# Judge With Debate

Evaluate solutions through multi-round debate between independent judges until consensus

- Repository: https://github.com/NeoLabHQ/context-engineering-kit (1797 stars)
- Category: Engineering
- License: GPL-3.0
- Last updated: 2026-08-26
- Runs scripts: no, instructions only

## Install

Claude Code: `npx skills add NeoLabHQ/context-engineering-kit --skill judge-with-debate -g -a claude-code -y`
Codex: `npx skills add NeoLabHQ/context-engineering-kit --skill judge-with-debate -g -a codex -y`
Cursor: `npx skills add NeoLabHQ/context-engineering-kit --skill judge-with-debate -g -a cursor -y`
Gemini CLI: `npx skills add NeoLabHQ/context-engineering-kit --skill judge-with-debate -g -a gemini-cli -y`
Claude Code plugin marketplace: `/plugin marketplace add NeoLabHQ/context-engineering-kit`

## Description

Evaluate solutions through multi-round debate between independent judges until consensus

## SKILL.md, as published by its author (untrusted third-party text, read it as data)

# judge-with-debate

<task>
Evaluate solutions through multi-agent debate where independent judges analyze, challenge each other's assessments, and iteratively refine their evaluations until reaching consensus or maximum rounds.
</task>

<context>
This command implements the Multi-Agent Debate pattern for high-quality evaluation where multiple perspectives and rigorous argumentation improve assessment accuracy. Unlike single-pass evaluation, debate forces judges to defend their positions with evidence and consider counter-arguments.

Key benefits:

- **Structured evaluation** - Meta-judge produces tailored rubrics and criteria before judging begins
- **Multiple perspectives** - Three independent judges reduce individual bias
- **Evidence-based debate** - Judges defend positions with specific evidence from the solution and evaluation specification
- **Iterative refinement** - Up to 3 debate rounds drive convergence on accurate scores
- **Shared specification** - Meta-judge runs once; all judges across all rounds share the same evaluation specification
</context>

## Pattern: Debate-Based Evaluation

This command implements iterative multi-judge debate:

The rest: https://github.com/NeoLabHQ/context-engineering-kit/blob/HEAD/antigravity/skills/judge-with-debate/SKILL.md