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cli-anything-dify-workflow

Create, inspect, edit, and validate Dify workflow definition files from the command line. This wrapper provides access to node and connection edits, model and prompt settings, file comparisons, and import or export through the upstream CLI.

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Wrapper for the Dify workflow DSL CLI. Create, inspect, validate, edit, and export Dify workflow files through a CLI-Anything harness.

See how to install

Good for

  • Create a Dify workflow from a template
  • Inspect and validate workflow definition files
  • Edit nodes and their connections
  • Update model, prompt, and variable settings
  • Compare, import, and export workflow files

Files included (1)

  • SKILL.md1.7 KB

SKILL.md (original)

Review the instructions the agent will receive before you install.

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

Agent Guidance

  • Prefer -j / --json-output on upstream commands when available.
  • The harness itself is a wrapper. Real workflow logic is provided by the upstream project.
  • If dify-workflow is not on PATH but the dify_workflow Python package is installed, the wrapper falls back to python -m dify_workflow.cli.
  • All operations are local file edits on Dify YAML/JSON DSL files.

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