levnikolaevich

Creates core project docs (requirements, architecture, tech stack, patterns catalog). Use for any project regardless of type.

Replaces custom modules with OSS packages using atomic keep/discard testing. Use when migrating custom code to established libraries.

Multi-cycle performance optimization with profiling and bottleneck analysis. Use when optimizing application performance.

Generates Dockerfile and docker-compose configuration for multi-container development. Use when containerizing a project.

Configures health check endpoints for Kubernetes readiness/liveness/startup probes. Use when deploying to Kubernetes.

Use when auditing persistence and runtime performance through the evaluation platform with mandatory research, coordinated data-layer workers, and structured summaries.

Use when benchmarking hex-line MCP against Claude built-in tools with scenario manifests, activation checks, and diff-based correctness.

Decompõe o escopo em Épicos, Histórias e prioridades RICE. Use quando o usuário tiver o escopo do projeto e desejar uma decomposição Agile completa.

Checks layer, resource ownership, and orchestration boundaries. Use when auditing architecture boundary enforcement.

Use when an evaluation run requires bounded iterative refinement with trace and cleanup evidence.

Creates task management docs (kanban board, workflow rules) with configured tracker integration. Use when setting up task tracking for a project.

Executes Story tasks in priority order (To Review, To Rework, Todo). Use when Story has planned tasks ready for implementation.