https://github.com/mizcausevic-dev/curriculum-knowledge-graph
Curriculum graph for courses, prerequisites, skills, outcomes, and pathway bottleneck analysis in higher education.
https://github.com/mizcausevic-dev/curriculum-knowledge-graph
curriculum edtech education-data fastapi graph-modeling higher-education knowledge-graph learning-design pathway-analysis python skills
Last synced: 3 days ago
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Curriculum graph for courses, prerequisites, skills, outcomes, and pathway bottleneck analysis in higher education.
- Host: GitHub
- URL: https://github.com/mizcausevic-dev/curriculum-knowledge-graph
- Owner: mizcausevic-dev
- Created: 2026-05-12T17:14:58.000Z (22 days ago)
- Default Branch: main
- Last Pushed: 2026-05-12T21:39:09.000Z (22 days ago)
- Last Synced: 2026-05-12T22:28:37.060Z (22 days ago)
- Topics: curriculum, edtech, education-data, fastapi, graph-modeling, higher-education, knowledge-graph, learning-design, pathway-analysis, python, skills
- Language: HTML
- Homepage: https://kineticgain.com/
- Size: 654 KB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
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README
# Curriculum Knowledge Graph
Curriculum graph for courses, prerequisites, skills, outcomes, and pathway
bottleneck analysis in higher education.
## Why This Repo Is Good
- It expands the EdTech story beyond student risk into curriculum structure and learning pathways.
- It makes prerequisite bottlenecks and skill ladders visible instead of burying them in course catalogs.
- It gives academic leaders a more interesting artifact than another dashboard.
- It pairs naturally with `student-success-signal-hub`.
## What It Ships
- FastAPI curriculum graph service
- seeded degree-path dataset
- prerequisite and skill dependency analysis
- capstone pathway explorer
- real PNG screenshots generated from repo-owned proof pages
- tests and CI
## Screenshots
### Overview
### Capstone Pathway
### Skill Dependencies
### API Summary
## Local Run
```powershell
cd curriculum-knowledge-graph
py -3.11 -m venv .venv
.\.venv\Scripts\python.exe -m pip install -r requirements.txt
.\.venv\Scripts\python.exe -m app.main
```
Open:
- [http://127.0.0.1:4706/](http://127.0.0.1:4706/)
- [http://127.0.0.1:4706/pathway](http://127.0.0.1:4706/pathway)
- [http://127.0.0.1:4706/skills](http://127.0.0.1:4706/skills)
- [http://127.0.0.1:4706/docs](http://127.0.0.1:4706/docs)
If that port is occupied:
```powershell
$env:PORT = "4710"
.\.venv\Scripts\python.exe -m app.main
```
## Validation
```powershell
cd curriculum-knowledge-graph
.\.venv\Scripts\python.exe -m unittest discover -s tests
.\.venv\Scripts\python.exe scripts\run_demo.py
.\.venv\Scripts\python.exe scripts\smoke_check.py
.\.venv\Scripts\python.exe scripts\render_readme_assets.py
```
## Example Output
```json
{
"dashboard": {
"highestBottleneckCourse": "IS-230"
},
"capstonePath": ["IS-101", "IS-210", "IS-320", "IS-410"]
}
```
## Repo Layout
- `app/main.py`
- `app/services/graph_service.py`
- `app/data/sample_curriculum.json`
- `docs/architecture.md`
- `scripts/render_readme_assets.py`
## Why It Matters
Programs often know students are struggling before they know whether the
curriculum graph itself is creating hidden bottlenecks. This repo gives that
structural view back to faculty and academic operations teams.