Copy the Recipe Text
Use a recipe you own or are authorized to transform. Capture its title, source link, yield, ingredients, instructions, temperatures, times, equipment, and any doneness or food-safety notes.
Turn an authorized recipe into a cook-friendly working copy with numbered steps and inline quantities, while preserving the source ingredients, temperatures, timing, and attribution.


Source episode · 23:36
Farm-to-Table Software: How I Built a Thanksgiving Party Hub with Lovable & Hacked Recipes with ChatGPTwith Claire Vo
Claire gives ChatGPT a recipe and asks it to preserve the ingredients while rewriting the instructions so every step includes the exact quantities needed at that moment.
A source-attributed recipe card whose numbered steps contain the exact ingredients and amounts needed for each action without changing the underlying recipe.
OpenAI conversational AI
Step by step
Follow the sequence once, then adapt the prompts, checks, and handoffs to your own setup.
3 steps
Use a recipe you own or are authorized to transform. Capture its title, source link, yield, ingredients, instructions, temperatures, times, equipment, and any doneness or food-safety notes.
Ask ChatGPT to reformat rather than reinvent the recipe. Require exact source values, inline quantities, divided-ingredient accounting, and a reconciliation table.
Reformat this authorized recipe into: title, source, yield, prep time, cook time, ingredients, equipment, and numbered instructions. In every instruction, repeat the exact ingredient and quantity used in that step. Preserve source units, temperatures, timing, order, doneness cues, and safety notes. If an ingredient is divided, show the portion in each step and confirm the portions total the listed amount. Do not add substitutions or new technique unless I request them. End with a source-to-output reconciliation table. [recipe]
Compare every output field with the source, especially divided ingredients, temperatures, timing, and doneness. Correct discrepancies before cooking, and retain the source link in the saved or shared version.
Turn an idea into a PRD, user stories, and a plan.
After the steps
How to recover when the loop fails and where human judgment helps.
Recover
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