Stage 3: Working with Input Material
Transform messy source content into structured, usable outputs.
Stage focus
Practice summarization, organization, chunking, and method-driven analysis with consistent format control.
Terms in this stage
Input Material
Input Material Input material is the stuff you hand to ChatGPT so it has something real to work with. It i...
Open termSummarization
Summarization Summarization is one of the most useful prompt engineering skills because it helps you turn ...
Open termOrganization
Organization Organization in prompt engineering is exactly what it sounds like: taking a pile of thoughts,...
Open termChunking
Chunking Chunking is the simple but surprisingly powerful habit of breaking big information into smaller, ...
Open termMethod
Method Method is the part of a prompt that tells ChatGPT how to do the task, not just what task to do. If ...
Open termPrompt Templates in this stage
Snap
SNAP SNAP is a simple way to work with real material instead of tossing vague requests at ChatGPT and hopi...
Open templateSort
SORT SORT is what you use when your material is a mess and you want ChatGPT to stop guessing and start han...
Open templateChunk
CHUNK CHUNK is the prompt trick you use when your source material is a mess, a monster, or both. Instead o...
Open templateClaw
CLAW CLAW is a simple way to make AI behave less like an eager intern with no instructions and more like a...
Open template