Cli Anything Dify Workflow

This wraps the Dify workflow DSL CLI so you can build and edit Dify workflow files without touching their web UI. You get commands to scaffold new workflows from templates, validate YAML structure, add or remove nodes and edges, configure LLM providers, and export finished workflows. It's a CLI-Anything harness, meaning it bridges the upstream Python tool into a format Claude can call directly. Useful if you're versioning Dify workflows in git or generating them programmatically. The tooling is young and comes from a third-party repo, so expect some rough edges, but the core premise of treating Dify's visual workflow format as editable code is solid.

skills.sh installs: 527
GitHub stars: 58.5K
last updated: Aug 21, 2026

View on GitHub

Install

$ npx -y skills add hkuds/cli-anything --skill cli-anything-dify-workflow --agent claude-code

Installs into .claude/skills of the current project.

Files

Dify Workflow CLI Skill

Installation

Install the upstream Dify workflow CLI first:

python -m pip install "dify-ai-workflow-tools @ git+https://github.com/Akabane71/dify-workflow-cli.git@main"

Then install the CLI-Anything harness:

pip install git+https://github.com/HKUDS/CLI-Anything.git#subdirectory=dify-workflow/agent-harness

Usage

The harness forwards to the upstream dify-workflow CLI.

cli-anything-dify-workflow guide
cli-anything-dify-workflow list-node-types
cli-anything-dify-workflow create -o workflow.yaml --mode workflow --template llm
cli-anything-dify-workflow inspect workflow.yaml -j
cli-anything-dify-workflow validate workflow.yaml -j
cli-anything-dify-workflow edit add-node -f workflow.yaml --type code --title "Process"
cli-anything-dify-workflow config set-model -f app.yaml --provider openai --name gpt-4o

Command Groups

guide
list-node-types
create
inspect
validate
checklist
edit add-node|remove-node|update-node|add-edge|remove-edge|set-title
config set-model|set-prompt|add-variable|set-opening|add-question|add-tool|remove-tool
export
import
diff
layout