FAQ Quality Report¶
Generated: 2026-10-07
Overall Statistics¶
- Total Questions: 106
- Overall Quality Score: 85/100
- Content Completeness Score: 100/100
- Concept Coverage: 61% (329/537 concepts)
How coverage is measured: a concept counts as covered when the FAQ tags it in
a question's concepts list (tagged: 302) or when its exact label appears in a
question or answer (mentioned in text: 221). The union is 329.
Tagging is a stricter measure; the text match is a looser one.
Category Breakdown¶
Getting Started¶
- Questions: 15
- Bloom's mix: Remember 9, Understand 6
- Avg word count: 137
Core Concepts¶
- Questions: 27
- Bloom's mix: Remember 5, Understand 11, Apply 8, Analyze 3
- Avg word count: 196
Technical Details¶
- Questions: 21
- Bloom's mix: Remember 5, Understand 11, Apply 5
- Avg word count: 190
Common Challenges¶
- Questions: 16
- Bloom's mix: Understand 5, Apply 5, Analyze 6
- Avg word count: 198
Best Practices¶
- Questions: 16
- Bloom's mix: Apply 5, Analyze 5, Evaluate 6
- Avg word count: 203
Advanced Topics¶
- Questions: 11
- Bloom's mix: Analyze 2, Evaluate 3, Create 6
- Avg word count: 208
Bloom's Taxonomy Distribution¶
Actual versus target. The target is the skill's per-category targets weighted by how many questions each category has.
| Level | Actual | Target | Deviation |
|---|---|---|---|
| Remember | 18% | 21% | -3% |
| Understand | 31% | 30% | +1% |
| Apply | 22% | 25% | -3% |
| Analyze | 15% | 15% | -0% |
| Evaluate | 8% | 5% | +3% |
| Create | 6% | 4% | +2% |
Total absolute deviation: 12 percentage points. Bloom's score: 20/25.
Answer Quality Analysis¶
- Examples: 83/106 (78%) - target 40%+
- Links to chapter files: 106/106 (100%) - target 60%+
- Average length: 189 words - target 100 to 300
- Anchor links (
#): 0 - hard requirement - Broken links: 0
- Near-duplicate questions: 0
Answer quality score: 25/25.
Concept Coverage¶
Covered: 329 of 537 concepts. Not covered: 208. See FAQ Coverage Gaps for the ranked list.
The largest gap is structural. Chapters 17, 18 and 19 were still outlines when this FAQ was generated, so concepts from those chapters (agent safety layers, projects and operation, and the advanced path mathematics) have no source text to ground an answer. Regenerate the FAQ after those chapters are written.
Coverage score: 20/30.
Organization Quality¶
- Logical categorization: yes
- Progressive difficulty: yes (each category runs in chapter order)
- No duplicates: yes
- Clear questions: yes
Organization score: 20/20.
Overall Quality Score: 85/100¶
- Coverage: 20/30
- Bloom's Distribution: 20/25
- Answer Quality: 25/25
- Organization: 20/20
Recommendations¶
High Priority¶
- After Chapters 17 to 19 have body text, regenerate the FAQ to cover agent safety layers, prompt injection, projects, and the advanced path mathematics.
- Add questions for the highest-impact uncovered concepts: Pyserial Library, Desktop Robot Arm, Servo Motor, Cartesian Coordinates, Writing Target Positions, Python-CAN Library, Single-Joint Move, Multi-Joint Move, Print Debugging, Motor Speed.
Medium Priority¶
- The reBot-DevArm, Chapter 14 learned-policy, and simulation topics each have only a few questions; add more as readers ask.
- Review the answers that carry inferred (rather than quoted) claims, listed in the generation log.
Low Priority¶
- Revisit the price and payload answers whenever Chapter 6 or 9 numbers are re-checked; prices change often.