difyctl

difyctl talks to a Dify server. Business commands are not built in: the server publishes a catalog of operations, and each one is a command you discover at run time.

Always pass --json. Help and errors are text on a terminal and JSON in a pipe; --json (or DIFY_OUTPUT=json) forces JSON. Results and streams are always JSON.

Finding what the CLI can do

An operation id is dotted, run.console_app.chat, and is typed as words: difyctl run console_app chat. Ids come from the server and can change, so look them up instead of assuming them.

Four views under help, covering local commands and server operations as one tree:

difyctl help --json: the map. Start here.
difyctl help <namespace> --json: everything under one namespace (difyctl help get). The bare namespace, difyctl get --json, prints the same.
difyctl help <words> --json: search by plain words (difyctl help upload file), top 20 entries plus total. Widen the words when nothing fits.
difyctl help <id> --json: one descriptor, dotted or spaced id. For an operation: input (JSON Schema), bind, kind, examples and pins (values difyctl fills in, currently workspace_id). <command> --help prints the same.

--all adds operations the server marks internal. --full on the bare help prints every descriptor; rarely needed.