Effort inductors analysis, scope driver identification, team composition planning, and risk-adjusted timeline estimation. Trigger: "cost estimation", "effort estimation", "scope drivers", "team composition", "timeline", "sizing".

Crafts value propositions, calls to action, and technical summaries that drive decisions. Trigger: "value proposition", "call to action", "elevator pitch", "technical summary".

Manages session context, token budgeting, and strategic information loading for AI-assisted engineering sessions. Trigger: "optimize context", "token budget", "context management", "session context", "priming strategy".

Architecture proposals with trade-off analysis, alternatives matrix, and decision rationale. Trigger: design architecture, propose solution, evaluate alternatives, create ADR.

C4 model diagrams, component relationships, and architectural pattern identification. Trigger: "map architecture", "C4 diagram", "component diagram", "system context".

Designs authentication and authorization architectures using OAuth2, OIDC, RBAC, ABAC, and identity provider integration. Trigger: "auth architecture", "authentication design", "authorization patterns", "OAuth2", "OIDC", "identity provider".

Semantic layer design, dashboard architecture, self-service analytics patterns, and KPI framework engineering. Trigger: "BI architecture", "semantic layer", "dashboard", "self-service analytics", "KPI framework", "reporting".

Designs modular architecture with clear boundaries, interface contracts, and dependency rules. Trigger: "design components", "module boundaries", "interface contracts", "component architecture".

Regulatory and standards compliance assessment — GDPR, SOX, PCI-DSS, HIPAA, ISO 27001 patterns in code. Use when user asks to "assess compliance".

Analyzes build vs buy decisions, licensing models, TCO calculations, and value capture strategies. Trigger: "build or buy", "licensing analysis", "TCO", "commercial model".

Cyclomatic complexity, coupling, cohesion, and size metrics measurement. Trigger: "measure complexity", "code metrics", "coupling analysis", "cohesion".

Improve existing teacher guide by incorporating pedagogical review feedback, enhancing DUA adaptations, and updating rubrics. Trigger on: mejorar guia, evolucionar guia docente, actualizar DUA, enhance guide, update rubrics. Categorizes feedback into DUA/rubric/planning/methodology dimensions, applies changes preserving indicator coverage, enforces 2+ DUA adaptations per activity, and refines rubric descriptors. Prevents pedagogical regression during guide revision cycles.

Verify 100% curriculum destreza coverage with full traceability from MinEduc standards to editorial content. Trigger on: verificar cobertura, coverage check, destrezas huerfanas, orphan check, curriculum traceability, alineacion curricular. Scans all generated units for DZ-ref tags, cross-references against Matriz A&S, identifies orphaned destrezas, and produces a coverage dashboard with gap analysis. Essential quality gate for G1 Alineamiento Pedagogico compliance.

Validate content comprehensibility using calibrated Student Simulator prompt-personas (alto rendimiento, promedio, necesidades especiales) for age-appropriate readability. Trigger on: comprensibilidad, legibilidad, student simulator, carga cognitiva, validar contenido, readability, age-appropriate, pre-filtro, perfiles estudiante, simulacion lectora, accesibilidad contenido. Runs 3-profile simulation scoring legibility, cognitive load, and engagement per section with quantitative thresholds and fragment-level flags.

Review and correct text against Manual de Voz Sinapsis editorial style rules and ortotipographic conventions. Trigger on: revision estilo, style review, voice manual, tono editorial, correccion ortotipografica, consistencia editorial. Produces a changelog with rule citation per correction, enforces grade-appropriate vocabulary, and ensures tonal consistency across all units. Gate G2 prerequisite.

Review content for pedagogical alignment including Bloom/Marzano taxonomy levels, DUA compliance, indicator coverage, and backward design. Trigger on: revision pedagogica, pedagogical review, taxonomy check, DUA audit, alineamiento pedagogico, backward design. Validates that every activity targets the correct cognitive level, meets DUA 2+ adaptation threshold, and follows backward design from objectives through assessment to activities. Gate G1 prerequisite.

Fix editorial style violations identified in style review changelog while preserving pedagogical content integrity. Trigger on: reparar estilo, fix style, corregir voz, repair tone, resolve style issues, aplicar correcciones.

Fix progressive complexity issues and scaffolding gaps across editorial units to ensure smooth cognitive progression. Trigger on: reparar progresion, fix progression, resequence, scaffolding gap, salto de complejidad, complexity jump.

Auto-generate RAG priming files from client documents (PDFs, HTMLs, Word files). Reads each document, extracts key knowledge, and creates structured priming files with evidence tags. Trigger on: priming, auto-prime, procesar documentos, generar RAG, extract knowledge, documentos del cliente.

Fix curriculum alignment gaps and orphaned destrezas found by coverage verification to achieve 100% MinEduc standard coverage. Trigger on: reparar alineacion, fix coverage, destrezas huerfanas, llenar gaps, orphaned destrezas, curriculum gaps.