
cheatsheets
Quick reference cheatsheets for Kailash SDK patterns, nodes, workflows, and best practices. Use when
by Integrum-Global|Open Source
Cheatsheet Skills Index
Quick reference guide for all cheatsheet skills in this directory.
Total Skills: 42
Cycle Patterns (7 skills)
- cycle-aware-nodes - Cycle-aware node patterns with state preservation
- cycle-debugging - Debugging and troubleshooting cycle issues
- cycle-testing - Testing patterns for cyclic workflows
- cycle-state-persistence - State persistence with field-specific mapping
- cycle-scenarios - Real-world cycle scenarios (ETL, polling, quality)
- cyclic-patterns-advanced - Advanced multi-node cycle patterns
- multi-path-cycles - Multi-path conditional cycles with SwitchNode
Database & SQL (4 skills)
- asyncsql-advanced - Advanced AsyncSQL patterns for complex queries
- distributed-transactions - Distributed transaction coordination
- saga-pattern - Saga pattern for distributed workflows
- query-builder - Query builder patterns for dynamic SQL
- query-routing - Query routing for multi-database workflows
Data Integration (4 skills)
- node-selection-guide - Decision guide for choosing the right node (CRITICAL)
- data-integration - Data integration patterns for APIs/files/databases
- integration-mastery - Master integration patterns
- workflow-composition - Composing workflows from reusable components
Development & Debugging (2 skills)
- pythoncode-data-science - PythonCodeNode for data science workflows
- developer-tools - Advanced developer tools and debugging
Production & Operations (7 skills)
- performance-optimization - Performance optimization patterns
- production-readiness - Production readiness checklist
- production-patterns - Production workflow patterns
- resilience-patterns - Resilience and fault tolerance patterns
- monitoring-alerting - Monitoring and alerting patterns
- validation-testing - Validation and testing patterns
- workflow-api-deployment - Deploy workflows as REST APIs
Security & Configuration (3 skills)
- security-config - Security configuration and best practices
- env-variables - Environment variable management
- multi-tenancy-patterns - Multi-tenancy and access control
Quick Reference (3 skills)
- admin-nodes-reference - Admin and utility nodes reference
- kailash-quick-tips - Essential tips and tricks
- common-mistakes-catalog - Common mistakes to avoid
Advanced Patterns (3 skills)
- workflow-design-process - Systematic workflow design methodology
- node-initialization - Node initialization and parameter patterns
- directoryreader-patterns - DirectoryReader file discovery patterns
MCP & Integration (2 skills)
- enterprise-mcp - Enterprise MCP for large-scale deployments
- mcp-resource-subscriptions - MCP resource subscription patterns
Agent Coordination (1 skill)
- a2a-coordination - Agent-to-Agent (A2A) coordination patterns
Specialized Integration (2 skills)
- ollama-integration - Ollama LLM integration patterns
- custom-node-guide - Creating custom nodes
Workflow Utilities (3 skills)
- workflow-patterns-library - Common workflow patterns library
- workflow-export - Exporting and sharing workflows
- visualization - Workflow visualization patterns
Quick Access by Category
By Priority
- HIGH: All cycle skills, node-selection-guide, production patterns
- MEDIUM: Integration, database, MCP skills
- REFERENCE: Quick tips, admin nodes, common mistakes
By Use Case
- Getting Started: kailash-quick-tips, workflow-patterns-library
- Cyclic Workflows: All cycle-* skills
- Database Operations: asyncsql-advanced, query-builder, saga-pattern
- Production Deployment: production-*, resilience-patterns, monitoring-alerting
- Integration: data-integration, integration-mastery, workflow-composition
- Debugging: cycle-debugging, developer-tools, common-mistakes-catalog
Usage Patterns
Trigger Keywords
Each skill includes trigger keywords in its frontmatter for automatic detection. Examples:
- "cycle debugging" → cycle-debugging.md
- "which node" → node-selection-guide.md
- "async SQL" → asyncsql-advanced.md
- "production ready" → production-readiness.md
Related Skills
Skills are cross-referenced for easy navigation:
- Cycle skills link to each other
- Production skills link to monitoring and validation
- Integration skills link to data patterns
File Structure
cheatsheets/
├── README.md (this file)
├── cycle-aware-nodes.md
├── cycle-debugging.md
├── cycle-testing.md
├── cycle-state-persistence.md
├── cycle-scenarios.md
├── cyclic-patterns-advanced.md
├── multi-path-cycles.md
├── asyncsql-advanced.md
├── distributed-transactions.md
├── saga-pattern.md
├── query-builder.md
├── query-routing.md
├── node-selection-guide.md
├── data-integration.md
├── integration-mastery.md
├── workflow-composition.md
├── pythoncode-data-science.md
├── developer-tools.md
├── performance-optimization.md
├── production-readiness.md
├── production-patterns.md
├── resilience-patterns.md
├── monitoring-alerting.md
├── validation-testing.md
├── admin-nodes-reference.md
├── workflow-design-process.md
├── node-initialization.md
├── directoryreader-patterns.md
├── enterprise-mcp.md
├── mcp-resource-subscriptions.md
├── a2a-coordination.md
├── ollama-integration.md
├── custom-node-guide.md
├── security-config.md
├── env-variables.md
├── multi-tenancy-patterns.md
├── kailash-quick-tips.md
├── common-mistakes-catalog.md
├── workflow-patterns-library.md
├── workflow-api-deployment.md
├── workflow-export.md
└── visualization.md
Version History
Phase 3 Batch 1 (v0.9.25+)
- Added 30 new skills
- Total: 42 skills
- Focus: Cycle patterns, database operations, production deployment
Phases 1-2 (v0.9.24)
- Initial 12 skills
- Focus: Quick tips, common patterns, basic integration
Contributing
When adding new skills:
- Follow the standard template structure
- Include clear trigger keywords
- Add working code examples
- Cross-reference related skills
- Update this README
Related Documentation
- Skills Directory:
.claude/skills/06-cheatsheets/ - Taxonomy: See skills taxonomy document for complete skill hierarchy