# Reasoning Quality Shootout

> Compares model answers with an explicit reasoning-quality scorecard.

- Skill: `conectlens/reasoning-quality-shootout` (Agent Skill)
- Install (CLI): `npx skillmds@latest add conectlens/reasoning-quality-shootout`
- Raw SKILL.md: https://api.skillmd.com/api/skills/conectlens/reasoning-quality-shootout/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: conectlens (https://skillmd.com/u/conectlens)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/conectlens/reasoning-quality-shootout

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# Reasoning Quality Shootout

Use this battle when a team wants to compare reasoning quality rather than style.

## Evaluation

Judge evidence use, assumptions, edge cases, calibration, and decision usefulness.