Contextvar Opportunity Finder

An intelligent grep tool that finds all explicit user_id usage patterns in Python code. Reports findings with context for human review.

Core Principle

This is a detection-only skill - It finds and reports all instances of explicit user_id usage without making judgments about correctness.

Read every file completely, one at a time, and report findings for EACH file before moving to the next. No shortcuts, no grep tricks, no "I'll infer from patterns". Complete reads only!

What it does: Scans code, detects patterns, reports everything it finds.

What it doesn't do: Make recommendations, filter results, or determine what's "right" or "wrong".