A robust theming system enables applications to support multiple visual appearances (light/dark modes, brand themes) while maintaining consistency and developer experience. Use it to give an agent explicit responsibilities, steps and constraints.
Well-architected components are reusable, composable, and maintainable. This guide covers patterns for building flexible component APIs that scale across design systems. Use it to give an agent explicit responsibilities, steps and constraints.
Design well-organized Python projects with clear module boundaries, explicit public interfaces, and maintainable directory structures. Good organization makes code discoverable and changes predictable. Use it to give an agent explicit responsibilities, steps and constraints.
Master modern LangChain 1.x and LangGraph for building sophisticated LLM applications with agents, state management, memory, and tool integration. Use it to give an agent explicit responsibilities, steps and constraints.
You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions. Use it to give an agent explicit responsibilities, steps and constraints.
Comprehensive patterns for creating, maintaining, and managing Architecture Decision Records (ADRs) that capture the context and rationale behind significant technical decisions. Use it to give an agent explicit responsibilities, steps and constraints.
You are a data pipeline architecture expert specializing in scalable, reliable, and cost-effective data pipelines for batch and streaming data processing. Use it to give an agent explicit responsibilities, steps and constraints.
Generate comprehensive C4 architecture documentation for an existing repository/codebase using a bottom-up analysis approach. Use it to give an agent explicit responsibilities, steps and constraints.
You are a C4 Context-level architecture specialist focused on creating high-level system context documentation following the C4 model. Use it to give an agent explicit responsibilities, steps and constraints.
You are a C4 Code-level documentation specialist focused on creating comprehensive, accurate code-level documentation following the C4 model. Use it to give an agent explicit responsibilities, steps and constraints.
Stable patterns for working with Stitch. This file covers concepts and taxonomies that remain consistent across SDK versions. For the current API surface (parameter names, return shapes, enum values), the authoritative source is the SDK repository linked in the Stitch Documentati. Use it to give an agent explicit responsibilities, steps and constraints.
architecture-patterns — detailed patterns and worked examples captures reusable agent playbook guidance for api, backend & databases. Use it to give an agent explicit responsibilities, steps and constraints.
Deep-dive implementation examples for DDD bounded contexts, Onion Architecture, Anti-Corruption Layers, and full project structures. Referenced from SKILL.md. Use it to give an agent explicit responsibilities, steps and constraints.
Master proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design to build maintainable, testable, and scalable systems. Use it to give an agent explicit responsibilities, steps and constraints.
You are a backend system architect specializing in scalable, resilient, and maintainable backend systems and APIs. Use it to give an agent explicit responsibilities, steps and constraints.
This marketplace follows industry best practices with a focus on granularity, composability, and minimal token usage. Use it as a repeatable review, validation or hardening pass.
Complete reference for all 203 local specialized AI agents organized by category with model assignments. Use it as a repeatable review, validation or hardening pass.
Top-level architectural map for the claude-agents marketplace. Detail lives in docs/architecture.md; this file is the index per the OpenAI harness-engineering pattern. Use it to ground design choices in named patterns, trade-offs and examples.
Hey, I hope this course provides a great learning experience. Use it to build a structured path from fundamentals to hands-on practice.
Maelstrom is a workbench for learning distributed systems by writing your own. It uses the Jepsen testing library to test toy implementations of distributed systems. Maelstrom provides standardized tests for things like "a commutative set" or "a transactional key-value store", an. Use it to make implementation decisions and avoid common dead ends.
A robust theming system enables applications to support multiple visual appearances (light/dark modes, brand themes) while maintaining consistency and developer experience. Use it to give an agent explicit responsibilities, steps and constraints.
Well-architected components are reusable, composable, and maintainable. This guide covers patterns for building flexible component APIs that scale across design systems. Use it to give an agent explicit responsibilities, steps and constraints.
Design well-organized Python projects with clear module boundaries, explicit public interfaces, and maintainable directory structures. Good organization makes code discoverable and changes predictable. Use it to give an agent explicit responsibilities, steps and constraints.
Master modern LangChain 1.x and LangGraph for building sophisticated LLM applications with agents, state management, memory, and tool integration. Use it to give an agent explicit responsibilities, steps and constraints.
You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions. Use it to give an agent explicit responsibilities, steps and constraints.
Comprehensive patterns for creating, maintaining, and managing Architecture Decision Records (ADRs) that capture the context and rationale behind significant technical decisions. Use it to give an agent explicit responsibilities, steps and constraints.
You are a data pipeline architecture expert specializing in scalable, reliable, and cost-effective data pipelines for batch and streaming data processing. Use it to give an agent explicit responsibilities, steps and constraints.
Generate comprehensive C4 architecture documentation for an existing repository/codebase using a bottom-up analysis approach. Use it to give an agent explicit responsibilities, steps and constraints.
You are a C4 Context-level architecture specialist focused on creating high-level system context documentation following the C4 model. Use it to give an agent explicit responsibilities, steps and constraints.
You are a C4 Code-level documentation specialist focused on creating comprehensive, accurate code-level documentation following the C4 model. Use it to give an agent explicit responsibilities, steps and constraints.
Stable patterns for working with Stitch. This file covers concepts and taxonomies that remain consistent across SDK versions. For the current API surface (parameter names, return shapes, enum values), the authoritative source is the SDK repository linked in the Stitch Documentati. Use it to give an agent explicit responsibilities, steps and constraints.
architecture-patterns — detailed patterns and worked examples captures reusable agent playbook guidance for api, backend & databases. Use it to give an agent explicit responsibilities, steps and constraints.
Deep-dive implementation examples for DDD bounded contexts, Onion Architecture, Anti-Corruption Layers, and full project structures. Referenced from SKILL.md. Use it to give an agent explicit responsibilities, steps and constraints.
Master proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design to build maintainable, testable, and scalable systems. Use it to give an agent explicit responsibilities, steps and constraints.
You are a backend system architect specializing in scalable, resilient, and maintainable backend systems and APIs. Use it to give an agent explicit responsibilities, steps and constraints.
This marketplace follows industry best practices with a focus on granularity, composability, and minimal token usage. Use it as a repeatable review, validation or hardening pass.
Complete reference for all 203 local specialized AI agents organized by category with model assignments. Use it as a repeatable review, validation or hardening pass.
Top-level architectural map for the claude-agents marketplace. Detail lives in docs/architecture.md; this file is the index per the OpenAI harness-engineering pattern. Use it to ground design choices in named patterns, trade-offs and examples.
Hey, I hope this course provides a great learning experience. Use it to build a structured path from fundamentals to hands-on practice.
Maelstrom is a workbench for learning distributed systems by writing your own. It uses the Jepsen testing library to test toy implementations of distributed systems. Maelstrom provides standardized tests for things like "a commutative set" or "a transactional key-value store", an. Use it to make implementation decisions and avoid common dead ends.