Tag: json-logging
skill
★ 7,851
Structured Skill for Metric Benchmarking and Logging
This skill defines and extracts comprehensive comparison metrics and baseline values from existing analysis notebooks. It appends a structured Phase 3 benchmark entry to the experiment's log.json, ensuring all necessary metrics are recorded…
skill
★ 7,851
Analyze existing machine learning baseline implementation
This skill systematically analyzes a given experiment directory to extract comprehensive metadata about the existing ML pipeline. It captures details such as model parameters, preprocessing steps, dependencies, and data characteristics, log…
skill
Machine-readable experiment progress tracker
Maintains a machine-readable JSON file to track the real-time status, phases, and activity of autonomous experiments. It ensures consistent state reporting for dashboards and external monitoring tools.