數據與 AI

Validates essential web resource files (sitemap.xml, robots.txt, llms.txt, security.txt) for compliance with their specifications. Use when user asks about "sitemap validation", "robots.txt check", "llms.txt", "security.txt", "RFC 9116", "RFC 9309", "web resource audit", "サイトマップ", "セキュリティ", or wants to verify crawler/LLM accessibility files.

Validates BAZINGA completion claims with independent verification. Spawned ONLY when PM sends BAZINGA. Acts as final quality gate - verifies test failures, coverage, evidence, and criteria independently. Returns ACCEPT or REJECT verdict.

테스트 케이스 생성을 test-case-agent에 위임

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

Create clear feature documentation for non-professional developers. Use PROACTIVELY when documenting new features, significant code changes, creating technical specifications, or when a feature isn't covered in the original project spec. Triggers on requests like "document this feature", "create feature docs", "write technical specification", "document these changes", or any request to explain what code does for future reference.Invoke with: /document-feature, /document-feature-simple, /document-feature-full, or say "use the feature-documenter skill to..."

Creates Claude Code subagents for task delegation. Guides through agent configuration,tool selection, and system prompts. Use this skill when the user wants to create a new agent,delegate tasks to specialists, or asks about subagents.

Use when creating new skills, editing existing skills, or verifying skills work before deployment - applies TDD to process documentation by testing with subagents before writing, iterating until bulletproof against rationalization

Especialista en validación y generación de metadatos YAML (frontmatter) para archivos markdown del proyecto SyV, garantizando coherencia con estándares

Supabase database management including migrations, RLS policies, seed data, auth configuration, and local development. Database files in api/supabase/.

Write secure and optimized database queries using parameterized queries, preventing SQL injection, avoiding N+1 queries through eager loading, selecting only needed columns, and using transactions for related operations. Use this skill when writing database queries using ORM query methods, raw SQL, or query builders in repository files, data access layer files, service files, or any backend code that fetches or manipulates database data. Use this when writing ORM queries with methods like findAll, findOne, findMany, where, include, select, joins, or populate to retrieve data from databases, writing raw SQL queries safely using parameterized inputs or prepared statements (never string interpolation or concatenation) to prevent SQL injection attacks, optimizing queries to prevent N+1 problems by using eager loading with include/populate or SQL joins to fetch related data in a single query instead of multiple sequential queries that degrade performance, implementing database transactions to wrap related operatio

Multi-agent orchestration system for automatically generating comprehensive Azure DevOps wiki documentation from Python codebase. Creates hierarchical wiki pages matching repository structure with bidirectional linkages between documentation and source files. Use when needing to document entire directories or maintain wiki docs synchronized with code.

Master Dyna-Q, MBPO, Dreamer - model-based RL with world models and planning

Understand and adhere to the project's technology stack including Laravel, PHP, React, PostgreSQL, Pest, Tailwind CSS, and all configured tools and services. Use this skill when making architectural decisions, when choosing libraries or packages, when configuring development tools, when setting up testing frameworks, when implementing authentication, when integrating third-party services, when configuring CI/CD pipelines, when setting up local development environments, or when ensuring consistency with the established tech stack across all parts of the application.

Get detailed metadata for a specific Danmarks Statistik table including variables, dimensions, and structure. Use before fetching data to understand table schema.

Use when user says "build stories", "generate stories", "create stories", "brainstorm stories", "brainstorm features", "create stories for [node]", or asks for new story ideas. Complete story lifecycle - generates evidence-based stories from git commits and gap analysis, validates quality, vets for conflicts, and retries up to 10 times if duplicates detected. Polishes stories with hold_reason='polish' FIRST before generating new ones. Supports multi-node batching. Does NOT commit - leaves that to caller.

接收用户输入的诗词，通过自主创意决策，将其转化为一份详细的、导演级的多幕视觉叙事绘图指令。在用户想要将古诗词转化为图像，或需要为诗词创作高质量提示词时使用。

my_career_data.md와 10개 파일의 동기화 상태를 검증합니다. 이력서 정합성 확인, 불일치 항목 점검이 필요할 때 사용합니다.

Comprehensive code review workflow coordinating quality, security, performance, and documentation reviewers. 4-hour timeline for thorough multi-agent review.

Updates skills during project work according to their contracts. Adds references, improves explanations, and refines examples while respecting skill boundaries. Use when discovering patterns, encountering edge cases, or finding better ways to explain skill concepts. Works with skills that have Skill Contracts defined by skill-contract-generator.

Implementation Agent: Full TDD workflow in a single context window. Writes tests, implements code, and iterates until all tests pass.