Course Content Map

Use this skill when a task asks about project structure, course materials, assignments, deadlines, or where to find a resource.

Workflow

1. Read root AGENTS.md.
2. Load durable context from Serena memories first. If Serena is unavailable, read docs/memory-bank/README.md and the relevant fallback memory files.
3. List the top-level folders and the smallest relevant subtree.
4. Prefer file names, README files, notebook metadata, CSV headers, and document metadata before reading large content.
5. For notebooks, summarize purpose from markdown cells, headings, imports, and output names.
6. For CSVs, report path, shape, columns, likely target column, and sensitivity.
7. Record durable project facts in Serena memory. If Serena is unavailable, update the appropriate file under docs/memory-bank/.
8. Record process lessons or user corrections in LESSONS.md only when they are lessons from the work itself.