databases architecture patterns AI 技能

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GitHub

code-simplifier

tommyxchow

Simplify and refine code for clarity, consistency, and maintainability while preserving functionality. Use after writing code to improve quality.

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GitHub

Error handling patterns for production applications including error boundaries, API errors, logging, and user-friendly messages. Use when implementing error handling, creating error boundaries, or building robu...

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GitHub

api-rate-limiting

Naw3

Patterns for robust API integration including retry logic, circuit breakers, request deduplication, and rate limiting. Use when integrating external APIs, handling failures gracefully, or optimizing API call ef...

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GitHub

microsoft-agent-framework

laitim2001

CRITICAL development guide for Microsoft Agent Framework (MAF) in IPA Platform. MUST READ when working with: - Agents (ChatAgent, AgentThread) - Builders (ConcurrentBuilder, GroupChatBuilder, HandoffBuilder, M...

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GitHub

docs-generator

kvnxiao

Autonomously analyzes a repository, detects architectural and coding patterns, and generates/updates a docs/ folder with a root CLAUDE.md as table of contents. Use when asked to generate documentation, create C...

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GitHub

system-review

ianwatts22

deeply review a system/architecture area and propose a simplification plan (Elon’s Algorithm).

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GitHub

simplify

ianwatts22

ruthlessly simplify systems (delete first, DRY, SSOT, leverage libraries)

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GitHub

fastapi

zzoohub

FastAPI production patterns with Pydantic v2 and SQLAlchemy async. Use when: building Python APIs, async database, JWT auth. Do not use for: API design decisions (use api-design skill). Workflow: api-design (de...

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GitHub

design-system

zzoohub

Design token systems and component architecture for web and React Native. Use when: implementing design-system, building UI components, defining tokens, creating themed interfaces. Do not use for: UX decisions...

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GitHub

architechture

schneiderlin

本项目里面的各种架构设计, 设计中用到的各种概念例如 system, action, view-function, action-function, action-handler, base, component 等的解释

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GitHub

handoff

oornnery

Context management and session transfer. Use when you need to summarize current state, clear context, or prepare for session continuation.

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GitHub

pipeline

oornnery

End-to-end autonomous pipeline from feature request to merged-ready PR. Use when the user says "build/implement/add feature", "fix bug", "create PR", "ship this", or wants a full code change workflow (branch ->...

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GitHub

spring-boot-4

m19803261706

Spring Boot 4 后端开发规范。当创建 Controller、Service、Entity、Repository 或后端 API 时自动使用。

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GitHub

context-network

jwynia

Bootstrap, maintain, and evolve context networks across their full lifecycle. Use when starting a new project, when existing documentation feels scattered, or when agent effectiveness degrades due to missing co...

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GitHub