cheatsheets

为 Kailash SDK 的模式、节点、工作流以及最佳实践提供快速参考小抄。当您想要了解“快速提示”、“小抄”、“快速参考”、“常见错误”、“节点选择”、“工作流模式库”、“循环模式”、“生产模式”、“性能优化”、“监控”、“安全配置”、“多租户”、“分布式事务”、“Saga 模式”、“自定义节点”、“PythonCode 数据科学”、“Ollama 集成”、“DirectoryReader 模式”或“环境变量”时，可使用此技能。

SKILL.md

--- frontmatter

name: cheatsheets
description: "Quick reference cheatsheets for Kailash SDK patterns, nodes, workflows, and best practices. Use when asking about 'quick tips', 'cheat sheet', 'quick reference', 'common mistakes', 'node selection', 'workflow patterns library', 'cycle patterns', 'production patterns', 'performance optimization', 'monitoring', 'security config', 'multi-tenancy', 'distributed transactions', 'saga pattern', 'custom nodes', 'PythonCode data science', 'ollama integration', 'directoryreader patterns', or 'environment variables'."

Kailash Patterns - Quick Reference Cheatsheets

Comprehensive collection of quick reference guides, common patterns, and best practices for Kailash SDK development.

Overview

This skill provides quick access to:

•Common workflow patterns and anti-patterns
•Node selection and usage guides
•Production-ready patterns
•Performance and optimization tips
•Security and enterprise patterns
•Integration cheatsheets

Quick Reference Guides

Essential Guides

•kailash-quick-tips - Essential tips for Kailash development
•common-mistakes-catalog - Common pitfalls and solutions
•node-selection-guide - Choosing the right nodes
•workflow-patterns-library - Comprehensive pattern library
•README - Cheatsheets overview

Node References

•admin-nodes-reference - Admin and management nodes
•asyncsql-advanced - AsyncSQL node patterns
•pythoncode-data-science - Data science with PythonCode
•directoryreader-patterns - File system patterns
•ollama-integration - Local LLM integration
•query-builder - Query construction patterns
•query-routing - Intelligent query routing

Cyclic Workflow Patterns

•cyclic-patterns-advanced - Advanced cyclic patterns
•cycle-aware-nodes - Cycle-aware node development
•cycle-debugging - Debugging cyclic workflows
•cycle-testing - Testing cyclic workflows
•cycle-state-persistence - State management in cycles
•cycle-scenarios - Real-world cycle scenarios
•multi-path-cycles - Multi-path cyclic patterns

Production & Enterprise

•production-patterns - Production-ready patterns
•production-readiness - Production checklist
•performance-optimization - Performance tuning
•monitoring-alerting - Monitoring and alerting
•resilience-patterns - Resilience and fault tolerance
•security-config - Security configuration
•multi-tenancy-patterns - Multi-tenant architectures

Enterprise Patterns

•distributed-transactions - Distributed transaction patterns
•saga-pattern - Saga pattern for long transactions
•enterprise-mcp - Enterprise MCP patterns
•a2a-coordination - Agent-to-agent coordination
•mcp-resource-subscriptions - MCP resource patterns

Development Tools

•custom-node-guide - Creating custom nodes
•developer-tools - Developer tooling
•node-initialization - Node initialization patterns
•env-variables - Environment variable management
•validation-testing - Validation and testing patterns
•visualization - Workflow visualization

Workflow Management

•workflow-composition - Composing complex workflows
•workflow-design-process - Design process guide
•workflow-api-deployment - Deploying workflows as APIs
•workflow-export - Export and import patterns

Integration Patterns

•data-integration - Data integration patterns
•integration-mastery - Advanced integration techniques

When to Use This Skill

Use this skill when you need:

•Quick reference for common patterns
•Solution to a specific problem
•Best practices for production
•Node selection guidance
•Performance optimization tips
•Security configuration help
•Multi-tenancy patterns
•Cyclic workflow help

Related Skills

•01-core-sdk - Core SDK fundamentals
•07-development-guides - Detailed development guides
•08-nodes-reference - Node reference documentation
•09-workflow-patterns - Industry workflow patterns
•17-gold-standards - Mandatory best practices