Nothing beats a nicely written prompt
PROMPT ENGINEERING
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Making Individual Prompt Development Accessible and Measurable
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Not exactly haha. I just want to make the development of individual prompts more accessible and measurable. The real work is stringing these prompts together to make a system like this one.
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Using ChatGPT for a Content Generation Workflow
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How I Use AI to Generate $30,000/Month: My Honest Workflow 1. ChatGPT for Copywriting I use ChatGPT for all my blog posts: • Create a content matrix with a mega-prompt to generate ideas
• Use another mega-prompt to write the actual posts
• Iterate drafts by giving -
Claude 3 Prompt Engineer Auto-generates Test Cases
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It's based on my previous `gpt-prompt-engineer` that went viral (5k+ stars on Github) with a few massive improvements:
– Uses Claude 3 (writes far better prompts than GPT-4)
– Auto-generates test cases, further automating the prompt eng process
– Supports multi-variable prompts! -
Prompt Engineering Tournament System with ELO Comparison
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How it works, in a nutshell:
– The user describes the task and input variables
– Claude generates many candidate prompts to try
– Each prompt generates against each test case, and the outputs are compared (by Claude!) for each combo, ELO tournament-style
– Highest score wins! -
AI-Generated Prompts Outperform Manual Prompt Engineering
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I've been blown away by the quality of the generated prompts. Often, they outperform the prompts I'd write by hand (especially when I ask it to generate and compare 10+ prompts). I am already using this for my day-to-day prompting work… it takes the guesswork out of it.
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claude-prompt-engineer: AI Agent Creates Optimal Claude Prompts
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Introducing `claude-prompt-engineer` ✍️
— Matt Shumer (@mattshumer_) 20 mars 2024
An agent that creates optimal Claude 3 prompts.
Just describe a task, and a chain of AIs will:
– Generate many possible prompts
– Test them in a ranked tournament
– Return the best one
And it's open-source: https://t.co/nrivU2BWmn pic.twitter.com/ruxDCrq1DLIntroducing `claude-prompt-engineer` An agent that creates optimal Claude 3 prompts. Just describe a task, and a chain of AIs will:
– Generate many possible prompts
– Test them in a ranked tournament
– Return the best one And it's open-source: https://
github.com/mshumer/gpt-pr
ompt-engineer
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Claude Constrained Agent Chains Calls for Optimal Prompts
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`claude-prompt-engineer` is a constrained agent — meaning its behavior is highly-controlled, leading to better results than open-ended agents. It chains together lots of Claude 3 calls that work together to find the best possible prompt.
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Advanced Prompt Engineering Techniques: Chain-of-Thought Methods
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5. Advanced Techniques in Prompt Engineering
— Rowan Cheung (@rowancheung) 20 mars 2024
This is probably the most advanced course I’ve seen on Prompt Engineering.
It gets you to practice the Chain-of-Thought method and one that I’ve never seen before, Chain-of-Thought with Backtracking! pic.twitter.com/ZbFdTHUDYG5. Advanced Techniques in Prompt Engineering This is probably the most advanced course I’ve seen on Prompt Engineering. It gets you to practice the Chain-of-Thought method and one that I’ve never seen before, Chain-of-Thought with Backtracking!
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Markdown Prompt Framework for Precise Text Modification Skills
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4. Prompt Engineering for Precise Text Modification
— Rowan Cheung (@rowancheung) 20 mars 2024
This course teaches really cool skills on achieving specific text modifications.
As your prompts grow, you can use the Markdown Prompt Framework (MFP) they developed for prompt engineering. pic.twitter.com/sapgIfAs6w4. Prompt Engineering for Precise Text Modification This course teaches really cool skills on achieving specific text modifications. As your prompts grow, you can use the Markdown Prompt Framework (MFP) they developed for prompt engineering.