parsing-workflow

What problem does it solve?

This Skill provides a structured, async-first blueprint for implementing gem5 statistics parsing workflows, enabling reliable data extraction from stats.txt and config.ini files.

Core Features & Use Cases

• Phase 1: Variable Scanning to discover available metrics across files
• Phase 2: Variable Selection to filter and configure variables for parsing
• Phase 3: Parsing to extract values asynchronously and produce intermediate results
• Phase 4: Data Loading & Processing to transform parsed data into usable formats; includes error handling and UI integration
• Use Case: Build a scalable analysis pipeline for gem5 outputs across multiple simulation runs and CPUs.

Quick Start

Use the parsing-workflow skill to organize an end-to-end gem5 stats parsing session: scan for variables, select relevant metrics, parse asynchronously, and load results into a CoW-shaped data structure for visualization.