rubric-creator

What problem does it solve?

Building high-quality rubrics is time-consuming and error-prone. Rubrics must balance validity, reliability, and fairness while remaining understandable to stakeholders; this Skill provides a repeatable, structured approach to design and interpret assessment criteria across domains.

Core Features & Use Cases

• Interactive Mode: guided questionnaire to define goals, alignment sources, category weights, and criteria.
• Template Mode: pre-built domain templates with anchor examples, bias checks, and maintenance lifecycle.
• Example-Based Mode: adapt existing rubrics to new contexts while preserving scoring patterns.
• Bias & Reliability Tools: supports bias reviews, calibration protocols, and pilot testing to improve inter-rater reliability.

Quick Start

1. Start in interactive mode: /rubric-creator --interactive
2. Or generate from a domain template: /rubric-creator --template document-quality
3. Optional: adapt an existing rubric to a new domain with --from-example <file>