Use when the user asks to "manage positive risks", "exploit opportunities", "enhance project benefits", "capture upside potential", "optimize project outcomes", or mentions positive risk, opportunity exploitation, opportunity enhancement, upside risk management. Triggers on: identifies upside potential in project execution, applies exploit/share/enhance/accept strategies, quantifies opportunity value, integrates opportunity actions into project plan, tracks opportunity realization.

Use when the user asks to "manage positive risks", "exploit opportunities", "enhance project benefits", "capture upside potential", "optimize project outcomes", or mentions positive risk, opportunity exploitation, opportunity enhancement, upside risk management. Triggers on: identifies upside potential in project execution, applies exploit/share/enhance/accept strategies, quantifies opportunity value, integrates opportunity actions into project plan, tracks opportunity realization.

Use when the user asks to "create onboarding plan", "plan knowledge transfer", "design team onboarding", "reduce ramp-up time", "capture institutional knowledge", or mentions onboarding playbook, knowledge transfer, new team member ramp-up, team integration. Triggers on: creates role-specific onboarding paths, designs knowledge transfer sessions, establishes buddy system, defines ramp-up milestones, captures institutional knowledge for preservation.

Use when the user asks to "create onboarding plan", "plan knowledge transfer", "design team onboarding", "reduce ramp-up time", "capture institutional knowledge", or mentions onboarding playbook, knowledge transfer, new team member ramp-up, team integration. Triggers on: creates role-specific onboarding paths, designs knowledge transfer sessions, establishes buddy system, defines ramp-up milestones, captures institutional knowledge for preservation.

Observability architecture — logging, tracing, metrics, alerting, SLO/SLI, incident response. Use when the user asks to "design observability", "set up monitoring", "implement tracing", "configure alerting", "define SLOs", "design incident response", or mentions OpenTelemetry, Prometheus, Grafana, ELK, correlation IDs, burn rate, runbooks.

Observability architecture — logging, tracing, metrics, alerting, SLO/SLI, incident response. Use when the user asks to "design observability", "set up monitoring", "implement tracing", "configure alerting", "define SLOs", "design incident response", or mentions OpenTelemetry, Prometheus, Grafana, ELK, correlation IDs, burn rate, runbooks.

Deep feasibility validation across 7 dimensions by a Council of Seven Sages (Think Tank). Postdoctoral-level research rigor applied to scenario validation. Validates technical claims, quantitative assumptions, systemic risks, technology maturity, infrastructure limits, integration feasibility, and economic viability. Use when validating approved scenarios before roadmap commitment, when stakeholders need confidence in technical achievability, or when "Phase 3b" / "feasibility" / "think tank" / "7 sabios" is mentioned.

Deep feasibility validation across 7 dimensions by a Council of Seven Sages (Think Tank). Postdoctoral-level research rigor applied to scenario validation. Validates technical claims, quantitative assumptions, systemic risks, technology maturity, infrastructure limits, integration feasibility, and economic viability. Use when validating approved scenarios before roadmap commitment, when stakeholders need confidence in technical achievability, or when "Phase 3b" / "feasibility" / "think tank" / "7 sabios" is mentioned.

Use when the user asks to "run Monte Carlo", "simulate schedule risk", "probabilistic cost analysis", "confidence intervals", "forecast completion probability", or mentions Monte Carlo simulation, probabilistic analysis, schedule confidence, cost confidence. Triggers on: executes probabilistic schedule simulation, generates cost confidence curves, calculates contingency reserves from P-values, identifies sensitivity drivers via tornado diagram, produces S-curves with confidence levels.

Use when the user asks to "run Monte Carlo", "simulate schedule risk", "probabilistic cost analysis", "confidence intervals", "forecast completion probability", or mentions Monte Carlo simulation, probabilistic analysis, schedule confidence, cost confidence. Triggers on: executes probabilistic schedule simulation, generates cost confidence curves, calculates contingency reserves from P-values, identifies sensitivity drivers via tornado diagram, produces S-curves with confidence levels.

Unified mobile platform assessment — merges former mobile-architecture and mobile-assessment into one skill. Covers cross-platform vs native strategy, store compliance, app vitals, architecture patterns, offline-first design, performance optimization, dependency health, and remediation roadmaps. Use when the user asks to "assess mobile architecture", "evaluate mobile platform", "audit app health", "choose between native and cross-platform", "check store compliance", "optimize mobile performance", "review app dependencies", or mentions Flutter, React Native, KMP, MVVM, crash rate, ANR, app size, cold start time, or mobile tech debt.

Unified mobile platform assessment — merges former mobile-architecture and mobile-assessment into one skill. Covers cross-platform vs native strategy, store compliance, app vitals, architecture patterns, offline-first design, performance optimization, dependency health, and remediation roadmaps. Use when the user asks to "assess mobile architecture", "evaluate mobile platform", "audit app health", "choose between native and cross-platform", "check store compliance", "optimize mobile performance", "review app dependencies", or mentions Flutter, React Native, KMP, MVVM, crash rate, ANR, app size, cold start time, or mobile tech debt.

AS-IS assessment for mobile apps -- performance, compliance, dependency health, UX metrics. Use when the user asks to "assess the mobile app", "audit app health", "review app dependencies", "check app store compliance", "measure app performance", or mentions crash rate, ANR, app size, cold start time, or mobile tech debt.

AS-IS assessment for mobile apps -- performance, compliance, dependency health, UX metrics. Use when the user asks to "assess the mobile app", "audit app health", "review app dependencies", "check app store compliance", "measure app performance", or mentions crash rate, ANR, app size, cold start time, or mobile tech debt.

Mobile app architecture -- native vs cross-platform, offline-first, state management, release management. Use when the user asks to "design mobile architecture", "choose between native and cross-platform", "implement offline-first", "plan mobile CI/CD", "optimize app performance", or mentions Flutter, React Native, KMP, MVVM, SwiftUI, Jetpack Compose, or app store deployment.

Mobile app architecture -- native vs cross-platform, offline-first, state management, release management. Use when the user asks to "design mobile architecture", "choose between native and cross-platform", "implement offline-first", "plan mobile CI/CD", "optimize app performance", or mentions Flutter, React Native, KMP, MVVM, SwiftUI, Jetpack Compose, or app store deployment.

Mini Apps and Low-Code discovery — citizen developer readiness, platform assessment (Power Platform, OutSystems, Mendix, Retool), use case identification and prioritization, governance model, integration architecture, and low-code adoption roadmap. Use when the user asks to "evaluate low-code platforms", "assess citizen developer readiness", "mini apps strategy", "Power Platform assessment", "low-code governance", "no-code evaluation", "automation apps discovery", or mentions "citizen development", "low-code adoption", "mini apps".

Mini Apps and Low-Code discovery — citizen developer readiness, platform assessment (Power Platform, OutSystems, Mendix, Retool), use case identification and prioritization, governance model, integration architecture, and low-code adoption roadmap. Use when the user asks to "evaluate low-code platforms", "assess citizen developer readiness", "mini apps strategy", "Power Platform assessment", "low-code governance", "no-code evaluation", "automation apps discovery", or mentions "citizen development", "low-code adoption", "mini apps".

Detailed migration execution guide — strangler fig, parallel run, big bang, rollback procedures, data migration. Use when the user asks to "plan migration", "design cutover", "build migration playbook", "define rollback strategy", or mentions strangler fig, parallel run, data migration, legacy modernization.

Detailed migration execution guide — strangler fig, parallel run, big bang, rollback procedures, data migration. Use when the user asks to "plan migration", "design cutover", "build migration playbook", "define rollback strategy", or mentions strangler fig, parallel run, data migration, legacy modernization.