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rbuke

Overseer AI代理是一种AI工具，能够监视一切、精确干预并激活专家

armanisadeghi

Create production-grade Dockerfiles optimized for speed, security, and minimal size. Use when creating or reviewing Dockerfiles, docker-compose files, or when optimizing container images for Python, Node.js, or multi-runtime environments.

arkanwolfshade

Use MythosMUD logging: get_logger from server.logging.enhanced_logging_config, structured key=value args, no f-strings or context= parameter. Use when adding or editing Python logging, or when the user mentions logs or logging.

zby

Architectural code analysis for Python design quality. Evaluates simplicity (Rich Hickey), functional core/imperative shell (Gary Bernhardt), and coupling (Constantine & Yourdon). Use for design review or architectural assessment of Python code.

toplyr-narfur

Expert Nock interpreter builder for implementing virtual machines in C, Python, Rust, Haskell, or JavaScript. Use when building Nock interpreters, porting between languages, implementing evaluation loops, or understanding Nock runtime behavior.

RedHat-UX

Runs pants formatting, linting, and type checking on Python code, fixing issues automatically. Use when finishing implementation, before committing code, or when the user asks to format, lint, or check code quality.

BenWeatherall

Guides the ai-context-writer subagent in maintaining AI_CONTEXT_REPOSITORY.md, documenting repository architecture, directory structure, component responsibilities, data flow, and extension points for the python-vis project. Use when creating or updating the repository AI context file.

majiayu000

Comprehensive guide for building production-ready MCP (Model Context Protocol) servers. Covers both FastMCP (Python) and MCP SDK (Node/TypeScript) implementations with practical examples, best practices, error handling, testing strategies, security guidelines, and real-world integration patterns.

alexadark

Strategic automation architecture advisor. Use when users want to plan automation solutions, evaluate their tech stack (Shopify, Zoho, HubSpot, etc.), decide between n8n vs Python/Claude Code, or need guidance on production-ready automation design. Invokes plan mode for complex architectural decisions.

flet-dev

Implement a new Flet extension/control that wraps a third-party Flutter package end-to-end, including dependency selection, version pinning, compatibility checks, Python/Flutter integration, docs, examples, tests, and CI updates. Use when adding any flet_* package backed by an external pub.dev package.

Brmbobo

Strategic automation architecture advisor. Use when users want to plan automation solutions, evaluate their tech stack (Shopify, Zoho, HubSpot, etc.), decide between n8n vs Python/Claude Code, or need guidance on production-ready automation design. Invokes plan mode for complex architectural decisions.

majiayu000

Create Model Context Protocol (MCP) servers that expose tools, resources, and prompts to Claude. Use when building custom integrations, APIs, data sources, or any server that Claude should interact with via the MCP protocol. Supports both TypeScript and Python implementations.