Zahnow Library guides/Applied AI literacy
LEARN · EXPERIMENT · REFLECT

Applied AI lessons

10 lessons and six hands-on experiments. Work through them in order, at your own pace.

Lesson 4 of 10

Prompting with CLEAR and researching with the library

In plain termsA prompt is just the instructions you give an AI. Vague prompts get vague answers. CLEAR gives you five habits: be Concise, Logical, Explicit, Adaptive, and Reflective. You don’t have to get it perfect the first time — the real skill is reading the answer, then revising your prompt.

The prompt framework

CLEAR: five habits make a prompt clear

CLEAR is Leo S. Lo’s framework for prompting. Five habits, one per letter, turn a vague request into a prompt a model can act on.

Before you sendAfter the answer
  1. CConciseCut extra words
  2. LLogicalPut steps in order
  3. EExplicitSay format, role, tone
  4. AAdaptiveRevise after results
  5. RReflectiveFact-check and learn
Reflecting on each answer feeds your next, better prompt.

Takeaway: Each habit tightens the prompt, and reflecting on each attempt feeds the next one.

Sources: Lo, L. S. (2023). The CLEAR path. The Journal of Academic Librarianship, 49(4), 102720. https://doi.org/10.1016/j.acalib.2023.102720

Check your understanding

1. Your first prompt gives a vague, generic answer. What’s the CLEAR move?
2. An AI gives you a perfect-looking citation for your paper. What do you do first?