coven-evals

Interpret scorecards and detect performance regressions across eval runs.

20|25|Updated May 30, 2026
One-click install
npx skills add https://github.com/OpenCoven/coven-cave --skill coven-evals
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: coven-evals
Source: https://github.com/OpenCoven/coven-cave/tree/main/marketplace/plugins/coven-evals/skills/coven-evals
Command: npx skills add https://github.com/OpenCoven/coven-cave --skill coven-evals

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

Coven Evals resolves the issue of manual, biased, or inconsistent evaluations in team scoring, providing an unbiased method for scorecard analysis, and helping identify and mitigate regressions.

Core Features & Use Cases

  • Scorecard Interpretation: Automates the honest analysis of scorecards derived from various evals.
  • Regression Detection: Facilitates the comparison of runs to quickly spot any deviations that could indicate regressions.
  • Use Case: Suppose you're leading a performance review team and need to ensure that all scores are consistent across sessions while accurately reflecting actual performance.

Quick Start

Utilize coven-evals to perform an analysis on your scorecard by typing: 'Run the scorecard analysis on the latest eval data'.

Frequently Asked Questions about coven-evals

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate scorecard analysis for evaluation runs?

Automating scorecard analysis requires parsing evaluation datasets with analysis scripts to interpret scores in a bias-free manner. This approach ensures consistent scorecard analysis across different evaluation sessions while mitigating manual inconsistencies.

What is regression analysis in performance monitoring?

Regression analysis in performance monitoring compares different evaluation runs to quickly spot deviations that indicate performance regressions. This mechanism identifies scorecard inconsistencies across team sessions to ensure accurate performance tracking.

Can I use scorecard analysis tools for team performance tracking?

Yes, scorecard analysis tools optimized for team environments facilitate consistent performance tracking across multiple review sessions. They provide an unbiased method to ensure scores accurately reflect actual performance while maintaining session consistency.

What's the best way to reduce bias in scorecard evaluations?

Reducing bias in scorecard evaluations involves using analysis scripts to parse and process evaluation datasets objectively. This method provides an unbiased interpretation of scorecards derived from various evals, replacing manual and biased team scoring.

Do I need analysis scripts to run scorecard evaluations?

Yes, analysis scripts are required to parse and process evaluation datasets for scorecard analysis. These scripts enable the evaluation skill to interpret scorecards accurately and identify performance regressions across different evaluation runs.