- Use pandas for data manipulation and analysis.
- Prefer method chaining for data transformations when possible.
- Use loc and iloc for explicit data selection.
- Utilize groupby operations for efficient data aggregation.
Memory Protocol (MANDATORY)
Before starting:
cat .claude/context/memory/learnings.md
After completing: Record any new patterns or exceptions discovered.
ASSUME INTERRUPTION: Your context may reset. If it's not in memory, it didn't happen.