audit-ml-pipeline
CommunityAutomate post-experiment audits with clear human-readable reports
Authorvathymut
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Manages post-experiment audits by producing a detailed human-readable markdown digest for analysis.
Core Features & Use Cases
- Read-only Skore Reports: Loads skore report for a given experiment, generating a markdown digest for further inspection.
- Human-readable Digests: Outputs a summary of checks and metrics with actionable mitigation URLs.
- Audit Trail: Creates an audit trail that the skore source branch can read for backlog creation.
- Re-run Capable: Supports re-execution for reviewing previous experiment audits.
Quick Start
Generate the audit report for experiment with ID "experiment-id".
Dependency Matrix
Required Modules
skoreskrubsklearnsklearn-utils
Components
scriptsreferences
💻 Claude Code Installation
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Please help me install this Skill: Name: audit-ml-pipeline Download link: https://github.com/vathymut/copilot-skills/archive/main.zip#audit-ml-pipeline Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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