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ai-scoring

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AI-driven scoring against a rubric.

Education & Research#ai#evaluation#quality#calibration#scoring#rubric#score
Authorlebsral
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Score, grade, or evaluate work using AI against defined criteria, enabling consistent and justified assessments across essays, code reviews, support interactions, audits, and compliance checks.

Core Features & Use Cases

  • Define a rubric with 3-7 criteria and a clear scale.
  • Score each criterion independently with justification.
  • Calibrate scores using anchor examples to improve consistency.
  • Support multi-rater ensembles and guardrails for high-stakes scoring.

Quick Start

Provide a rubric and a sample submission to generate per-criterion scores and an overall score.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: ai-scoring
Download link: https://github.com/lebsral/DSPy-Programming-not-prompting-LMs-skills/archive/main.zip#ai-scoring

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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