Begin with repeated work
List the AI tasks you perform more than once: summarizing calls, drafting briefs, comparing options, writing outreach, or reviewing documents. Those repeated jobs deserve reusable templates first.
A small library of proven prompts is more useful than hundreds of copied examples you have never tested.
Design prompts as templates
Separate stable instructions from changing inputs. Keep the role, process, quality bar, and output format in the template; use clear placeholders for the topic, audience, source, and constraints.
Include a short description of when to use the prompt and what a good result looks like. This makes retrieval faster and helps another person use it correctly.
Create a naming and labeling convention
Use names that begin with a verb and describe the result: “Compare three positioning options” or “Extract risks from a contract.” Add a few broad labels for function, channel, or workflow stage.
Review duplicates periodically. Merge overlapping versions and archive prompts that no longer reflect how you work.
Keep improvement connected to use
A prompt library should evolve from real outcomes. When a prompt fails, improve the stored version rather than fixing only the current chat. BuzzCraft centralizes prompts and skills and offers separate Skill and Prompt Template catalogs so improvements remain available the next time the task appears.