Few Shot
Description
--- title: 少样本学习 Few-shot description: 不靠 fine-tune 也能教会模型新任务——在 prompt 里塞几个示例就行。但选示例、排示例本身就是一门学问。 pageClass: prompt-few-shot-page --- <section class="doc-hero"> <p class="doc-hero__kicker">Prompt 工程</p> <h1>Few-shot Learning 少样本学习</h1> <p class="doc-hero__lead">不靠 fine-tune 也能教会模型新任务——在 prompt 里塞几个示例就行。但选示例、排示例本身就是一门学问。</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:In-context Learning</span> <span>面试重点:示例选择 + 顺序效应</span> </div>
Installation
Installs to ~/.claude/skills/yibo365-agent-camp-few-shot/SKILL.md
mkdir -p ~/.claude/skills/yibo365-agent-camp-few-shot && curl -fsSL https://raw.githubusercontent.com/yibo365/agent-camp/HEAD/prompt/few-shot.md -o ~/.claude/skills/yibo365-agent-camp-few-shot/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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**Generated:** 2026-04-11