What problem does it solve?
This Skill eliminates inconsistent, subjective grading of software projects, code, architecture decisions, and other targets by enforcing a structured, evidence-backed weighted rubric system that produces reproducible, actionable 0-10 scores.
Core Features & Use Cases
- Multi-target assessment: Supports grading packages, source files, architecture decisions, pull requests, documents, and full projects with pre-built weighted rubrics tailored to each target type.
- Custom rubric support: Allows users to override default rubrics with custom dimensions and weights to match specific assessment needs.
- Standardized output: Generates consistent markdown assessment documents with scored dimensions, evidence citations, improvement recommendations, and clear grade band classifications.
- Use Case: An engineering lead can use this Skill to grade a new open source package their team is considering adopting, scoring it on correctness, test coverage, and security to make an informed adoption decision.
Quick Start
Ask the AI to assess pull request #412 using the default pull request rubric to generate a structured grade report saved to your project's docs/assessments folder.