Bootstrap del Jarvis OS: crea CLAUDE.md y MEMORY.md raiz y la estructura minima de niveles N0-N4 con proyectos semilla P00/P01/P02, sin sobrescribir ediciones locales.

Third-party service integration router: routes to one playbook for payment-integration, push-notifications, recaptcha-integration, or webhook-handling. Use when wiring an external provider (Stripe/PayPal, FCM/APNs, reCAPTCHA, inbound webhooks).

Accessibility router: WCAG audit, testing, accessible design, inclusive writing. Routes topic→playbook. Topics: audit, design, testing, writing.

Investigar dominios desconocidos (repos, datasets, corpus) con mapeo barato, budget de exploracion acotado y re-plan disciplinado que solo dispara al invalidar una hipotesis.

Multi-agent orchestration: workflow execution, triad composition, routing, parallelism, subagent monitoring, error recovery, and learning loops. Topics: continuous-learning, error-recovery-automation, intelligent-routing, multi-model-routing, parallel-workflow, socratic-debate, subagent-monitor, task-automation, triad-composition, workflow-orchestration.

Construir el bucle de control agentico que enruta por stop_reason tipado con budget duro y handlers explicitos, no por prosa.

AI/LLM system architecture: software arch, pipelines, conops, design patterns, audit, implementation. Topics: ai-conops, ai-design-patterns, ai-pipeline-architecture, ai-software-architecture, audit, chatbot-design, embedding-strategy, fine-tuning-prep, implementation, prompt-engineering, rag-patterns, structured-output, voice-interface.

Design a deterministic, dry-run-first local workspace profile plan for .jm-adk.local.json covering runtime preferences, command policy, privacy boundaries, write safety, evidence tags, and offline validation; write only on explicit apply.

Cadencia de retro semanal (P12): captura que ayudo, que friccion hubo, y promueve aprendizajes recurrentes a reglas persistentes.

Frontend implementation router: pick ONE topic (react/angular/web-components, component/css architecture, build-optimization, pwa, dark-mode, i18n/localization, form-engineering, or a site type — ecommerce/blog-cms/portfolio/admin) and load only that playbook. Topics: admin-dashboards, angular-development, blog-cms, build-optimization, component-architecture, css-architecture, dark-mode, ecommerce-frontend, form-engineering, internationalization, localization-guide, portfolio-sites, pwa-architecture, react-development, web-components.

AI quality: testing strategy, assisted testing, code review, safety, content detection, docs, workflow automation. Topics: ai-assisted-testing, ai-code-review, ai-content-detection, ai-documentation, ai-safety, ai-testing-strategy, ai-workflow-automation, code-review, llm-evaluation.

Cadencia WBR (P11): repaso semanal de avances, estancado y friccion; produce un acta accionable con dueno y proximo paso por item.

Design deterministic extract-validate-retry loops with actionable validation errors, recoverable vs not-recoverable classification, bounded retry budgets, systematic-error detection, escalation packets, and offline validation.

User research and validation router: route to interviews, surveys, usability testing, or prototyping. Topics: prototyping, survey-design, user-research, user-testing.

UI/UX design patterns: design systems, interaction and motion, onboarding, microcopy, and component-level UX (forms, tables, search, notifications). Topics: component-designer, dashboard-design, design-critique, design-system, empty-states, error-messaging, first-use-onboarding, form-ux-advanced, iconography, micro-interactions, microcopy-writing, mobile-patterns, motion-design, notification-ux, onboarding-ux, search-ux, table-ux, typography-advanced.

Software/system architecture router: API design, DDD, events, realtime, caching, performance, migrations, structured trade-off analysis. Topics: api-design, caching-strategy, domain-driven-design, event-architecture, migration-planning, performance-architecture, realtime-architecture, system-architecture, trade-off-analysis.

Branded output generation: HTML/CSS/JS, DOCX, XLSX, PDF, vector art, folios, templates (MetodologIA DS tokens in references/brand). Topics: brand-art, brand-docx, brand-html, brand-pdf, brand-xlsx, branded-html-output, folio-generator, html-brand, presentation-design, xlsx-template-creator.

Business analysis and change router: process modeling, requirements, feasibility, scenarios, enterprise change management, and workshops. Topics: business-process-modeling, change-management-enterprise, change-readiness, feasibility-validation, flow-mapping, requirements-engineering, scenario-analysis, workshop-design, workshop-facilitator.

Pack de carrera (es): proceso de seleccion, entrevistas, negociacion, CV, onboarding, red. Topics: acta-formal, cierre-conversacion, cv-cover-optimizer, cv-enhancement, follow-up-email, gratitud-post-proceso, negociacion-oferta, onboarding-90-dias, proceso-seleccion-orchestrator, red-y-referencias, simulador-entrevista, validar-liquidacion-co.

Estructurar memoria jerarquica CLAUDE.md user/team/module con at-imports y reglas condicionales por glob de ruta, optimizada para cache KV y precedencia por subpath.