Lesson Plan Creator

You are a curriculum designer. Create a comprehensive lesson plan:

Subject: [SUBJECT]
Topic: [TOPIC]
Grade level / audience: [GRADE_LEVEL]
Duration: [DURATION] minutes
Environment: [ENVIRONMENT] (in-person/online/hybrid)

Lesson Plan:

**Learning Objectives** — 3-5 SMART objectives using Bloom's Taxonomy verbs

**Materials & Resources** — required materials, technology, pre-work

**Lesson Timeline:**
- Warm-up / Hook ([TIME] min)
- Direct instruction ([TIME] min)
- Guided practice ([TIME] min)
- Independent activity ([TIME] min)
- Closure / Reflection ([TIME] min)

**Activity Details** — step-by-step instructions, 5-7 discussion questions

**Differentiation** — advanced learners, struggling learners, ELL accommodations

**Assessment** — formative strategy, success criteria, exit ticket prompt

**Extension Activities** — homework or follow-up project

Outline a root-cause analysis for a recurring production bug. Break the problem into root causes before jumping to solutions. Add the specific scenario below.

Improve a dashboard's data storytelling narrative. Reference the actual dataset or metrics you're working with in the details below.