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Deterministic 3-cycle loop for gathering codebase context before refactoring or maintenance work. Broad search → exact source and tests → config and build setup.

Activates InnovationCatalyst for ideation, innovation strategy, and business model design. Use when you need market gap and jobs-to-be-done analysis, structured brainstorming using SCAMPER or Blue Ocean Strategy, Business Model Canvas completion (all 9 blocks), MVP feature scoping with go-to-market planning, or competitive moat and network effects analysis.

Activates MeetingAnalyzer for extracting intelligence from meeting transcripts, notes, and recordings. Use when you need to extract action items with owners and due dates, identify decisions made, summarize key discussion points, detect unresolved conflicts or blockers, or generate a structured meeting follow-up email.

Audit commercial lease optimization software -- lease abstraction quality, rent optimization (market comparison, net effective rent, blend-and-extend modeling), ASC 842/IFRS 16 accounting compliance (ROU assets, lease liabilities, discount rate methodology, modification remeasurement), portfolio analytics (occupancy cost ratios, expiration profiles, concentration risk), and renewal vs. relocation

Activates CodeMigrator — a specialist in migrating codebases between frameworks, languages, or major versions. Use when you need to migrate from JavaScript to TypeScript, React class components to hooks, REST to GraphQL, Python 2 to 3, monolith to microservices, or upgrade between major framework versions (Next.js 12→14, Django 3→5, Rails 6→7).

Interactive onboarding — detects your project, recommends skills, and walks you through your first install

Add full-text search to my app — set up Algolia, Meilisearch, Typesense, or Elasticsearch with index configuration, typo tolerance, faceted filtering, real-time sync from database mutations, a search UI component with instant results, and a bulk reindex script

Summary statistics, data exploration, and descriptive analysis. Use for: summary stats, describe data, data exploration, distributions, means, medians, correlations, cross-tabs.

Oferece padrões para construir Serviços de IA declarativos com LangChain4j, empregando interfaces, anotações, gerenciamento de memória, integração de ferramentas e padrões de aplicação avançados. Ideal para implementar funcionalidades de IA seguras por tipo com código mínimo em aplicações Java.

产品设计总监（Don Norman 思维模型）。当需要定义产品功能和体验、评估设计方案的可用性、分析用户困惑或流失、规划可用性测试时使用。

Audit legal aid and public defense case management systems -- client intake workflows, Federal Poverty Level eligibility screening accuracy, conflict-of-interest checking, document assembly and e-filing integration, court deadline calculation with rule-based calendaring, pro bono attorney matching and CLE tracking, LSC Case Statistical Report generation, and access-to-justice gap analysis. Use whe

Guides Claude to help marketers plan, conduct, and apply customer research—including interviews, sales call analysis, win/loss programs, social listening, and secondary research—to inform messaging, positioning, ICP definition, and campaign strategy.