AI/Growth Product Management guide covering AI strategy (organizational AI transformation, Data Operating Model), AI product lifecycle (8-stage: Problem Definition through Retraining/Maintenance), AI PM specializations (AI-Experiences/AI-Builder/AI-Enhanced), growth metrics (RAD framework, 4 PLG models, experimentation), responsible AI practices (bias mitigation, fairness, legal compliance), and PM career development. Use when making product decisions involving AI/ML features, evaluating AI opportunities, designing growth experiments, setting product metrics, building AI-native products, or navigating MLOps and deployment challenges. Covers: 3 PM specializations, HEART framework, MLOps CI/CD pipeline, data quality frameworks, retention/expansion strategies, cross-functional collaboration, GenAI evaluation methods, prompt engineering fundamentals.
npx claudepluginhub sumik5/sumik-claude-pluginThis skill inherits all available tools. When active, it can use any tool Claude has access to.
INSTRUCTIONS.mdreferences/AI-LIFECYCLE.mdreferences/AI-STRATEGY.mdreferences/GROWTH-METRICS.mdreferences/PRODUCT-DESIGN.mdreferences/RESPONSIBLE-AI.mdreferences/TEAM-CAREER.mdRead INSTRUCTIONS.md
Expert guidance for Next.js Cache Components and Partial Prerendering (PPR). **PROACTIVE ACTIVATION**: Use this skill automatically when working in Next.js projects that have `cacheComponents: true` in their next.config.ts/next.config.js. When this config is detected, proactively apply Cache Components patterns and best practices to all React Server Component implementations. **DETECTION**: At the start of a session in a Next.js project, check for `cacheComponents: true` in next.config. If enabled, this skill's patterns should guide all component authoring, data fetching, and caching decisions. **USE CASES**: Implementing 'use cache' directive, configuring cache lifetimes with cacheLife(), tagging cached data with cacheTag(), invalidating caches with updateTag()/revalidateTag(), optimizing static vs dynamic content boundaries, debugging cache issues, and reviewing Cache Component implementations.
Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply.
Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.