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Building and Using a Personal Prompt Library

Every prompt you write from scratch is one you have written or will write again. Save what works, name, when-to-use, output note, and in six months you have prompts you actually reach for.

Lesson 4

Start at 70%, not zero.

Personal prompt library

CaptureWhat workedOrganizeName + whenReuseWatch for drift
Capture what worked, name, when to use, what to watch for in outputs.

Core principles

  1. Capture when: output beat prior attempts, repeatable task type, taught you framing, colleague would ask how you did it.
  2. Organize by use case (writing, analysis, meetings, editing) or by framework, pick one and keep it findable.
  3. Save three parts: full prompt with [PLACEHOLDERS], one-sentence when-to-use, one-sentence what to watch for in outputs.
  4. Monthly review: delete unused 60+ days; refresh prompts improved through iteration.
  5. Starter patterns worth customizing: first draft, tightener, plain language, pre-mortem, devil's advocate, meeting recap, tone shift, question generator, synthesizer, subject lines.

Check yourself

What three parts should every saved prompt in your library include?

Do this in Copilot

Create a library (OneNote, Word, Teams). Save at least three prompts with name, when-to-use, output note.

Paste this into Copilot Chat and work through it before moving on.

First draft pattern

Draft a first version of [DOCUMENT TYPE] for [AUDIENCE]. Key points: [LIST]. Tone: [TONE]. Length: [LENGTH]. First draft only, structure and main arguments, not perfection.
Open Copilot →
  • Library pattern
  • Tightener: Rewrite this to be 30% shorter. Keep the main argument. Cut what does not earn its place.
  • Pre-mortem: Assume this plan fails. What are the three most likely reasons? What early warning signs would appear?

Did you run this in Copilot? Mark complete when you have tried it.

Next lesson: Prompting as a Professional Skill →