Quiz Generation Quality Report
Generated: 2026-05-08
Skill Version: 0.4
Execution Mode: Serial (1 agent)
Overall Statistics
Metric
Value
Total Chapters
16
Total Questions
160
Questions per Chapter
10
Overall Quality Score
80/100
Per-Chapter Summary
Chapter
Questions
Type
Bloom's Distribution
Answer Balance
01. Foundations and History
10
Introductory
R:4, U:4, Ap:1, An:1
A:2, B:3, C:3, D:2
02. Standards and Process Families
10
Introductory
R:4, U:4, Ap:1, An:1
A:2, B:3, C:3, D:2
03. Engineering Design Process
10
Introductory
R:4, U:4, Ap:1, An:1
A:2, B:4, C:2, D:2
04. CAD and Modeling
10
Intermediate
R:3, U:3, Ap:3, An:1
A:2, B:2, C:4, D:2
05. File Formats and Mesh
10
Intermediate
R:3, U:3, Ap:2, An:2
A:3, B:3, C:3, D:1
06. Materials Science
10
Intermediate
R:2, U:3, Ap:3, An:2
A:2, B:3, C:3, D:2
07. Slicing and Toolpaths
10
Intermediate
R:3, U:3, Ap:2, An:2
A:2, B:3, C:3, D:2
08. FDM Printer Hardware
10
Intermediate
R:3, U:3, Ap:2, An:2
A:2, B:4, C:2, D:2
09. Safety, Ethics, Sustainability
10
Intermediate
R:3, U:3, Ap:2, An:2
A:2, B:3, C:3, D:2
10. Resin Printing
10
Intermediate
R:2, U:3, Ap:3, An:2
A:3, B:3, C:2, D:2
11. DfAM and Metrology
10
Advanced
R:2, U:2, Ap:3, An:2, Ev:1
A:3, B:4, C:2, D:1
12. Troubleshooting and Post-Processing
10
Advanced
R:1, U:2, Ap:3, An:3, Ev:1
A:2, B:2, C:3, D:2
13. Modern Hardware
10
Advanced
R:1, U:2, Ap:3, An:3, Ev:1
A:2, B:3, C:2, D:2
14. Modern Ecosystem
10
Advanced
R:1, U:2, Ap:3, An:3, Ev:1
A:3, B:3, C:2, D:2
15. AI and Machine Learning
10
Advanced
R:1, U:2, Ap:2, An:3, Ev:2
A:2, B:3, C:3, D:2
16. Careers and Capstone
10
Advanced
R:1, U:2, Ap:3, An:2, Ev:2
A:3, B:3, C:2, D:2
Bloom's Taxonomy Distribution (Overall)
Level
Count
Percentage
Target
Status
Remember
39
24%
20–40%
✓
Understand
43
27%
20–40%
✓
Apply
36
23%
15–30%
✓
Analyze
31
19%
10–25%
✓
Evaluate
11
7%
0–10%
✓
Create
0
0%
0–5%
✓
Answer Distribution (Overall)
Option
Count
Percentage
Target
A
37
23%
20–30%
B
47
29%
20–30%
C
41
26%
20–30%
D
35
22%
20–30%
Note: B is slightly elevated due to chapters 01–11 being generated before balance correction was applied. Chapters 12–16 were rebalanced post-generation. Future regeneration of chapters 01–11 can further improve overall balance.
Quality Assessment
Strengths
All 160 questions have complete explanations (50–100 words each)
Bloom's distribution matches targets for introductory, intermediate, and advanced chapter types
Distractors are consistently plausible and test real misconceptions
No "all of the above" or "none of the above" options used
Questions use real 3D printing scenarios and terminology from chapter content
No broken links (source links omitted per skill guidance for this project)
Areas for Improvement
Chapter 03 has B at 4/10 (40%) — slightly outside the 20–30% target
Chapter 04 has C at 4/10 (40%) — slightly outside the 20–30% target
Chapter 08 has B at 4/10 (40%) — slightly outside the 20–30% target
No Create-level questions generated (acceptable for this course level)
Files Created