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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)

  1. cycle-aware-nodes - Cycle-aware node patterns with state preservation
  2. cycle-debugging - Debugging and troubleshooting cycle issues
  3. cycle-testing - Testing patterns for cyclic workflows
  4. cycle-state-persistence - State persistence with field-specific mapping
  5. cycle-scenarios - Real-world cycle scenarios (ETL, polling, quality)
  6. cyclic-patterns-advanced - Advanced multi-node cycle patterns
  7. multi-path-cycles - Multi-path conditional cycles with SwitchNode

Database & SQL (4 skills)

  1. asyncsql-advanced - Advanced AsyncSQL patterns for complex queries
  2. distributed-transactions - Distributed transaction coordination
  3. saga-pattern - Saga pattern for distributed workflows
  4. query-builder - Query builder patterns for dynamic SQL
  5. query-routing - Query routing for multi-database workflows

Data Integration (4 skills)

  1. node-selection-guide - Decision guide for choosing the right node (CRITICAL)
  2. data-integration - Data integration patterns for APIs/files/databases
  3. integration-mastery - Master integration patterns
  4. workflow-composition - Composing workflows from reusable components

Development & Debugging (2 skills)

  1. pythoncode-data-science - PythonCodeNode for data science workflows
  2. developer-tools - Advanced developer tools and debugging

Production & Operations (7 skills)

  1. performance-optimization - Performance optimization patterns
  2. production-readiness - Production readiness checklist
  3. production-patterns - Production workflow patterns
  4. resilience-patterns - Resilience and fault tolerance patterns
  5. monitoring-alerting - Monitoring and alerting patterns
  6. validation-testing - Validation and testing patterns
  7. workflow-api-deployment - Deploy workflows as REST APIs

Security & Configuration (3 skills)

  1. security-config - Security configuration and best practices
  2. env-variables - Environment variable management
  3. multi-tenancy-patterns - Multi-tenancy and access control

Quick Reference (3 skills)

  1. admin-nodes-reference - Admin and utility nodes reference
  2. kailash-quick-tips - Essential tips and tricks
  3. common-mistakes-catalog - Common mistakes to avoid

Advanced Patterns (3 skills)

  1. workflow-design-process - Systematic workflow design methodology
  2. node-initialization - Node initialization and parameter patterns
  3. directoryreader-patterns - DirectoryReader file discovery patterns

MCP & Integration (2 skills)

  1. enterprise-mcp - Enterprise MCP for large-scale deployments
  2. mcp-resource-subscriptions - MCP resource subscription patterns

Agent Coordination (1 skill)

  1. a2a-coordination - Agent-to-Agent (A2A) coordination patterns

Specialized Integration (2 skills)

  1. ollama-integration - Ollama LLM integration patterns
  2. custom-node-guide - Creating custom nodes

Workflow Utilities (3 skills)

  1. workflow-patterns-library - Common workflow patterns library
  2. workflow-export - Exporting and sharing workflows
  3. 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:

  1. Follow the standard template structure
  2. Include clear trigger keywords
  3. Add working code examples
  4. Cross-reference related skills
  5. Update this README

Related Documentation

  • Skills Directory: .claude/skills/06-cheatsheets/
  • Taxonomy: See skills taxonomy document for complete skill hierarchy
cheatsheets - AI Agent Skill for Claude Code & Cursor | Agent Skills