Assess NFRs like performance security and reliability. Use when the user says "lets assess NFRs" or "I want to evaluate non-functional requirements"

Create system-level or epic-level test plans. Use when the user says "lets design test plan" or "I want to create test strategy"

Review test quality using best practices validation. Use when user says "lets review tests" or "I want to evaluate test quality"

Generate traceability matrix and quality gate decision. Use when the user says "lets create traceability matrix" or "I want to analyze test coverage"

Validate a PRD against standards. Use when the user says "validate this PRD" or "run PRD validation"

Builds, converts, and analyzes workflows and skills. Use when the user requests to "build a workflow", "modify a workflow", "quality check workflow", "analyze skill", or "convert a skill".

Use when the user asks to "scan for secrets", "detect credentials", "sanitize sensitive data", "check for exposed passwords", "run security gate G0", or mentions secret detection, credential scanning, security gate G0, sensitive data masking, API key exposure, token detection.

Use when the user asks to "create portfolio dashboard", "report portfolio status", "generate portfolio heatmap", "build executive portfolio view", "aggregate project metrics", or mentions portfolio reporting, portfolio view, portfolio metrics, multi-project dashboard. Triggers on: aggregates project health into portfolio heatmap, produces resource utilization views, creates budget rollup summaries, visualizes risk concentration across portfolio, generates governance action items for steering committee.

Use when the user asks to "assess portfolio management maturity", "evaluate portfolio governance", "review portfolio practices", "benchmark portfolio capability", "score portfolio management", or mentions portfolio assessment, portfolio maturity, portfolio management capability, portfolio governance evaluation. Triggers on: assesses portfolio management maturity across 6 dimensions, evaluates strategic alignment effectiveness, reviews prioritization model quality, quantifies portfolio governance gaps, produces portfolio improvement roadmap.

Use when the user asks to "assess agile maturity", "evaluate agile practices", "run agile readiness check", "benchmark Scrum adoption", or "audit agile capabilities". Activates when a stakeholder needs to measure agile adoption level, evaluate Scrum maturity, diagnose agile anti-patterns, compare agile readiness across teams, or baseline agile capability before a transformation initiative.

Use when the user asks to "run a PoC", "prototype a solution", "test a tool", "evaluate methodology feasibility", "compare vendor options", or mentions proof of concept, PoC, prototype, tool evaluation, methodology pilot, controlled experiment. Triggers on: designs controlled PoC experiments, defines measurable success criteria, creates evaluation frameworks for tool comparison, facilitates evidence-based go/no-go decisions, documents scale-up risks.

Adoption strategy design producing communication plan, training roadmap, resistance management tactics, and reinforcement mechanisms. Use when the user asks to "design adoption strategy", "plan change adoption", "communication plan", "training needs analysis", "resistance management", "adoption roadmap", "change communication", or mentions "post-implementation adoption", "user onboarding strategy", "technology adoption plan".

WCAG 2.1/2.2 compliance assessment — a11y testing strategy, remediation priorities, inclusive design. Use when the user asks to "audit accessibility", "assess WCAG compliance", "evaluate a11y", "review inclusive design", or mentions screen readers, ARIA, color contrast, keyboard navigation.

AI-specific design patterns and system tactics — Feature Store, Champion-Challenger, Shadow Deployment, Drift Detection, Explainability Wrapper, Canary Deployment, Bulkhead, and traditional patterns adapted for AI. This skill should be used when the user asks to "select AI design patterns", "apply ML patterns", "design drift detection", "implement feature store", "plan shadow deployment", "design champion-challenger", "select availability tactics for AI", or mentions AI anti-patterns, maintainability tactics, fault recovery for models, or pattern selection for ML systems.

AI pipeline architecture design — development pipelines, production pipelines, data stores, model registry, CI/CD for AI, and non-functional requirements. This skill should be used when the user asks to "design AI pipelines", "architect ML pipelines", "select data stores for AI", "design model registry", "implement CI/CD for ML", "define AI pipeline requirements", or mentions MLOps, training pipeline, inference pipeline, feature pipeline, Blue and Gold deployment, or pipeline patterns.

Use when the user asks to "use AI for project management", "augment PM with AI", "implement predictive scheduling", "parse status with NLP", or "design ML risk models". Activates when a stakeholder needs to identify AI augmentation opportunities for PM, build predictive scheduling models, automate status report parsing with NLP, design intelligent resource allocation, or create a human-AI collaboration model for project governance.

AI software architecture design — modules, layers, boundaries, design patterns, ADRs, quality attributes, and technical debt strategy for AI-enabled systems. This skill should be used when the user asks to "design AI system structure", "define AI module boundaries", "select AI architecture patterns", "document AI architecture decisions", "evaluate AI code architecture", or mentions AI pipelines, feature stores, model serving, drift detection, ML quality attributes, explainability architecture, or AI technical debt.

Comprehensive testing strategy for AI systems — testing scope matrix (6 types x 6 layers), model prediction testing, data quality testing, compliance and fairness testing, integration approaches, and CI/CD test automation. This skill should be used when the user asks to "define AI testing strategy", "test ML models", "design data quality tests", "plan fairness testing", "test AI pipelines", "design integration tests for ML", or mentions adversarial testing, drift simulation, model regression testing, bias testing, explainability testing, or AI test automation.

Análisis horizontal de estados financieros (P&L, Balance General, Flujo de Caja, notas/anexos) con comparación YoY de 2 períodos. Genera informes ejecutivos estandarizados para Junta Directiva y C-Level con variaciones absolutas, relativas, drivers de cambio, alertas y recomendaciones estratégicas. Usa esta skill SIEMPRE que el usuario mencione análisis horizontal, comparar estados financieros, variación año contra año, YoY, análisis de tendencias financieras, comparación de períodos, evolución financiera, cambios interanuales, delta financiero, o adjunte cualquier estado financiero y pida análisis comparativo. Trigger: análisis horizontal, comparar estados financieros, YoY, variación interanual, evolución financiera, delta financiero, comparar períodos.

Analytics pipeline design — dbt-style transformations, data modeling, testing, documentation. Use when the user asks to "design analytics models", "set up dbt project", "plan data transformations", "define data contracts", "model star schema", or mentions staging models, marts, incremental strategies, or materializations.