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.

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.

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 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.

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.

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.

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.

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.

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

Disenar evaluacion con confidence calibrada contra labeled set, stratified sampling y criterios categoricos por severidad para reducir falsos positivos sin ocultar sesgo en metricas agregadas.

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.