Course Description Assessment¶

Course Description Analyzer — Version 0.03

Overall Score: 89 / 100¶

Quality Rating: Good — Minor improvements recommended (75–89)

The course description for Ole Cup Entrepreneurship: A Liberal Arts Guide to the St. Olaf Pitch Competition is well-structured, rich in topic breadth, and contains strong Bloom's Taxonomy outcomes at the Understand, Apply, Evaluate, and Create levels. Two gaps hold it below 90: a missing "Topics Excluded" scope boundary and a thin Remember-level outcome section. Both are easy to address.

Detailed Scoring Breakdown¶

Element	Earned	Max	Assessment
Title	5	5	Descriptive and competition-specific
Target Audience	5	5	"All St. Olaf students regardless of major" with explicit examples
Prerequisites	5	5	Clearly listed; no business background required
Main Topics Covered	10	10	15 topics, each with 4–5 sub-concepts — excellent breadth
Topics Excluded	0	5	Missing — no explicit scope boundary section
Learning Outcomes Header	5	5	"By the end of this book, the reader will be able to:"
Remember Level	6	10	One combined bullet covers 3 items; needs 3 separate outcomes
Understand Level	10	10	Three verbs: explain, describe, interpret — strong
Apply Level	10	10	Three concrete deliverables tied to specific tools
Analyze Level	8	10	Two outcomes; a third would complete the level
Evaluate Level	10	10	Three clear judgment outcomes referencing Ole Cup criteria
Create Level	10	10	Full capstone (Ole Cup pitch) + team-building outcome
Descriptive Context	5	5	Rich historical context on Ole Cup + Ikigai diagram
TOTAL	89	100

Gap Analysis¶

Gap 1 — Topics Excluded (0/5 points lost)¶

The course description has no section listing what is not covered. Without explicit scope boundaries, the learning graph generator may enumerate concepts from adjacent fields that are out of scope — for example, advanced corporate finance, MBA-level strategy frameworks, IP law, securities regulation, or general management theory.

Impact on learning graph: May generate 10–20 off-scope concepts that dilute the 200-concept target.

Gap 2 — Remember Level (4 points lost)¶

The single Remember bullet packs three items into one sentence:

"Recall the four circles of the Ikigai Venn diagram, the nine blocks of the Business Model Canvas, and the Ole Cup prize structure and timeline."

The scoring rubric requires at least 3 separate, specific, actionable outcomes at each Bloom's level to earn full marks. The current entry earns 6/10 — the content is appropriate but insufficiently granular.

Impact on learning graph: The generator uses Remember-level outcomes to identify foundational recall concepts (vocabulary, definitions, frameworks). A single combined entry underrepresents this layer.

Gap 3 — Analyze Level (2 points lost)¶

Only two Analyze outcomes are present. A third outcome focusing on a distinct analytical skill — for example, competitive landscape analysis or market sizing — would complete this level.

Improvement Suggestions¶

Priority 1 (High): Add "Topics NOT Covered" section¶

Insert the following section into docs/course-description.md after the Topics list:

## Topics NOT Covered

This course does NOT cover:

- Advanced corporate finance, valuation, or investment banking
- Intellectual property law, patent filing, or trademark registration
- Securities law, equity financing structures, or term sheets
- MBA-level operations management or supply chain optimization
- General management theory or organizational behavior at scale
- Coding, software engineering, or technical product development
- Macroeconomics or economic policy analysis
- Nonprofit administration or grant writing beyond an introductory level

Priority 2 (Medium): Expand Remember outcomes to 3 separate bullets¶

Replace the single Remember bullet with three:

- **Remember:** List the four overlapping circles of the Ikigai Venn diagram
  and name the four intersection zones (Passion, Mission, Vocation, Profession).
- **Remember:** Recall the nine building blocks of the Business Model Canvas
  and the order in which they are typically completed.
- **Remember:** State the Ole Cup prize amounts, application deadline, competition
  date, and eligibility requirements, including the Minnesota Cup qualification pathway.

Priority 3 (Low): Add a third Analyze outcome¶

Append to the Analyze bullet:

- **Analyze:** Conduct a basic competitive landscape analysis for a proposed venture
  by mapping existing competitors across two dimensions (price vs. quality, local vs.
  global) and identifying underserved white-space opportunities.

Concept Generation Readiness¶

Dimension	Assessment
Topic breadth	Excellent — 15 distinct topics across ideation, strategy, team, finance, pitch, ecosystem
Topic depth	Excellent — each topic lists 4–5 sub-concepts explicitly
Bloom's level diversity	Strong — all six levels present; minor gaps at Remember and Analyze
Estimated concept yield	180–210 concepts at current quality
Target (200 concepts)	Achievable without changes; improvements would push to 210–220

Verdict: The course description is ready to feed to the learning-graph-generator skill at its current score of 89. Applying the three improvements above would push the score to approximately 96/100 and would yield a richer, more precisely scoped concept graph.

Next Steps¶

Recommended next action: Apply the Priority 1 improvement (Topics NOT Covered) — 5 minutes of editing
Optional: Apply Priority 2 and 3 improvements for a perfect score
When ready: Run the learning-graph-generator skill against docs/course-description.md

The learning-graph-generator skill will:

Enumerate ~200 concepts drawn from the course description
Assign each concept a taxonomy category (e.g., Ikigai & Self-Discovery, Business Frameworks, Pitching & Communication)
Build a dependency graph (DAG) — each concept pointing to its prerequisites
Generate quality metrics and a taxonomy distribution report
Write docs/learning-graph/learning-graph.json for the interactive viewer

Generated by course-description-analyzer v0.03 on 2026-05-18.