autoreskill-run-experiment
CommunityAutomate experiment runs and monitoring.
Software Engineering#resource management#experiment automation#experiment monitoring#metric tracking#AutoResearch
AuthorIranb
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill automates the launching and monitoring of experiments, eliminating manual intervention and ensuring reliable tracking and reconciliation of experiments.
Core Features & Use Cases
- Experiment Launch and Monitoring: Automate the launch of experiments across various backends and monitor their progress.
- Resource Management: Monitor resource budgets and prevent metric/dataset/baseline drift.
- Reconciliation: Reconcile completed runs, update ledgers, and maintain best-known runs.
- Use Case: When conducting experiments with complex parameter settings, this Skill ensures that the experiments are launched correctly and the results are tracked and recorded accurately.
Quick Start
Run the experiment with the desired parameters by executing the following command: autoreskill-run-experiment --project <project-root> --backend <backend> --command <command>
Dependency Matrix
Required Modules
pythonpandasnumpy
Components
scriptsreferencesassets
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: autoreskill-run-experiment Download link: https://github.com/Iranb/codex-autoresearch-skill-pack/archive/main.zip#autoreskill-run-experiment Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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