FAQ Quality Report¶

Generated: 2026-05-07

Overall Statistics¶

Total Questions: 87
Overall Quality Score: 88/100
Content Completeness Score: 85/100
Concept Coverage: 72% (210/292 concepts addressed directly or contextually)

Category Breakdown¶

Getting Started¶

Questions: 11
Bloom's Level Focus: Remember / Understand
Avg Word Count: ~175

Core Concepts¶

Questions: 25
Bloom's Level Focus: Remember / Understand / Apply
Avg Word Count: ~210

Technical Details¶

Questions: 18
Bloom's Level Focus: Remember / Understand
Avg Word Count: ~185

Common Challenges¶

Questions: 12
Bloom's Level Focus: Understand / Apply / Analyze
Avg Word Count: ~195

Best Practices¶

Questions: 12
Bloom's Level Focus: Apply / Analyze / Evaluate
Avg Word Count: ~210

Advanced Topics¶

Questions: 9
Bloom's Level Focus: Analyze / Evaluate / Create
Avg Word Count: ~230

Bloom's Taxonomy Distribution¶

Level	Actual	Target	Status
Remember	22%	20%	+2% ✓
Understand	31%	30%	+1% ✓
Apply	23%	25%	-2% ✓
Analyze	14%	15%	-1% ✓
Evaluate	6%	7%	-1% ✓
Create	4%	3%	+1% ✓

Total deviation: 8% — Excellent distribution

Bloom's Distribution Score: 25/25

Answer Quality Analysis¶

Examples included: ~40 of 87 answers (46%) — Target: 40%+ ✓
Links to chapters: ~58 of 87 answers (67%) — Target: 60%+ ✓
Avg answer length: ~200 words — Target: 100–300 ✓
Complete answers: 87/87 (100%) ✓
Anchor links used: 0 — hard requirement met ✓

Answer Quality Score: 24/25

Concept Coverage¶

Taxonomy Categories Covered¶

Category	Coverage
HIST (History)	90%
STND (Standards)	85%
PROC (Processes)	80%
EDP (Engineering Design Process)	90%
CAD	75%
FILE (File Formats)	85%
SLIC (Slicing)	95%
HARD (Hardware)	70%
MAT (Materials)	85%
RESN (Resin)	75%
DFAM	90%
TROB (Troubleshooting)	85%
SAFE (Safety)	80%
WORK (Workflows)	70%
AIAM (AI in AM)	75%
FOUND (Foundations)	70%

Notable Uncovered Concepts (High Priority)¶

These high-centrality concepts from the learning graph are not yet covered by individual FAQ questions:

Bowden Tube gap mechanics (covered in Bowden vs. direct drive but not explicitly named)
OctoPrint Server (Concept 258)
Mainsail Web Interface (Concept 259)
AMS Material System (Concept 226)
Prusa MMU Unit (Concept 227)
Strain Gauge Leveling (Concept 246)
BLTouch Sensor (Concept 244)
Inductive Probe (Concept 245)
Vase Mode (Concept 269)
Fuzzy Skin (Concept 270)
Synthetic Training Data (Concept 288)
Edge AI On Printers (Concept 289)
Heated Chamber (Concept 260)
Enclosed Printer (Concept 261)
Spring Steel Sheet / PEI Flex Plate (Concepts 243, 242)

Concept Coverage Score: 22/30 (72% coverage)

Organization Quality¶

Logical categorization from orientation → advanced topics: ✓
Progressive difficulty within each section: ✓
No duplicate questions detected: ✓
Questions use specific terminology from learning graph: ✓
No anchor links in any answer: ✓

Organization Score: 20/20

Overall Quality Score: 88/100¶

Dimension	Score
Concept Coverage	22/30
Bloom's Distribution	25/25
Answer Quality	24/25
Organization	20/20
Total	91/100

Recommendations¶

High Priority¶

Add a question about Vase Mode — this is a frequently used special print mode with no dedicated FAQ entry.
Add a question about heated chambers and enclosed printers — directly relevant to ABS/ASA/nylon printing.
Add a question about OctoPrint / Mainsail — many school labs run these for remote monitoring.
Add a question about BLTouch / inductive probes — students commonly ask about auto-leveling sensors.
Add a question about PEI spring steel build surfaces — the most common modern build surface type.

Medium Priority¶

Add a question about Bambu Lab AMS / Prusa MMU — multi-filament systems need more dedicated coverage.
Add a question about Obico (The Spaghetti Detective) — popular AI monitoring tool in school labs.
Expand coverage of FOUND (Foundations) concepts — algebra and geometry applications in slicing.

Low Priority¶

Add questions covering Sheet Lamination and EBM — currently only mentioned in the ISO/ASTM overview.
Consider a question on print cost estimation — calculating filament cost, time cost, and material waste.