nodes-reference

Identify Kailash SDK nodes across AI, API, Code, Data, Database, File, Logic, Monitoring, Admin, Transaction, and Transform categories.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/Integrum-Global/new_project_template --skill nodes-reference
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: nodes-reference
Source: https://github.com/Integrum-Global/new_project_template/tree/main/.claude/skills/08-nodes-reference
Command: npx skills add https://github.com/Integrum-Global/new_project_template --skill nodes-reference

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires kailash.

What problem does it solve?

With over 110 nodes available, finding the right one for a specific task can be overwhelming. This Skill provides a comprehensive, searchable reference for all Kailash SDK nodes, simplifying node discovery and accelerating workflow development.

Core Features & Use Cases

  • Node Catalog: Detailed documentation for Data, AI, API, Logic, Transform, and Utility nodes.
  • Task-Specific Discovery: Quickly find nodes for file operations, LLM interactions, database queries, and more.
  • Use Case: You need to read data from a CSV, transform it, and then make an API call. Use this Skill to find CSVReaderNode, PythonCodeNode (for transformation), and HTTPRequestNode with their respective parameters and examples.

Quick Start

Example: Discovering a node

from kailash.nodes.data import CSVReaderNode from kailash.nodes.api import HTTPRequestNode from kailash.nodes.code import PythonCodeNode

Use these nodes in your WorkflowBuilder

workflow.add_node("CSVReaderNode", "reader", {"file_path": "data.csv"})

Frequently Asked Questions about nodes-reference

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I find the right Kailash node for my workflow task?

This Skill provides a searchable catalog of 110+ Kailash nodes organized by category—Data, AI, API, Code, Logic, Transform, Monitoring, Admin, Transaction—with parameters and examples for each node. Search by task type (file operations, LLM calls, database queries) to discover and compare nodes quickly.

Can I use Kailash nodes to automate data pipelines with CSV files and API calls?

Yes. Kailash includes specialized nodes like CSVReaderNode for file input, PythonCodeNode for transformation, and HTTPRequestNode for API integration. This Skill documents all three with their parameters and usage examples to build complete data pipelines.

What nodes are available for database queries and transformations in Kailash?

Kailash offers Database and Transform category nodes alongside Data nodes for structured operations. This Skill covers the full scope of each category with per-node documentation, parameter reference, and sample workflows to enable discovery and integration in RAG pipelines.

How do I integrate Kailash nodes into my workflow builder?

This Skill provides quick-start code samples showing how to import nodes and add them to WorkflowBuilder with their required parameters. Examples demonstrate real workflows combining CSV reading, transformation, and API calls end-to-end.

Does Kailash support monitoring and admin operations alongside data tasks?

Yes. In addition to Data, AI, and API nodes, Kailash includes Monitoring and Admin category nodes. This Skill delivers structured reference documentation for all 110+ nodes across all categories with usage scenarios and parameter details.

What's the fastest way to look up node parameters and compare similar nodes?

This Skill organizes nodes by category with a quick-index mapping and embedded examples. The structured reference format lets you compare nodes side-by-side by function, identify the right fit for your task, and copy working parameter configurations.