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anthropic-prompt-eval

Claude API (platform.claude.com) のプロンプトエンジニアリング・評価リファレンス。

prompt engineering, XML タグ, few-shot, system prompts, モデル別プロンプティング(Fable 5.1 / Fable 5 / Opus 5.5 / Opus 5 / Sonnet 5.5 / Sonnet 5 / Haiku 5.5)。

evals, grading(LLM-graded 等), jailbreak・prompt leak 対策, hallucination 低減, classification, ticket routing, commerce agent 等ユースケース実装。

The English summary is being prepared. Showing the original description.

Run score Not tested

See how to install

Files included (36)

  • SKILL.md4.3 KB
  • references/prompt-engineering/claude-prompting-best-practices.md23.1 KB
  • references/prompt-engineering/overview.md2.1 KB
  • references/prompt-engineering/prompting-claude-fable-5-1.md13.0 KB
  • references/prompt-engineering/prompting-claude-fable-5.md7.8 KB
  • references/prompt-engineering/prompting-claude-haiku-5-5.md8.2 KB
  • references/prompt-engineering/prompting-claude-opus-4-8.md7.0 KB
  • references/prompt-engineering/prompting-claude-opus-5-5.md10.9 KB
  • references/prompt-engineering/prompting-claude-opus-5.md6.3 KB
  • references/prompt-engineering/prompting-claude-sonnet-5-5.md11.2 KB
  • references/prompt-engineering/prompting-claude-sonnet-5.md6.6 KB
  • references/prompt-engineering/README.md3.1 KB
  • references/test-evaluate/develop-tests.md5.8 KB
  • references/test-evaluate/handle-streaming-refusals.md4.5 KB
  • references/test-evaluate/increase-consistency.md2.8 KB
  • references/test-evaluate/mitigate-jailbreaks.md4.9 KB
  • references/test-evaluate/README.md1.7 KB
  • references/test-evaluate/reduce-hallucinations.md2.1 KB
  • references/test-evaluate/reduce-latency.md3.0 KB
  • references/test-evaluate/reduce-prompt-leak.md1.7 KB
  • references/use-cases/classification.md2.8 KB
  • references/use-cases/commerce-agents.md4.2 KB
  • references/use-cases/content-moderation.md2.3 KB
  • references/use-cases/customer-support-chat.md2.5 KB
  • references/use-cases/legal-summarization.md3.1 KB
  • references/use-cases/overview.md2.0 KB
  • references/use-cases/README.md1.8 KB
  • references/use-cases/system-prompts.md2.8 KB
  • references/use-cases/ticket-routing.md3.7 KB
  • samples/classification-prompt.md3.7 KB
  • samples/eval-rubric-workflow.md3.8 KB
  • samples/guardrails-prompts.md4.3 KB
  • samples/model-specific-prompting.md8.0 KB
  • samples/prompt-template-structure.md2.5 KB
  • samples/rag-summarization-prompt.md2.2 KB
  • samples/README.md1.4 KB

SKILL.md (original)

Review the instructions the agent will receive before you install.

anthropic-prompt-eval

Claude API (platform.claude.com) — プロンプトエンジニアリング技法とモデル別プロンプティング差異、 評価設計・グレーディング・ガードレール、代表的なユースケース実装ガイドをカバーする公式リファレンス。

Messages API・structured outputs・streaming など API 呼び出し自体の詳細は anthropic-api-core の領域。

ディレクトリ構成

skills/anthropic-prompt-eval/
  SKILL.md
  references/
    prompt-engineering/
      README.md
      overview.md
      claude-prompting-best-practices.md
      prompting-claude-fable-5-1.md
      prompting-claude-fable-5.md
      prompting-claude-opus-5-5.md
      prompting-claude-opus-5.md
      prompting-claude-opus-4-8.md
      prompting-claude-sonnet-5-5.md
      prompting-claude-sonnet-5.md
      prompting-claude-haiku-5-5.md
    test-evaluate/
      README.md
      develop-tests.md
      handle-streaming-refusals.md
      increase-consistency.md
      mitigate-jailbreaks.md
      reduce-hallucinations.md
      reduce-latency.md
      reduce-prompt-leak.md
    use-cases/
      README.md
      overview.md
      classification.md
      commerce-agents.md
      content-moderation.md
      customer-support-chat.md
      legal-summarization.md
      system-prompts.md
      ticket-routing.md
  samples/
    README.md
    prompt-template-structure.md
    classification-prompt.md
    rag-summarization-prompt.md
    guardrails-prompts.md
    eval-rubric-workflow.md
    model-specific-prompting.md

探索手順

タスクからカテゴリを引き、カテゴリの README.md で目的のページを特定する:

  1. 下記マッピング表でタスクに対応するカテゴリを探す
  2. そのカテゴリの references/{category}/README.md(samples/ は直下の README.md)を参照して目的のページを特定する
  3. 該当ページの .md を Read して詳細を確認する

タスク → カテゴリ マッピング

タスクカテゴリ参照 README
プロンプト設計の基本技法(明確さ・例示・XML タグ・thinking・agentic systems)を知りたいprompt-engineeringreferences/prompt-engineering/README.md
Fable 5.1 / Fable 5 / Opus 5.5 / Opus 5 / Opus 4.8 / Sonnet 5.5 / Sonnet 5 / Haiku 5.5 のモデル別プロンプティング差異・移行方法を知りたいprompt-engineeringreferences/prompt-engineering/README.md
成功基準の定義・評価(evals)の構築・code-graded / LLM-graded の使い分けを知りたいtest-evaluatereferences/test-evaluate/README.md
streaming refusals の検知(stop_details・Haiku 5.5 の fallback 制約を含む)・出力一貫性の向上・jailbreak / prompt injection / hallucination / prompt leak / latency への対策を知りたいtest-evaluatereferences/test-evaluate/README.md
classification・content moderation・customer support chat・legal summarization・ticket routing の実装ガイドを知りたい。commerce agent(shopping / merchant agent の blueprint)を知りたいuse-casesreferences/use-cases/README.md
モデル別のリリースノート(claude.ai / iOS / Android)のシステムプロンプトを知りたいuse-casesreferences/use-cases/README.md
典型的な使い方を知りたい(プロンプトテンプレート構成, classification + eval, 要約, ガードレール, eval rubric, モデル別調整例)samplessamples/README.md

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