managing-tech-debt（技術的負債管理） は何をしますか？
技術的負債を戦略的に管理するためのスキルです。以下のような場面で活用します。
- レガシーコードに取り組んでいる場合
- リファクタリング作業を計画している場合
- 書き換え（リライト）と段階的修正（インクリメンタルフィックス）のどちらを選ぶべきか判断に迷う場合
- 技術的負債削減のための賛同を得ようとしている場合
- 新機能と保守作業のバランスを調整しようとしている場合
技術的負債を戦略的に管理するためのスキルです。レガシーコードの対処、リファクタリング計画、書き換えと段階的修正の判断、技術的負債削減のための賛同獲得、新機能と保守のバランス調整などに活用します。
このスキルは、開発チームやAIエージェントが技術的負債（テクニカルデット）を体系的かつ戦略的に管理するためのガイドラインを提供します。Claude CodeやCursor、CodexなどのAIエージェントプラットフォーム上で動作し、レガシーコードの分析、リファクタリングの優先順位付け、書き換え（リライト）と段階的改善（インクリメンタルフィックス）のトレードオフ評価、ステークホルダーからの賛同を得るための説得材料の作成、新機能開発と保守作業のバランス調整を支援します。SKILL.mdのドキュメントに基づき、実際のコードベースの状態やチームの状況に応じた具体的なアドバイスを提供できるよう設計されています。これにより、ユーザーは技術的負債をコストではなく投資として捉え、長期的なプロダクトの健全性を維持しながら開発生産性を向上させることが可能になります。
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技術的負債を戦略的に管理するためのスキルです。以下のような場面で活用します。
This repo contains 20 individual skills — each has its own dedicated page.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
Send and manage iMessages via BlueBubbles, including attachments, tapbacks, edits, replies, and groups.
Control Eight Sleep pods (status, temperature, alarms, schedules).
BluOS CLI (blu) for discovery, playback, grouping, and volume.
Create, search, and manage Bear notes via grizzly CLI.
Capture frames or clips from RTSP/ONVIF cameras.
Search GIF providers with CLI/TUI, download results, and extract stills/sheets.