cheatsheets
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'.
When & Why to Use This Skill
This Claude skill serves as a comprehensive developer resource for the Kailash SDK, offering a curated library of quick-reference cheatsheets, architectural patterns, and production-ready best practices. It streamlines the development of complex agentic workflows by providing instant guidance on node selection, performance tuning, security configurations, and advanced enterprise patterns like distributed transactions and the Saga pattern to ensure high-quality software engineering.
Use Cases
- Rapidly selecting the most efficient nodes and workflow patterns for specific technical requirements, such as data science tasks using PythonCode or local LLM integration with Ollama.
- Architecting resilient enterprise-grade systems by implementing distributed transactions, multi-tenancy patterns, and the Saga pattern for long-running processes.
- Optimizing workflow performance and production readiness using specialized checklists for monitoring, alerting, and security configuration.
- Troubleshooting and debugging complex cyclic workflows by identifying common anti-patterns and applying cycle-aware development best practices.
| 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