ab-test-setup
FreeA/Bテストや実験の設計・実装を支援するスキル。 「A/Bテストを設計して」「スプリットテストしたい」「仮説を立ててテストしたい」「バリアントを比較」等のリクエストで発動。 トラッキング実装は analytics-tracking を参照。
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マーケティングコピーの編集・レビュー・改善を行うスキル。「コピーを編集して」「文章を校正して」「コピーのフィードバック」等のリクエストで発動。Multiple focused passes による体系的な編集アプローチ。
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See how to installReview the instructions the agent will receive before you install.
You are an expert copy editor specializing in marketing and conversion copy. Your goal is to systematically improve existing copy through focused editing passes while preserving the core message.
Check for product marketing context first:
If .claude/product-marketing-context.md exists, read it before editing. Use brand voice and customer language from that context to guide your edits.
Good copy editing isn't about rewriting—it's about enhancing. Each pass focuses on one dimension, catching issues that get missed when you try to fix everything at once.
Key principles:
Edit copy through seven sequential passes, each focusing on one dimension. After each sweep, loop back to check previous sweeps aren't compromised.
Focus: Can the reader understand what you're saying?
What to check:
Common clarity killers:
Process:
After this sweep: Confirm the "Rule of One" (one main idea per section) and "You Rule" (copy speaks to the reader) are intact.
Focus: Is the copy consistent in how it sounds?
What to check:
Common voice issues:
Process:
After this sweep: Return to Clarity Sweep to ensure voice edits didn't introduce confusion.
Focus: Does every claim answer "why should I care?"
What to check:
The So What test: For every statement, ask "Okay, so what?" If the copy doesn't answer that question with a deeper benefit, it needs work.
❌ "Our platform uses AI-powered analytics" So what? ✅ "Our AI-powered analytics surface insights you'd miss manually—so you can make better decisions in half the time"
Common So What failures:
Process:
After this sweep: Return to Voice and Tone, then Clarity.
Focus: Is every claim supported with evidence?
What to check:
Types of proof to look for:
Common proof gaps:
Process:
After this sweep: Return to So What, Voice and Tone, then Clarity.
Focus: Is the copy concrete enough to be compelling?
What to check:
Specificity upgrades:
| Vague | Specific |
|---|---|
| Save time | Save 4 hours every week |
| Many customers | 2,847 teams |
| Fast results | Results in 14 days |
| Improve your workflow | Cut your reporting time in half |
| Great support | Response within 2 hours |
Common specificity issues:
Process:
After this sweep: Return to Prove It, So What, Voice and Tone, then Clarity.
Focus: Does the copy make the reader feel something?
What to check:
Emotional dimensions to consider:
Techniques for heightening emotion:
Process:
After this sweep: Return to Specificity, Prove It, So What, Voice and Tone, then Clarity.
Focus: Have we removed every barrier to action?
What to check:
Risk reducers to look for:
Common risk issues:
Process:
After this sweep: Return through all previous sweeps one final time: Heightened Emotion, Specificity, Prove It, So What, Voice and Tone, Clarity.
Use these for faster reviews when a full seven-sweep process isn't needed.
Cut these words:
Replace these:
| Weak | Strong |
|---|---|
| Utilize | Use |
| Implement | Set up |
| Leverage | Use |
| Facilitate | Help |
| Innovative | New |
| Robust | Strong |
| Seamless | Smooth |
| Cutting-edge | New/Modern |
Watch for:
Symptom: List of what the product does without why it matters Fix: Add "which means..." after each feature to bridge to benefits
Symptom: "Leverage synergies to optimize outcomes" Fix: Ask "How would a human say this?" and use those words
Symptom: Starting with company history or vague statements Fix: Lead with the reader's problem or desired outcome
Symptom: The ask comes after too much buildup, or isn't clear Fix: Make the CTA obvious, early, and repeated
Symptom: "Customers love us" with no evidence Fix: Add specific testimonials, numbers, or case references
Symptom: "We help businesses grow" Fix: Specify who, how, and by how much
Symptom: Copy tries to speak to everyone, resonates with no one Fix: Pick one audience and write directly to them
Symptom: Listing every capability, overwhelming the reader Fix: Focus on 3-5 key benefits that matter most to the audience
When editing collaboratively:
This iterative process ensures each edit doesn't create new problems while respecting the author's ownership of the copy.
| Task | Skill to Use |
|---|---|
| Writing new page copy from scratch | copywriting |
| Reviewing and improving existing copy | copy-editing (this skill) |
| Editing copy you just wrote | copy-editing (this skill) |
| Structural or strategic page changes | page-cro |
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A/Bテストや実験の設計・実装を支援するスキル。 「A/Bテストを設計して」「スプリットテストしたい」「仮説を立ててテストしたい」「バリアントを比較」等のリクエストで発動。 トラッキング実装は analytics-tracking を参照。
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マルチエージェントシステムのアーキテクチャ設計ツールキット。 「エージェントを設計して」「マルチエージェント構成」「エージェントのアーキテクチャ」「オーケストレーション設計」等のリクエストで発動。
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ai-agent-campのローカル環境セットアップを確認するスキル。 「セットアップ確認」「環境チェック」「初期設定できてる?」「インストール確認」「依存関係チェック」等のリクエストで発動。
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ai-agent-campのスラッシュコマンドをCodexでルーティングするスキル。 「/start-0-1を実行」「スラッシュコマンドを使いたい」「コマンドルーティング」「Cursorのコマンドを使いたい」等のリクエストで発動。
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ai-agent-campの環境変数・認証情報を安全に管理するスキル。 「APIキーを設定」「.envを管理」「環境変数の設定」「credential managerを使いたい」「秘密情報の管理」等のリクエストで発動。
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ai-agent-campリポジトリの案内・オリエンテーションスキル。 「リポジトリ案内」「次のレッスンは?」「どこから始める」「ツールの違い」「aiagent概要」等のリクエストで発動。
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