OpenParable
Skip to content
← Back to skills

CLI Anything Dify Workflow

Agent Building
cli-anything-dify-workflow

CLI Anything Dify Workflow is an Agent Skill for agent building published in the HKUDS/CLI-Anything repository on GitHub: a SKILL.md instruction file an AI agent can load to do this task.

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

View on GitHub ↗
QUICK START

How to use this skill

Bring this guide into your coding agent with a prompt tailored to the tool you use.

  1. Open your project in Codex.
  2. Copy and paste the prompt below.
  3. Review files and risks before approving any action.
Prompt to paste
Inspect the Agent Skill at https://github.com/HKUDS/CLI-Anything/blob/HEAD/skills/cli-anything-dify-workflow/SKILL.md and all supporting files. Report provenance, permissions, scripts, dependencies, and security risks. Propose an exact installation into .agents/skills/cli-anything-dify-workflow, but wait for my approval before writing files or running scripts.

Copying this prompt does not install or run the skill. Review third-party files before use.

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.