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refoundai/designing-growth-loops

ユーザーがグロースループの設計と最適化を行うのを支援します。バイラルメカニクスの構築、リファラルプログラムの設計、プロダクト主導の獲得の作成、または製品を自発的に成長させる方法を模索している場合に使用します。

designing-growth-loops とは?

このスキルは、製品の成長を促進するグロースループ(成長ループ)を設計・最適化するための包括的なガイドを提供します。バイラルメカニクス、リファラルプログラム、プロダクト主導の獲得(PLG)戦略を構築する開発者やプロダクトマネージャー向けに設計されており、製品が自律的に成長できるようにするためのフレームワークと実践的アドバイスを提供します。Claude CodeやCursorなどのAIエージェントプラットフォームで利用でき、ループの種類の特定、設計プロセス、最適化手法をカバーしています。このスキルは、ループのパフォーマンス分析と反復的な改善を強調し、成長を実現可能なステップに分解します。使いやすく拡張可能なため、スタートアップから大企業まで、製品の成長をスケーリングするのに役立ちます。

対応~Claude Code~Codex CLI~Cursor
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ドキュメント

designing-growth-loops は何をしますか?

ユーザーがグロースループの設計と最適化を行うのを支援します。バイラルメカニクスの構築、リファラルプログラムの設計、プロダクト主導の獲得の作成、または製品を自発的に成長させる方法を模索している場合に使用します。

概要

このスキルは、製品の成長を促進するためにグロースループを設計・最適化するためのフレームワークを提供します。これには、バイラルメカニクス、リファラルプログラム、プロダクト主導の獲得(PLG)戦略が含まれます。

使用方法

  • バイラルな成長メカニクスの設計を支援します。
  • リファラルプログラムの構造化を支援します。
  • PLG戦略の特定と実装を支援します。
  • 既存の成長ループの最適化を提案します。

サポートされるプラットフォーム

このスキルは、Claude Code、Cursor、CodexなどのAIエージェントと互換性があります。

仕組み

  1. 成長目標を特定します。
  2. 適切なループの種類(例:バイラル、リファラル、コンテンツ)を選択します。
  3. ループの各ステップを設計します(例:トリガー、アクション、報酬)。
  4. ループのパフォーマンスを測定し、最適化します。
  5. 反復してスケーリングします。

例

  • リファラルプログラムの設計: ユーザーが友人を招待すると割引を受けられる仕組み。
  • バイラルループの設計: 共有による認知度向上。
  • PLGループの設計: 製品自体がパートナーやユーザーを自動的に獲得する仕組み。

注意

  • ループの効果を最大化するために、データ駆動の最適化を推奨します。
  • ユーザー体験を妨げない設計を心がけてください。

関連リソース

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

refoundai/ai-evals

Help users create and run AI evaluations. Use when someone is building evals for LLM products, measuring model quality, creating test cases, designing rubrics, or trying to systematically measure AI output quality.

refoundai/ai-product-strategy

Help users define AI product strategy. Use when someone is building an AI product, deciding where to apply AI in their product, planning an AI roadmap, evaluating build vs buy for AI capabilities, or figuring out how to integrate AI into existing products.

refoundai/analyzing-user-feedback

Help users synthesize and act on customer feedback. Use when someone is analyzing NPS responses, processing support tickets, reviewing user research, synthesizing feedback from multiple channels, or trying to identify patterns in customer input.

refoundai/behavioral-product-design

Help users apply behavioral science to product design. Use when someone is designing for habit formation, reducing friction, applying psychology to UX, increasing retention through behavioral principles, or using nudges to influence user behavior.

refoundai/brand-storytelling

Help users craft compelling brand narratives. Use when someone is defining brand strategy, writing company positioning, creating pitch narratives, developing messaging frameworks, or trying to make their company story more memorable.

refoundai/building-a-promotion-case

Help users get promoted at work. Use when someone is preparing for a promotion conversation, building their case for advancement, trying to understand what's blocking their promotion, or figuring out how to get to the next level in their career.

refoundai/building-sales-team

Help users build and scale their sales organization. Use when someone is hiring their first salespeople, deciding when to bring on sales leadership, structuring sales compensation, or transitioning from founder-led sales.

refoundai/building-team-culture

Help users build and maintain strong team culture. Use when someone is defining team values, creating psychological safety, onboarding to a new team, navigating cultural change, or building distributed team norms.

refoundai/building-with-llms

Help users build effective AI applications. Use when someone is building with LLMs, writing prompts, designing AI features, implementing RAG, creating agents, running evals, or trying to improve AI output quality.

refoundai/career-transitions

Help users navigate career changes and pivots. Use when someone is considering a new role, transitioning into product management, evaluating job offers, taking a sabbatical, or feeling stuck in their current position.

refoundai/coaching-pms

Help users develop and coach product managers. Use when someone is managing PMs, creating development plans, running performance reviews, or trying to level up their PM team's capabilities.

refoundai/community-building

Help users build and grow product communities. Use when someone is starting a community, scaling an ambassador program, driving community-led growth, or choosing between user, developer, or partner communities.

refoundai/competitive-analysis

Help users understand and respond to competition. Use when someone is positioning against competitors, evaluating market threats, running competitive war games, or deciding how much to focus on competitors versus customers.

refoundai/conducting-interviews

Help users conduct effective hiring interviews. Use when someone is designing an interview loop, crafting interview questions, evaluating candidates in real-time, or building a structured interview process.

refoundai/conducting-user-interviews

Help users run better customer and user interviews. Use when someone is preparing for user research, planning discovery interviews, writing interview questions, analyzing interview findings, or trying to understand customer needs.

refoundai/content-marketing

Help users build content marketing strategies. Use when someone is starting a blog, building SEO, creating thought leadership content, or deciding on content formats and distribution channels.

refoundai/cross-functional-collaboration

Help users work effectively across functions. Use when someone is navigating PM-engineering relationships, resolving cross-team conflicts, building product trios, or improving handoffs between design, engineering, and product.

refoundai/defining-product-vision

Help users create compelling product visions. Use when someone is writing a vision statement, defining a long-term product direction, aligning teams on the future state, or distinguishing vision from strategy.

refoundai/delegating-work

Help users delegate effectively. Use when someone is struggling to let go of tasks, deciding what to delegate, building team autonomy, or balancing being hands-on vs hands-off.

refoundai/design-engineering

Help users understand and build design engineering capabilities. Use when someone is creating a design engineering function, hiring design engineers, or bridging the gap between design and engineering teams.

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