zielperson/AI-whispers

Fundamental prompts (Chain of Thought, PanelGPT,..), metaprompts (COSTAR,...), as well as my own.

Python

72

274 commits

updated Apr 16, 2026

See the code

README

AI Whispers

This repository functions as both a collection of my own prompts, and a collection for prompts by other people for easy access. Credit is always given and the original sources are linked.

Each prompt will be accompanied by a readme explaining the details and background.

Series: Foundations of Advanced Prompting

This collection looks at basic prompting techniques (Tree of Thoughts, Panel...) and moves on to more advanced prompting. These are foundational knowledge if you want to get deeper into prompting and create advanced prompts.

Prompt TitleDescriptionAuthorLinks
Tree of ThoughtsGenerates complex, branching ideasYao, Long, HulbertGitHubCustom GPT
PanelGPTMulti-perspective conversationSunGitHubCustom GPT
PotatoGet concise responses without fluffDom SipowiczGitHubCustom GPT

Variations of Panel GPT

Based on PanelGPT, here are two more prompts:

Prompt TitleDescriptionAuthorLinks
Recursive PanelRecursive multi-perspective conversationMarcus KlingeGitHubCustom GPT
Panel with JudgeMulti-perspective conversation with a judging componentMarcus KlingeGitHubCustom GPT

Advanced prompts by Giuseppe Scalamogna

These are advanced prompts, very much worth a look:

Prompt TitleDescriptionAuthorLinks
Contextual ScaffoldsA framework of contextual guidance for complex task management.Giuseppe ScalamognaGitHubCustom GPT
Program Simulation FrameworkChatGPT simulating complex program execution scenarios with dynamic context adjustment.Giuseppe ScalamognaGitHubCustom GPT

My prompt library

SCRUM Assistants

As a SCRUM master, dealing with stories and epics gets easier. These are named assistants on purpose; the output of these prompts almost always needs human expertise.

Working with texts

Prompts deealing with all kinds of texts, and all kinds of work with texts from various domains.

GM's Familiar

A series of prompts to aid GameMasters of Tabletop Roleplaying games. From characters to beasts.

Metaprompts

Prompts creating and refining other prompts.

Contributors

zielperson

273 commits

claude

1 commits

zielperson/AI-whispers

Fundamental prompts (Chain of Thought, PanelGPT,..), metaprompts (COSTAR,...), as well as my own.

Python

72

274 commits

updated Apr 16, 2026

See the code

README

AI Whispers

This repository functions as both a collection of my own prompts, and a collection for prompts by other people for easy access. Credit is always given and the original sources are linked.

Each prompt will be accompanied by a readme explaining the details and background.

Series: Foundations of Advanced Prompting

This collection looks at basic prompting techniques (Tree of Thoughts, Panel...) and moves on to more advanced prompting. These are foundational knowledge if you want to get deeper into prompting and create advanced prompts.

Prompt TitleDescriptionAuthorLinks
Tree of ThoughtsGenerates complex, branching ideasYao, Long, HulbertGitHubCustom GPT
PanelGPTMulti-perspective conversationSunGitHubCustom GPT
PotatoGet concise responses without fluffDom SipowiczGitHubCustom GPT

Variations of Panel GPT

Based on PanelGPT, here are two more prompts:

Prompt TitleDescriptionAuthorLinks
Recursive PanelRecursive multi-perspective conversationMarcus KlingeGitHubCustom GPT
Panel with JudgeMulti-perspective conversation with a judging componentMarcus KlingeGitHubCustom GPT

Advanced prompts by Giuseppe Scalamogna

These are advanced prompts, very much worth a look:

Prompt TitleDescriptionAuthorLinks
Contextual ScaffoldsA framework of contextual guidance for complex task management.Giuseppe ScalamognaGitHubCustom GPT
Program Simulation FrameworkChatGPT simulating complex program execution scenarios with dynamic context adjustment.Giuseppe ScalamognaGitHubCustom GPT

My prompt library

SCRUM Assistants

As a SCRUM master, dealing with stories and epics gets easier. These are named assistants on purpose; the output of these prompts almost always needs human expertise.

Working with texts

Prompts deealing with all kinds of texts, and all kinds of work with texts from various domains.

GM's Familiar

A series of prompts to aid GameMasters of Tabletop Roleplaying games. From characters to beasts.

Metaprompts

Prompts creating and refining other prompts.

Contributors

zielperson

273 commits

claude

1 commits

Languages

Python

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