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experiment-sandbox - Sandboxed Research Experiment Execution

Runs experiment code in isolated environments with resource limits and metric collection

Tags

Updated: 2026-05-28
experiment executionresearch pipelinesandboxcode validationGPU computingmetric collection

Capabilities

run experiments in sandboxvalidate experiment codecollect experiment metricsenforce compute budget

Typical Inputs

experiment codePython dependenciesGPU servers

Typical Outputs

stdout metricsresults.jsonrun.log

What this skill does

  • run experiments in sandbox
  • validate experiment code
  • collect experiment metrics
  • enforce compute budget
  • generate harness templates
  • check code security
  • validate code syntax
  • verify determinism
  • parse experiment results
  • save partial results

Inputs

  • experiment code
  • Python dependencies
  • GPU servers
  • Google Drive account
  • SSH connection
  • Docker image
  • time budget

Outputs

  • stdout metrics
  • results.json
  • run.log
  • environment.txt
  • partial results
  • error messages

Requirements

  • Python 3.11+
  • venv
  • Docker
  • SSH access
  • Google Drive access
  • Network connectivity

Source

  • Spec: SKILL.md

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