cheat-bump

What problem does it solve?

This Skill automates the process of upgrading calibration rubrics and bucket boundaries, enabling controlled, auditable changes to scoring systems and reducing drift in model evaluation.

Core Features & Use Cases

• Complete rubric bump mode: performs a full, cross-model evaluated rubric upgrade with enforced steps and review.
• Bucket-only mode: recalibrates only bucket boundaries for lightweight adjustment without altering the rubric formula.
• Phase-driven workflow: includes proposed formulas, validation protocols, blind scoring sub-agents, and state tracking for auditability.

Quick Start

Trigger a rubric bump by issuing /cheat-bump --propose "<new formula>" or run /cheat-bump --bucket-only to perform a lightweight bucket recalibration.