Audits all SKILL.md files in a plugin against a 6-criteria excellence rubric, producing per-skill scores, plugin averages, and actionable improvement recommendations. Trigger: audit content quality, score skills, check skill quality, content rubric.

Generate plugin architecture plan with agent roles, skill-movement mapping, hook strategy, and command routing. Trigger: plan architecture, design plugin structure, architect plugin, plugin architecture, plan plugin layout.

Defines design tokens, component libraries, and page structures for consistent technical deliverables. Trigger: "design system", "design tokens", "component library", "page structure".

Post-incident analysis, timeline reconstruction, contributing factor identification, and prevention recommendations. Trigger: analyze incident, post-mortem, outage review, incident timeline, blameless review.

Compute, network, storage topology, HA/DR design, IAM strategy, and landing zone architecture for production systems. Trigger: "infrastructure architecture", "landing zone", "HA/DR", "network topology", "compute", "IAM".

Docker, Kubernetes, IaC topology, and deployment architecture mapping. Trigger: "map infrastructure", "Docker analysis", "K8s topology", "IaC review".

Pre-processes raw inputs through error detection, intent amplification, and structured interpretation layers. Trigger: "analyze this input", "interpret requirements", "clarify intent".

Captures corrections, applies learnings across sessions, and prevents regression of past mistakes. Trigger: "lesson learned", "capture correction", "track mistake", "prevent regression", "apply learnings".

Code quality index, change risk assessment, and maintainability scoring. Trigger: "score maintainability", "code quality index", "change risk", "maintainability".

Capability maturity evaluation using CMMI, DORA, and custom models for software engineering practices. Use when user asks to "assess maturity".

Generates C4, sequence, flow, and architecture diagrams in Mermaid syntax for technical documentation. Trigger: "diagram", "mermaid", "C4 diagram", "sequence diagram", "flowchart", "architecture diagram".

Decomposes monoliths into microservices using bounded contexts, DDD, and service boundary analysis. Trigger: "decompose microservices", "bounded contexts", "service boundaries", "DDD decomposition", "split monolith".

Plans system migrations using strangler fig, blue-green, data migration, and re-platforming strategies. Trigger: "plan migration", "strangler fig", "re-platform", "data migration", "legacy modernization".

Designs monitoring dashboards, alerting rules, SLOs, and error budgets for production systems. Trigger: "monitoring setup", "dashboards", "alerts", "SLOs", "error budgets", "observability".

Logging architecture, distributed tracing, metrics design, alerting strategy, SLO/SLI definition, and incident response procedures. Trigger: "observability", "logging", "tracing", "metrics", "alerting", "SLO", "SLI", "incident response".

Designs logging, metrics, and distributed tracing architectures using OpenTelemetry and observability platforms. Trigger: "observability design", "logging architecture", "metrics strategy", "distributed tracing", "OpenTelemetry".

Logging, metrics, and tracing completeness analysis across the system. Trigger: "observability gaps", "logging analysis", "metrics coverage", "tracing completeness".

Engineers quality formatting with ghost menus, progressive disclosure, and excellence standards for technical artifacts. Trigger: "format output", "ghost menu", "progressive disclosure", "output quality", "excellence standards".

Profiling-based identification of hot paths, resource constraints, and throughput limiters. Trigger: "find bottlenecks", "hot paths", "performance profiling", "throughput limits".

Defines Core Web Vitals targets, latency budgets, bundle size limits, and performance regression gates. Trigger: "performance budget", "core web vitals", "bundle size", "latency budget", "performance targets".