📄 README.md

AiWorkflowActions

AI-powered workflow node generation for Dify workflows.

Setup

Install dependencies:

uv sync

Set your Anthropic API key:

echo "ANTHROPIC_API_KEY=your_api_key_here" > .env

Quick Start

Interactive Mode

uv run python cli.py

Load File Directly

uv run python cli.py resources/SimpleDsl.yml

CLI Commands

Command	Description
`load <file>`	Load and validate workflow file
`nodes`	List all nodes in workflow
`detail --node <id>`	Show node details and JSON data
`generate --after <id> --type <type> [-m <message>]`	Generate new node with AI
`save <file>`	Save workflow to file
`help [command]`	Show help information

Generate Node Examples

# Basic generation
generate --after start_node --type llm

# With custom message
generate --after start_node --type code -m "Process JSON data"

# With title and message
generate --after start_node --type http-request --title "API Call" -m "Fetch user data"

Supported Node Types

start, end, answer, llm, code, http-request, tool, if-else, template-transform, variable-assigner, knowledge-retrieval, agent, iteration, parameter-extractor, question-classifier, iteration-start, loop-start, loop-end, variable-aggregator, document-extractor, list-operator

Validation

# Validate all DSL files
uv run python cli.py --validate-resources