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aibot88 (@aibot88) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Cheatsheets by aibot88 — Agent Skill

Name: Cheatsheets
Rating: 4.5 (4 reviews)
Author: aibot88

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'.

aibot88 Updated Sep 9, 2026 3 repo stars

File contents

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

---name: cheatsheetsdescription: 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 CheatsheetsComprehensive collection of quick reference guides, common patterns, and best practices for Kailash SDK development.## OverviewThis 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](kailash-quick-tips.md)** - Essential tips for Kailash development- **[common-mistakes-catalog](common-mistakes-catalog.md)** - Common pitfalls and solutions- **[node-selection-guide](node-selection-guide.md)** - Choosing the right nodes- **[workflow-patterns-library](workflow-patterns-library.md)** - Comprehensive pattern library- **[README](README.md)** - Cheatsheets overview### Node References- **[admin-nodes-reference](admin-nodes-reference.md)** - Admin and management nodes- **[asyncsql-advanced](asyncsql-advanced.md)** - AsyncSQL node patterns- **[pythoncode-data-science](pythoncode-data-science.md)** - Data science with PythonCode- **[directoryreader-patterns](directoryreader-patterns.md)** - File system patterns- **[ollama-integration](ollama-integration.md)** - Local LLM integration- **[query-builder](query-builder.md)** - Query construction patterns- **[query-routing](query-routing.md)** - Intelligent query routing### Cyclic Workflow Patterns- **[cyclic-patterns-advanced](cyclic-patterns-advanced.md)** - Advanced cyclic patterns- **[cycle-aware-nodes](cycle-aware-nodes.md)** - Cycle-aware node development- **[cycle-debugging](cycle-debugging.md)** - Debugging cyclic workflows- **[cycle-testing](cycle-testing.md)** - Testing cyclic workflows- **[cycle-state-persistence](cycle-state-persistence.md)** - State management in cycles- **[cycle-scenarios](cycle-scenarios.md)** - Real-world cycle scenarios- **[multi-path-cycles](multi-path-cycles.md)** - Multi-path cyclic patterns### Production & Enterprise- **[production-patterns](production-patterns.md)** - Production-ready patterns- **[production-readiness](production-readiness.md)** - Production checklist- **[performance-optimization](performance-optimization.md)** - Performance tuning- **[monitoring-alerting](monitoring-alerting.md)** - Monitoring and alerting- **[resilience-patterns](resilience-patterns.md)** - Resilience and fault tolerance- **[security-config](security-config.md)** - Security configuration- **[multi-tenancy-patterns](multi-tenancy-patterns.md)** - Multi-tenant architectures### Enterprise Patterns- **[distributed-transactions](distributed-transactions.md)** - Distributed transaction patterns- **[saga-pattern](saga-pattern.md)** - Saga pattern for long transactions- **[enterprise-mcp](enterprise-mcp.md)** - Enterprise MCP patterns- **[a2a-coordination](a2a-coordination.md)** - Agent-to-agent coordination- **[mcp-resource-subscriptions](mcp-resource-subscriptions.md)** - MCP resource patterns### Development Tools- **[custom-node-guide](custom-node-guide.md)** - Creating custom nodes- **[developer-tools](developer-tools.md)** - Developer tooling- **[node-initialization](node-initialization.md)** - Node initialization patterns- **[env-variables](env-variables.md)** - Environment variable management- **[validation-testing](validation-testing.md)** - Validation and testing patterns- **[visualization](visualization.md)** - Workflow visualization### Workflow Management- **[workflow-composition](workflow-composition.md)** - Composing complex workflows- **[workflow-design-process](workflow-design-process.md)** - Design process guide- **[workflow-api-deployment](workflow-api-deployment.md)** - Deploying workflows as APIs- **[workflow-export](workflow-export.md)** - Export and import patterns### Integration Patterns- **[data-integration](data-integration.md)** - Data integration patterns- **[integration-mastery](integration-mastery.md)** - Advanced integration techniques## When to Use This SkillUse 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](../../01-core-sdk/SKILL.md)** - Core SDK fundamentals- **[07-development-guides](../development-guides/SKILL.md)** - Detailed development guides- **[08-nodes-reference](../nodes/SKILL.md)** - Node reference documentation- **[09-workflow-patterns](../workflows/SKILL.md)** - Industry workflow patterns- **[17-gold-standards](../../17-gold-standards/SKILL.md)** - Mandatory best practices

Frequently asked questions