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Sample audit. Anonymized data from a real course type — this is what CourseLint output looks like for your own courses.
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CLCourseLint

Fundamentals of Accounting

audit #A-2291 · medium course · 25 Jun 2026
OVERVIEW · FREE
↑ Quality score — higher is better (0–100)
62/ 10026 findings · 8 planes
indicative quality score
Critical
6
To improve
11
OK
8
Needs review
1
id · plane · checkpoint · severity · description · recommendation · location · source · confidence
Severity
Critical — blocks quality
Medium — should be improved
OK
Needs review — uncertain finding
N/A — not evaluated (deeper audit / API)
Finding source
det rule engine
AI language model
vision image analysis
hybrid rules + AI
Confidence
Deterministic findings have a confidence of 1.0. AI findings go through two-phase verification. The confidence threshold rises with depth.
Traffic light by plane
critical medium OK needs review not evaluated (N/A)
Click a plane — it shows what it checks.
Evaluated 7 of 8 planes fully. Not evaluated: 7 (Student Engagement (requires API connection))Not evaluated in this audit.
What we checked
Course content by section6 sections · 21 activities · 120 quiz questions
1 · Introduction to Accounting4 items
Course goals (page)
Syllabus.pdf
Introductory text1
Discussion forum
2 · Accounting Documents4 items
Theory of accounting documents
Study materials2
Entry quiz
Exercise – documents
3 · Tax Records4 items
Topic goals1
Tax records explained
Examples.pdf
Quiz: tax records
4 · VAT4 items
Introductory lecture (video)1
VAT rates1
VAT forms.pdf
Quiz: VAT1
5 · Closing and Statements3 items
Financial statements
Discussion forum1
Exercise – closing
6 · Final Assessment2 items
Summary materials
Final test2
A lock on an activity = we found finding(s) there. You can see how many and their severity right away; the exact location, description and recommendation are unlocked by Standard.
Most severe findings
2.1CriticaldeterministicPlane 2 · Content integrity
Links to study materials lead to a non-existent page
location · description · recommendation
1.2CriticalAIPlane 1 · Pedagogy
Some course goals have no verification in assessment
location · description · recommendation
6.1CriticaldeterministicPlane 6 · Grading
Grade category weights do not sum to 100%
location · description · recommendation
2.4CriticaldeterministicPlane 2 · Content integrity
The embedded lecture video is unavailable
location · description · recommendation
plus 2 more critical + all 11 medium findings — unlocked by Standard
Unlock the full report
The free version shows that the course is on fire and which sections. Standard shows what · where · how.
Exact location of every finding
Description and fix recommendations
Prioritized list
PDF export
AI-generated, indicative. The free Overview shows the traffic light, counts and which sections have findings; the exact location, description and recommendation are part of the paid report. Fixes are not part of the audit.