cyberneticlibrary

Generate machine learning experiment reports

generate-reportskillsetup L21
morganmuli/metaskill
What it does

Gather metrics and compose experiment summary report

Best for

Creating shareable experiment summaries for stakeholder review.

Inputs
  • · experiment name
  • · metrics JSON
  • · config file
  • · baseline metrics
Outputs
  • · Markdown report
  • · metric comparison table
  • · artifact index
Requires
  • · MLflow or W&B (optional)
  • · git history
Preconditions

Metrics files exist in reports/

Failure modes
  • · Missing baseline data
  • · malformed JSON
Trust signals
  • · Executive summary template
  • · before-after deltas