Use when auditing the overall architecture for completeness, consistency, principle compliance, derivation chain integrity, and proposing/validating adjustments. This skill unifies the meta-verification layer and replaces architecture-self-auditor, derivation-chain-validator, adjustment-proposer, and adjustment-validator.
Use when designing system architecture, recording decisions, selecting patterns and tech stack, analyzing data flow, designing interface contracts, and applying the Strangler pattern. This skill unifies D2 Architecture Derivation Domain and replaces architecture-decision-recorder, architecture-pattern-selector, tech-stack-selector, data-flow-analyzer, interface-contract-designer, and strangler-pattern-suite.
Use when generating implementation code from interface contracts for backend (Go) and frontend (Vue/React) in any language. This skill unifies D5 Implementation Derivation Domain (L4.5→L5) and replaces contract-driven-code-generator, backend-code-generator, frontend-code-generator, and generic-code-generator.
Use when validating code and specifications against all 15 Aether constitutional principles (P0-P14), detecting principle conflicts, resolving via dynamic weighting, and enforcing mechanized constraints. This skill unifies the constitution enforcement layer and replaces constitution-validator, principle-consistency-checker, and constraint-check-runner.
Use when orchestrating complex deployments (canary, blue-green, rolling), managing releases, handling rollbacks, and enforcing change management. This skill unifies deployment operations and replaces deployment-orchestrator, rollback-manager, release-manager, and change-management.
Use when evaluating task determinism, dispatching to traditional code generators vs AI generation, enforcing contract consistency gates, and routing for confidence-based human review. This skill unifies D4.5 Generation Dispatch Domain and replaces deterministic-evaluator, code-generator-dispatcher, contract-consistency-gate, and confidence-based-reviewer.
Use when initializing a complete Go + Vue + Quasar fullstack project with production-ready structure, scaffolding, Makefile, Docker, CI/CD, and bilingual documentation. This skill unifies the fullstack development toolchain and replaces go-backend-scaffolder, go-cli-builder, vue-quasar-scaffolder, fullstack-project-setup, go-vue-fullstack-workflow, makefile-backend-generator, and readme-license-generator.
Use when managing production incidents with ITIL-aligned processes: detection, response, resolution, root cause analysis, and knowledge base updates. This skill unifies incident and problem management.