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.

Design deterministic tool-description routing contracts with explicit input formats, examples, reciprocal boundaries, overload split decisions, Grep then Read then Edit repository strategy, Edit failure fallback, and offline validation.

Router for software testing strategy and execution: pick one topic — bdd-full-spectrum, cross-browser-testing, e2e-testing, performance-testing, test-strategy, or unit-testing — and run its playbook.

Crea/retoma una sub-tarea T-NNN multi-sesion con CLAUDE.md, task.md y log.md (P33); idempotente y missing-only salvo --force.

Design deterministic hub-and-spoke subagent orchestration plans with AgentDefinition plus Task dispatch, fresh-session context isolation, typed spoke errors, local recovery, coverage-gap aggregation, and bounded partial-failure behavior.

Disenar extraccion estructurada Claude como contrato de datos: JSON Schema defensivo (required reales, union nullable, enum con valvula de escape), tool_choice forzado y parseo desde tool_use.input.

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.

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.

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.

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.

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.

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.

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

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.

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

Configurar MCP servers (project vs user scope, env-var expansion) y disenar contratos de error tipados con categoria y retryable.

Marketing content production: copywriting, calendars, PR, case studies, whitepapers, video scripts, podcasts, and events. Topics: case-study-writing, content-calendar, copywriting-frameworks, event-marketing, podcast-prep, press-release, video-script, whitepaper-creation.