Data engineering lifecycle: pipelines, quality, validation, migration, export, flow architecture. Topics: data-engineering, data-export, data-flow-architecture, data-migration, data-quality, data-validation, etl-patterns, schema-evolution.

Cadencia DBR: selecciona <=3 prioridades-tambor del dia y emite el plan diario P09 con buffers y evidencia.

CI/CD and release engineering router: pipelines, environments, deployment gates, rollbacks, git hooks, watchers, and repo hygiene. Routes one topic per call. Topics: ci-pipeline-design, dependency-management, deployment-checklist, environment-management, file-watcher, git-hook-integration, github-actions-ci, lighthouse-ci, linting-formatting, rollback-strategy.

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.

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.

Scaffold a Jarvis OS station (universal or dedicated) with its own CLAUDE.md and P06/P23/P24-compliant structure; missing-only, never clobbers local edits.

Router for building/certifying agentic assets — skills, agents, commands, prompts, hooks, MCP servers, workflows. Topics: agent-creator, assembly-skill, auto-prompt-matching, benchmark-skill, certify-skill, design-skill, hook-creator, mcp-creator, meta-skill-creator, meta-skill-indexer, prompt-creator, prompt-forge, skill-search, workflow-creator, workflow-forge, x-ray-skill.

Router for agent session lifecycle: bootstrap, protocol, state/context-window management, compaction preservation, notifications, end-cleanup. Topics: context-window-management, notification-handler, pre-compact-context, session-end-cleanup, session-manager, session-protocol, session-start-bootstrap.

Decidir resume vs fork vs fresh con summary tipado segun validez de contexto y deteccion de tool results stale.

SEO and conversion growth router: technical SEO, content SEO, landing pages, funnels, CRO, trust patterns. Topics: conversion-optimization, funnel-design, indexability-validator, landing-page-builder, landing-pages, seo-architecture, seo-content, social-proof.