cheat-score

What problem does it solve?

Scores a single draft specification, learning topic, or coding spec by applying a rubric, without performing any predictions. It outputs results to the console only, allowing quick, non-destructive evaluation to decide whether to proceed to the formal predict phase.

Core Features & Use Cases

• Non-predictive scoring: quickly assess a draft against the current rubric without generating predictions.
• Console-only output: prints per-dimension scores, composite, and a recommended next step, with no file writes.
• Delegated scoring: routes the evaluation through a blind sub-agent to keep the main workflow lightweight and auditable.

Quick Start

Provide a draft path and rubric_notes.md to the cheat-score workflow to receive a non-predictive score, a composite, and a recommended next step.