Synthesize all quality assessments (risk, test-design, traceability, NFR) into evidence-based gate decision (PASS/CONCERNS/FAIL/WAIVED) with comprehensive rationale. Generates both YAML (CI/CD) and Markdown (human review) reports with action items. Use during final quality review to make go/no-go deployment decisions based on comprehensive quality evidence.
Project lifecycle operations (init, retrofit, phase advancement, compliance)
This skill should be used when the user asks about "phase management", "6-phase protocol", "explore phase", "plan phase", "code phase", "test phase", "fix phase", "document phase", "phase transitions", "phase enforcement", or needs guidance on managing the mandatory orchestration phases.
서비스 상태 확인. Use when (1) "현황 알려줘", (2) "서비스 상태 확인", (3) "cm-* 상태 체크". GitHub 레포 상태 및 최근 배포 정보 조회.
Validate architecture document completeness and quality against comprehensive checklist. Checks required sections, technology justifications, NFRs coverage, and generates quality score with actionable recommendations. Use after architecture creation to verify completeness, quality, and NFR coverage before implementation begins.
Orchestrator guiding developers through implementation, debugging, and verification phases across specialized code quality skills (project)
Use when partner provides a complete implementation plan to execute in controlled batches with review checkpoints - loads plan, reviews critically with Shannon quantitative analysis, executes tasks in complexity-based batches, runs validation gates, reports for review between batches
Use when executing implementation plans with independent tasks. Features 3-stage review: spec compliance, code quality, then UX.
Orchestrate autonomous project development through state-driven execution
The Quality Gate of the PM Brain. Manages the complete bug lifecycle from discovery to remediation with SLA tracking and impact assessment. Use for
Expert guidance on using Pants build system for Python projects, focusing on optimal caching, test execution, and target-based workflows.
Production deployment patterns for the World of Darkness Django application. Use when deploying to staging/production, configuring security settings, setting up Redis cache, planning database migrations, or preparing rollback procedures. Triggers on deployment tasks, production configuration, security hardening, or environment-specific settings.
This skill should be used when the user asks about "orchestration patterns", "plan-then-execute", "hierarchical decomposition", "blackboard pattern", "event sourcing pattern", "which pattern to use", "parallel execution strategies", or needs to select an orchestration approach for complex multi-agent tasks. Provides comprehensive guidance on 4 orchestration patterns for coordinating multiple agents.
Model deployment strategies including serving infrastructure, containerization, model packaging, versioning, and production deployment patterns.
Build production agentic applications on OCI using Oracle Agent Development Kit with multi-agent orchestration, function tools, and enterprise patterns
Engineer resilient UI systems with layered error boundaries, retries, and fallback orchestration.
Expert-level DevOps practices, culture, automation, and continuous delivery
CI/CD pipelines, infrastructure as code, and deployment strategies
Enterprise monorepo patterns with Turborepo and Nx including task orchestration, caching, and CI/CD optimization
