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Syncs KNOWLEDGE.jsonl or session learnings to project rules. Use when - updating rules, syncing knowledge, extracting learnings, organizing anti-patterns. Trigger keywords - rules, knowledge sync, avoid patterns, best practices, session rules, extract rules.

PencilPlaybook é a Habilidade de UI/Gosto para Pencil.dev + Claude Code, um guia de design que fornece a Claude psicologia perceptual real e diretrizes de alto nível para evitar a produção de conteúdo de IA genérico.

Use when: 有多个需求需要排定先后顺序、资源有限需决定先做什么、需求冲突需要客观评分 Do NOT use when: 只有一个需求无需排序、优先级已由上级/业务方明确指定

Discover niche first-party signals that differentiate Closed Won vs Closed Lost accounts for ICP analysis. Use when the user provides won/lost customer domain lists and wants differential signals (website content, job listings, tech stack, maturity markers) to build account scoring models and prospecting criteria. Triggers: ICP analysis, niche signals, won vs lost analysis, differential signals, s

Use to prospect, enrich, qualify, and activate outbound — especially when users mention Deepline, CSV processing, lead/account/contact research, waterfall enrichment, email or LinkedIn lookup, personalization, scoring, or campaign activation. Route CSV-heavy and provider-driven requests here, then rely on linked sub-docs and provider playbooks for execution details. Providers: adyntel, ai_ark, api

Optimizes Claude Code memory in 4 interactive steps - removes duplicates, migrates to rules/CLAUDE.md, compresses, validates with cleanup

Use when: 产品上线后需要分析用户增长、制定增长策略、诊断产品健康度、优化AARRR各环节 Do NOT use when: 产品未上线、仅需单一指标分析无需全链路

Use when: 需要生成数据报告、收集整理用户反馈、进行数据驱动的分析汇报 Do NOT use when: 数据已由BI系统自动生成、无需人工分析

Use when the user asks about Claude Code best practices, how to write agents, how to use hooks, how to manage context, or how to work effectively with Claude Code's native systems

Use when building React components, optimizing performance, analyzing bundle sizes, scaffolding projects, implementing accessibility, reviewing frontend code quality, performing visual overhauls, or designing UI/UX systems.

This skill should be used when the user asks to "design REST APIs", "optimize database queries", "implement authentication", "build microservices", "review backend code", "set up GraphQL", "handle database migrations", or "load test APIs".

Use when: 需要将需求转化为用户故事、准备敏捷开发任务、进行需求拆分、编写验收标准 Do NOT use when: 需求已可直接进入开发、团队不使用用户故事格式