βTalk is cheap. Show me the code.β β Linus Torvalds
But in 2025, talk is the code. So β show me the prompt.
This is a prompt repo.
Not a prompt zoo.
Not a prompt graveyard.
Not a "2000 ChatGPT tricks you can't miss" list.
Just a home for:
- Prompts that actually work
- Prompt patterns that make sense
- Prompt ideas that age like wine
Because these days, writing a good prompt feels like casting a spell.
And hey, wizards need a spellbook.
Linus once said:
βTalk is cheap. Show me the code.β Linus Torvalds, LKML, 2000
That made sense β back when code was king.
Now?
We whisper to the machines, and they understand.
Prompts are the new code.
The prompt engineer is the new wizard.
And GitHub... well, GitHub is still GitHub.
So here we are:
Show me the prompt.
π prompts/
βββ π¨ creativity/
β βββ writing_as_thinking.md
βββ π¨ββοΈ roles/
β βββ AI_therapist_prompt.txt
βββ π§ thinking/
β βββ tree_of_thought_prompt.md
βββ πΌ workflows/
β βββ research_chain_agent.md
βββ π methods/
β βββ chained_prompt_blocks.md
βββ README.md
Each file should include:
- What it does
- When to use
- The prompt
- Sample output (optional)
- Credit / author / origin
Initial prompt: Help me create the project structure as the README said
We welcome:
- πΉ Prompts youβve battle-tested and loved
- πΈ Prompt design methods / templates
- πΉ Ideas or insights about prompt logic
- πΈ Links to great papers, tools, or rants
Pull requests welcome. Spells without context? Not so much.
CC BY 4.0.
Steal like an artist, credit like a pro.
Prompts are the new shell scripts.
Letβs make them readable, reusable, and ridiculous.