AI & Answer Library
Reusing answers across entries
How to pull existing library content into a new application without duplicating or losing track of versions.
Updated
The value of the library compounds over time — the more entries you complete, the less original writing each new application requires. Here's how to use it effectively when you're working on a new entry.
Let the Assistant pull from it automatically
When you give the Assistant a prompt, it searches the library as part of generating its response. You don't need to point it at specific entries — it will surface relevant content automatically. If you want more control, you can reference a specific entry by name in your prompt:
"Draft an answer to [question]. Use the Acme Corp case study from our library as the primary example."
Search the library directly
Go to Library → search for a keyword. Click any entry to open it. You can copy sections into your submission draft or use the Use in Assistant button to pass it to the Assistant with a prompt.
When to adapt vs. copy
Some submission answers can be copied almost verbatim: company overview, founding story, leadership bios. Others need meaningful adaption even if the underlying facts are the same — a case study that landed well in a technology award might need reframing before it works in a professional services context.
A useful rule: if the question is near-identical across two submissions, copy and lightly edit. If the question is different but the subject matter overlaps, brief the Assistant and let it redraft.
Versioning
The library doesn't have formal version control, but you can track changes by keeping dated entries alongside the current version. For example: "Company overview — 500 words (Q2 2026)" alongside a revised "Company overview — 500 words (Q4 2026)." Tag both with the same topic so searches surface both.
After a successful entry
When an entry wins or is shortlisted, go back to the submission and pull out the answers that worked. Save them to the library with a note ("Winner — [Award name] 2026"). These are your best material. Judges voted for them.
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