Boost efficiency with task automation and organizers.
Test and debug the Dashboard “Edit with AI” mini-app editor flow (start edit session, build, history, close session) and write automated tests that simulate agent-driven mini-app edits like adding dark mode.
Generate domain documentation from codebase analysis - entities, glossary, relationships. Use when analyzing domain models, creating glossaries, or when user mentions domain model, entity diagram, ドメインモデル, 用語集, glossary, ubiquitous language.
Dual-AI engineering loop orchestrating Claude Code (planning/implementation) and Codex (validation/review). Use when (1) complex feature development requiring validation, (2) high-quality code with security/performance concerns, (3) large-scale refactoring, (4) user requests codex-claude loop or dual-AI review. Do NOT use for simple one-off fixes or prototypes.
Configure AI coding agents like Cursor, GitHub Copilot, or Claude Code with project-specific patterns, coding guidelines, and MCP servers for consistent AI-assisted development.
Bootstrap AI Developer Workflows (ADWs) infrastructure in any codebase. Use when user wants to: "set up ADWs", "bootstrap agentic workflows", "add AI developer workflows", "enable programmatic agent execution", "initialize ADW infrastructure", or "set up programmatic Claude Code". This enables programmatic agent orchestration via subprocess/SDK, reusable workflow templates, multi-phase workflows, and structured observability for agent executions.
Best practices for writing SIMBL tasks that Claude can execute with zero context. Use when creating or refining tasks for maximum clarity.
Validate production readiness of Vertex AI Agent Engine deployments across security, monitoring, performance, compliance, and best practices. Generates weighted scores (0-100%) with actionable recommendations. Use when asked to "validate deploymen...
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
Google Gemini CLI fundamentals for code analysis, review, and validation. Use when (1) executing gemini commands for code review/analysis, (2) configuring models (gemini-3-flash-preview (default)/gemini-3-pro-preview (complex only)), output formats (text/json/stream-json), or sandbox modes, (3) managing Gemini sessions with /chat save/resume, (4) integrating Gemini into automation scripts and CI/CD pipelines. Do NOT use for orchestration patterns (use gemini-claude-loop instead).
Deploy and orchestrate Vertex AI ADK agents using A2A protocol. Manages AgentCard discovery, task submission, Code Execution Sandbox, and Memory Bank. Use when asked to "deploy ADK agent" or "orchestrate agents".
Use this skill when developing, implementing, or modifying Go backend code for the Brokle platform. This includes creating services, repositories, handlers, domain entities, API endpoints, middleware, workers, or any other Go backend components. Invoke this skill at the start of backend development tasks.
Write auditable, trackable, and repeatable workflows as MoonBit code using the MoonBit Codex SDK. Turn plans into runnable programs that can be reviewed, committed, and improved over time.
Orchestrates comprehensive audits of Claude Code customizations using specialized auditors. Use when auditing multiple components, asking about naming/organization best practices, or needing thorough validation before deployment.
Generate comprehensive specifications for software projects using spec-driven development methodology. Leverages Bright Data MCP tools to research documentation, analyze competitor implementations, gather real-world examples, and enrich specs with architectural insights. Use when user requests specifications, technical plans, project specs, or architecture documentation.
Spec-driven development framework with iterative refinement. Orchestrates feature development from intent to implementation via structured specs and task breakdown. Triggers on "/spec.plan", "/spec.refine", "/spec.clarify", "/spec.tasks", "/spec.run", "I want to build", "I want to add", "create spec", "spec-driven", "feature spec".
Configure Sentry for error tracking, performance monitoring, and log aggregation. Integrates with Pino to forward logs to Sentry automatically.
Orchestrates 6-phase SDLC pipeline for feature development. Use when user runs /develop command, requests guided feature development, wants to create implementation plans, or mentions "develop", "feature", "implement", "plan feature", "SDLC", "spec-driven development". Supports plan persistence, resume mode, and autonomous execution.
Best practice templates for API layer scaffolding
Configure Sentry for error tracking, performance monitoring, and log aggregation. Integrates with Pino to forward logs to Sentry automatically.
Track complex, multi-session work with dependency graphs using bd (beads) issue tracker. Use when work spans multiple sessions, has complex dependencies, or requires persistent context across compaction cycles. For simple single-session linear tasks, TodoWrite remains appropriate.
Create API gateways with routing, load balancing, rate limiting, and authentication. Use when routing and managing multiple API services. Trigger with phrases like "build API gateway", "create API router", or "setup API gateway".
Common GitHub Projects workflow patterns and best practices for team collaboration. Use when designing workflows, setting up new projects, or optimizing existing processes.
GraphQL API development including schema design, resolvers, queries, mutations, subscriptions, and integration with Node.js, Apollo, and other frameworks. Use when building GraphQL APIs, designing GraphQL schemas, implementing resolvers, or debugging GraphQL issues.
