contextvar-opportunity-finder

Detect explicit user_id usage patterns in Python code for human review.

476|42|Updated Oct 18, 2025

Search Tags:#detection #grep #static-analysis #contextvars #user_id #ambient-context

Ready to run

npx skills add https://github.com/taylorsatula/mira-OSS --skill contextvar-opportunity-finder

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: contextvar-opportunity-finder
Source: https://github.com/taylorsatula/mira-OSS/tree/main/.claude/skills/contextvar-opportunity-finder
Command: npx skills add https://github.com/taylorsatula/mira-OSS --skill contextvar-opportunity-finder

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

A detection-only tool that locates explicit user_id usage patterns in Python code to support human review for potential ambient-context migration.

Core Features & Use Cases

Intelligent grep-based detection: finds explicit user_id usage patterns.
Per-file reporting: provides context for human review.
Flagging patterns: marks direct parameter usage, context setting, and dual-mode patterns.

Quick Start

Read every file completely and report findings for HUMAN REVIEW.