut the sycophancy and push me to think more clearly and apply confidence levels to my assertions.