jm-adk-beta

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.

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.

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.

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.

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.

Disena el ensamblado de la ventana de contexto de un agente para maximizar reuso de prefix/KV cache (estatico-first) y mitigar dilucion softmax con edge placement (curva en U) y compactacion sobre umbral fijo.

Decidir slash command vs skill y escribir su frontmatter de producción (context fork, allowed-tools whitelist, argument-hint) con el scope correcto, sin contaminar la sesión ni romper la replicabilidad del equipo.

Cadencia de cierre diario: captura cerrado/pendiente/aprendido y siembra el dia siguiente (P10).

Router for data governance work: privacy patterns, data strategy, catalog/documentation, audit-trail design, pipeline governance, data storytelling. Resolves a topic and loads exactly one playbook. Topics: audit-trail-design, data-documentation, data-governance, data-privacy-patterns, data-storytelling, data-strategy, pipeline-governance.

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.

Documentation and professional writing router: technical docs, changelogs, diagrams, memos, meeting notes, reports, training, knowledge management. Topics: api-documentation, changelog-writing, developer-onboarding, documentation-standards, documentation-system, internal-memo, knowledge-management, meeting-notes, mermaid-diagramming, reporting-templates, storytelling, technical-writing-patterns, training-material.

Email systems and communication: transactional sending, templates, and newsletters. Topics: email-sending, email-template-builder, email-templates, newsletter-design.