Discover databases architecture patterns skills, compare source repositories and read the instructions for each workflow.
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....
Breaks down architecture into actionable tasks by role
Designs system architecture and selects technology stack
Systematic architecture analysis following Understand → Research → Specify → Decompose → Plan workflow. Use for system design, solution evaluation, build vs buy decisions, and task decomposition. Activate when...
Database schema (users, messages, photos tables), environment variables, ImageKit storage structure, authentication flow, and service integrations. Use when working on database operations, API logic, authentica...
Consult the Small Council - a multi-LLM deliberation system that gathers independent answers from multiple frontier AI models, has them anonymously rank each other's responses, then synthesizes a consensus answ...
Monitor database health and detect issues across environments
Validates project architecture against Fractary standards and best practices for Manager-as-Agent patterns
Identifies missing components and architectural gaps in project structure based on detected patterns
Detects and analyzes agent chain anti-patterns where agents invoke other agents sequentially causing massive context load
Detects hybrid agent anti-pattern where agents perform execution work directly instead of delegating to skills
Designs and generates workflow components following Manager-as-Agent pattern with architectural compliance
Validates generated workflow components for compliance with Manager-as-Agent principle and correct architectural patterns
REST API design principles and patterns - use when designing new endpoints, creating DTOs, or planning API structure
gRPC and Protocol Buffers - use for service-to-service communication, API definitions, streaming, and inter-service contracts
Kotlin/Spring Boot patterns for Orca service - use when implementing backend features, writing services, repositories, or controllers
Kotlin/Spring Boot 3.x patterns - use for backend services, REST APIs, dependency injection, controllers, and service layers
iOSアプリのSPMパッケージ構成・レイヤー依存関係・設計原則を定義。iOS機能実装・コードレビュー時に参照。no problem製SPMパッケージの使用指針を含む。
Orchestrates development cycle through all stages and gates. Professional execution engine. No decision-making authority.
Generates production-ready BAML applications from natural language requirements. Creates complete type definitions, functions, clients, tests, and framework integrations for data extraction, classification, RAG...
Add Sentry v8 error tracking and performance monitoring to your project services. Use this skill when adding error handling, creating new controllers, instrumenting cron jobs, or tracking database performance....
Comprehensive backend development guide for Node.js/Express/TypeScript microservices. Use when creating routes, controllers, services, repositories, middleware, or working with Express APIs, Prisma database acc...
Use when invalid data causes failures deep in execution, requiring validation at multiple system layers - validates at every layer data passes through to make bugs structurally impossible
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes - four-phase framework (root cause investigation, pattern analysis, hypothesis testing, implementation) that ensures u...
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.