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Self Consistency

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Description

--- title: 自一致性与自我反思 description: Self-Consistency 用多次采样投票提升准确率,Self-Refine 让模型自我打分修正——两个看似简单的技巧,效果常常比换更强的模型还显著。 pageClass: prompt-self-consistency-page --- <section class="doc-hero"> <p class="doc-hero__kicker">Prompt 工程</p> <h1>Self-Consistency 与 Self-Refine</h1> <p class="doc-hero__lead">Self-Consistency 用多次采样投票,Self-Refine 让模型自我打分修正——两个简单技巧,效果常常比换更强的模型还显著。</p> <div class="doc-hero__meta" aria-label="本文信息"> <span>适合阶段:Prompt 进阶</span> <span>核心机制:多次采样 + 投票 / 自我审查</span> <s

Installation

Installs to ~/.claude/skills/yibo365-agent-camp-self-consistency/SKILL.md

Terminal
mkdir -p ~/.claude/skills/yibo365-agent-camp-self-consistency && curl -fsSL https://raw.githubusercontent.com/yibo365/agent-camp/HEAD/prompt/self-consistency.md -o ~/.claude/skills/yibo365-agent-camp-self-consistency/SKILL.md

Restart Claude Code, or start a new session, for it to be picked up.

Full documentation available on GitHub

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