python-monitoring-trace — community python-monitoring-trace, diet-python, community, ide skills

v1.0.0

About this Skill

Perfect for Python Debugging Agents needing advanced code analysis and optimization capabilities. Use when you need a detailed execution trace of a Python script using sys.monitoring, including logging every operation with include/exclude event controls.

ahupp ahupp
[0]
[0]
Updated: 3/12/2026

Killer-Skills Review

Decision support comes first. Repository text comes second.

Reference-Only Page Review Score: 7/11

This page remains useful for operators, but Killer-Skills treats it as reference material instead of a primary organic landing page.

Original recommendation layer Concrete use-case guidance Explicit limitations and caution Locale and body language aligned
Review Score
7/11
Quality Score
26
Canonical Locale
en
Detected Body Locale
en

Perfect for Python Debugging Agents needing advanced code analysis and optimization capabilities. Use when you need a detailed execution trace of a Python script using sys.monitoring, including logging every operation with include/exclude event controls.

Core Value

Empowers agents to monitor and analyze Python scripts using specific commands and options, including event filtering with --include and --exclude, and log output to files or stdout, thereby enhancing their ability to debug and optimize code with features like --list-events and customizable event tracing.

Ideal Agent Persona

Perfect for Python Debugging Agents needing advanced code analysis and optimization capabilities.

Capabilities Granted for python-monitoring-trace

Debugging complex Python scripts
Optimizing code performance by tracing specific events
Analyzing Python code execution with customizable logging

! Prerequisites & Limits

  • Requires Python script execution
  • Limited to Python scripts only
  • Needs specific command-line options for event filtering and logging

Why this page is reference-only

  • - The underlying skill quality score is below the review floor.

Source Boundary

The section below is imported from the upstream repository and should be treated as secondary evidence. Use the Killer-Skills review above as the primary layer for fit, risk, and installation decisions.

After The Review

Decide The Next Action Before You Keep Reading Repository Material

Killer-Skills should not stop at opening repository instructions. It should help you decide whether to install this skill, when to cross-check against trusted collections, and when to move into workflow rollout.

Labs Demo

Browser Sandbox Environment

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Experience this Agent in a zero-setup browser environment powered by WebContainers. No installation required.

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FAQ & Installation Steps

These questions and steps mirror the structured data on this page for better search understanding.

? Frequently Asked Questions

What is python-monitoring-trace?

Perfect for Python Debugging Agents needing advanced code analysis and optimization capabilities. Use when you need a detailed execution trace of a Python script using sys.monitoring, including logging every operation with include/exclude event controls.

How do I install python-monitoring-trace?

Run the command: npx killer-skills add ahupp/diet-python/python-monitoring-trace. It works with Cursor, Windsurf, VS Code, Claude Code, and 19+ other IDEs.

What are the use cases for python-monitoring-trace?

Key use cases include: Debugging complex Python scripts, Optimizing code performance by tracing specific events, Analyzing Python code execution with customizable logging.

Which IDEs are compatible with python-monitoring-trace?

This skill is compatible with Cursor, Windsurf, VS Code, Trae, Claude Code, OpenClaw, Aider, Codex, OpenCode, Goose, Cline, Roo Code, Kiro, Augment Code, Continue, GitHub Copilot, Sourcegraph Cody, and Amazon Q Developer. Use the Killer-Skills CLI for universal one-command installation.

Are there any limitations for python-monitoring-trace?

Requires Python script execution. Limited to Python scripts only. Needs specific command-line options for event filtering and logging.

How To Install

  1. 1. Open your terminal

    Open the terminal or command line in your project directory.

  2. 2. Run the install command

    Run: npx killer-skills add ahupp/diet-python/python-monitoring-trace. The CLI will automatically detect your IDE or AI agent and configure the skill.

  3. 3. Start using the skill

    The skill is now active. Your AI agent can use python-monitoring-trace immediately in the current project.

! Reference-Only Mode

This page remains useful for installation and reference, but Killer-Skills no longer treats it as a primary indexable landing page. Read the review above before relying on the upstream repository instructions.

Upstream Repository Material

The section below is imported from the upstream repository and should be treated as secondary evidence. Use the Killer-Skills review above as the primary layer for fit, risk, and installation decisions.

Upstream Source

python-monitoring-trace

Install python-monitoring-trace, an AI agent skill for AI agent workflows and automation. Review the use cases, limitations, and setup path before rollout.

SKILL.md
Readonly
Upstream Repository Material
The section below is imported from the upstream repository and should be treated as secondary evidence. Use the Killer-Skills review above as the primary layer for fit, risk, and installation decisions.
Supporting Evidence

Python Monitoring Trace

  • Run the helper with python scripts/monitor_trace.py path/to/script.py -- arg1 arg2.
  • List available events with --list-events and choose events by name.
  • Include only specific events with --include LINE,INSTRUCTION (comma-separated or repeatable).
  • Exclude events with --exclude C_RETURN,C_RAISE (comma-separated or repeatable).
  • Write logs to a file with --output trace.log; omit --output to write to stdout.

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