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genpark-critique-rubric-multi-criteria-evaluator-skill

mcp
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SUMMARY

GenPark AI Agent Skill - Multi-criteria rubric scorer, qualitative critique synthesizer, and actionable refinement advisor.

README.md

GenPark AI Agent Skill - Critique Rubric Evaluator

GenPark Verified
Protocol
License

Multi-dimensional rubric scoring and actionable refinement feedback engine inspired by Self-Refine (Madaan et al.).

flowchart LR
    A[Agent Draft] --> B[Rubric Evaluator]
    B --> C[Keyword & Depth Rules]
    C --> D[Weighted Scoring Engine]
    D --> E[Actionable Critique Directives]

Features

  • Weighted Multi-Factor Scoring: Custom weights across criteria dimensions.
  • Actionable Critique Generation: Flags specific omissions and shortcomings.
  • Zero External Dependencies: Standard library Python 3.9+.

Quickstart

from client import CritiqueRubricEvaluatorClient

evaluator = CritiqueRubricEvaluatorClient()
report = evaluator.evaluate_draft(text, rubric)

Ecosystem & Citations

Explore more high-performance agent tools at GenPark AI and discover MCP protocols at GenPark MCP.

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