Files
windmill/cli
3cba8a7e4c feat: add an AI decision flow step (TypeSafe's Jev, Cloudflare's Clef) (#11474)
* feat: add an AI decision flow step on TypeSafe's Jev

An `aidecision` step asks TypeSafe's Jev typed questions (choice, score,
yes/no) about a state and returns calibrated answers. It is a plain step:
a flow routes on the answers with a Branch to one after it, which the
editor builds and keeps in step with the questions. It can also be an AI
agent tool, where the calling model supplies the state.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

* fix: read single-quoted branch conditions and flag branches on a removed question

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

* fix: route decision tools by their tag and keep structured questions as JSON

The questions editor writes only on an edit, so opening a step leaves its
value untouched, and questions the cards cannot hold stay in a JSON editor.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

* fix: re-pick the questions editor mode when the value is replaced from elsewhere

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

* fix: keep the questions JSON editor's text in step with the value

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

* fix: recreate the questions JSON editor when the value is replaced from elsewhere

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

* feat: run AI decisions on Cloudflare's Clef as well as TypeSafe's Jev

A `cloudflare` provider kind reads the hub's `cloudflare` resource (token and
account id), calls the model's Workers AI URL, and unwraps Workers AI's
`result` envelope. Like TypeSafe, it serves decision steps only.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_019sEUVZVYBjkzkaVkjbFeAL

* feat: branch from each AI decision question, and align its editor with the brand guidelines

"Branch on this question" now sits in each choice question's card, which also
links to the Branch to one that routes it and flags options it misses or
branches it no longer matches. Labels, errors, cards and icons follow the form
guidelines and the Branch to one's cards.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_019sEUVZVYBjkzkaVkjbFeAL

* feat: branch on an AI decision from its graph node

A decision with a choice question nothing branches on yet shows a button beside
its node that inserts the Branch to one, as its question card does.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_019sEUVZVYBjkzkaVkjbFeAL

* fix: resolve Cloudflare resources in the AI proxy, and use the design-system button on the graph

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_019sEUVZVYBjkzkaVkjbFeAL

* fix: put the decision_inputs test's doc comment back on it

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_019sEUVZVYBjkzkaVkjbFeAL

* chore: regenerate the flow schema in prompts and the chat after the AiDecision description edit

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_019sEUVZVYBjkzkaVkjbFeAL

* feat: switch AI decision questions between the form and JSON

JSON is always available; the form is offered whenever its cards can hold the
questions, and a value they cannot hold still opens in JSON.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_019sEUVZVYBjkzkaVkjbFeAL

* fix: show step ids as badges and use the JSON toggle of the run forms

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_019sEUVZVYBjkzkaVkjbFeAL

* fix: quote option names in the AI decision branch alerts

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_019sEUVZVYBjkzkaVkjbFeAL

* feat: remove stale branches from the AI decision question card

An empty branch is removed directly; one with steps asks first, naming how many
steps go with it.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_019sEUVZVYBjkzkaVkjbFeAL

* feat: branch on yes/no AI decision questions, and test a decision step from the AI chat

A yes/no question branches like a choice: "Branch on this question" writes one
"yes" branch on `noul >= 0.5`, with the default as "no", and the helper still
reads it once the threshold is tuned. The AI chat's step test runs a decision
alone as a one-step preview, taking the state the chat passes.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_019sEUVZVYBjkzkaVkjbFeAL

* fix: record removing several stale branches as one undo step

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_019sEUVZVYBjkzkaVkjbFeAL

* fix: name the typesafe resource type TypeSafe

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_019sEUVZVYBjkzkaVkjbFeAL

* fix: store TypeSafe as the typesafe resource type's display name, not in the word map

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_019sEUVZVYBjkzkaVkjbFeAL

* fix: leave the typesafe and cloudflare resource types to the hub instead of seeding them

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_019sEUVZVYBjkzkaVkjbFeAL

* docs(AGENTS): resource types ship through the hub, not migrations

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_019sEUVZVYBjkzkaVkjbFeAL

* fix: show the questions JSON format beside the JSON toggle

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_019sEUVZVYBjkzkaVkjbFeAL

* fix: give the questions JSON format in the field's description

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_019sEUVZVYBjkzkaVkjbFeAL

* fix: style the decision's graph branch button like Add branch

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_019sEUVZVYBjkzkaVkjbFeAL

* fix: show the questions JSON format only in JSON mode

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_019sEUVZVYBjkzkaVkjbFeAL

* feat: show each question's branching under the questions JSON editor

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_019sEUVZVYBjkzkaVkjbFeAL

* fix: drop the redundant In JSON prefix from the questions format

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_019sEUVZVYBjkzkaVkjbFeAL

* fix: shorten the decision state's description and show an example as its placeholder

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_019sEUVZVYBjkzkaVkjbFeAL

* fix: escape a schema placeholder before the JSON editor renders it as HTML

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_019sEUVZVYBjkzkaVkjbFeAL

* fix: give the decision state's placeholder a text and an object example

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_019sEUVZVYBjkzkaVkjbFeAL

* chore: update ee-repo-ref to 154cbccb6b8d47bf662b5507882917b5933d5a45

This commit updates the EE repository reference after PR #839 was merged in windmill-ee-private.

Previous ee-repo-ref: eaf38c1388f3cc5bece163404fffa959ede8cae0

New ee-repo-ref: 154cbccb6b8d47bf662b5507882917b5933d5a45

Automated by sync-ee-ref workflow.

---------

Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
Co-authored-by: windmill-internal-app[bot] <windmill-internal-app[bot]@users.noreply.github.com>
2026-10-05 14:23:34 +00:00
..
2022-11-01 15:53:28 +01:00
2023-02-03 19:49:46 +01:00
2026-02-23 09:09:16 +00:00
2025-12-26 20:32:42 +00:00

Windmill CLI

A simple CLI allowing interactions with windmill from the command line.

You can find more information in Windmill Docs

Installation

Install the wmill CLI tool using npm install -g windmill-cli.

Update to the latest version using wmill upgrade.

Workspaces

To get started run wmill workspace add or use the instructions from the workspace settings.

Running Flows & Scripts

Run a script or flow using wmill flow/script run u/username/path/to/script and pass any inputs using --data + Inputs specified as a JSON string or a file using @ <filename> or stdin using @-.

Curl-style syntax using -d @- for stdin or -d @<filename> is also supported.

Flow Steps and Logs will be streamed during execution automatically.

CLI input example

Pushing Resources, Scripts & More

The CLI can push specifications to a windmill instance. See the examples/ folder for formats.

Switch to a different workspace

wmill workspace switch <workspace_name>

Sync a workspace

Pull

wmill sync pull

Push

wmill sync push

We recommend using the --yaml option to use yaml instead of json as the encoding format. Yaml will be made the default soon.

Pushing individual files

You can push individual resources using wmill <type> push <file_name> \<remote_name\>. This does not require a special folder layout or file name, as this is given at runtime.

Listing

All commands support listing by just not providing a subcommand, ie wmill script will result in a list of scripts. Some allow additional options, learn about this by specifying --help.

User Management

You can add & remove users via wmill user add/remove, and list them using wmill user

Pulling

You can pull the entire workspace using wmill pull

Completion

The CLI comes with completions out of the box via wmill completions <shell>. (Via cliffy)

Bash

To enable bash completions add the following line to your ~/.bashrc:

source <(wmill completions bash)

Fish

To enable fish completions add the following line to your ~/.config/fish/config.fish:

source (wmill completions fish | psub)

Zsh

To enable zsh completions add the following line to your ~/.zshrc:

source <(wmill completions zsh)

Development

AI Guidance Variants

wmill init can now materialize alternate AI guidance bundles without changing the generated defaults in the repo, but this is exposed as internal env-var overrides rather than public CLI flags.

Examples:

WMILL_INIT_AI_SKILLS_SOURCE=/path/to/custom/skills wmill init --use-default
WMILL_INIT_AI_SKILLS_SOURCE=/path/to/custom/skills WMILL_INIT_AI_AGENTS_SOURCE=/path/to/AGENTS.md wmill init --use-default
WMILL_INIT_AI_SKILLS_SOURCE=/path/to/custom/skills WMILL_INIT_AI_CLAUDE_SOURCE=/path/to/CLAUDE.md wmill init --use-default

This is the same guidance-writing path used by the benchmark CLI under ai_evals/, so the benchmark harness and wmill init now generate the same project guidance shape:

  • AGENTS.md
  • CLAUDE.md
  • .agents/skills/*
  • .claude/skills/*

windmill-yaml-validator

wmill lint imports the sibling windmill-yaml-validator package from source rather than from npm, so its schemas always match the OpenAPI specs of the current checkout. bun install regenerates them through this package's preinstall script; run it again after editing openflow.openapi.yaml or backend/windmill-api/openapi.yaml:

npm --prefix ../windmill-yaml-validator run gen

Running Tests

Prerequisites:

  • PostgreSQL running locally (default: postgres://postgres:changeme@localhost:5432)
  • Rust toolchain installed

Run tests locally (full features):

bun test test/

Run tests in CI mode (minimal features, skips EE tests):

CI_MINIMAL_FEATURES=true bun test test/
Variable Description
CI_MINIMAL_FEATURES Set to true to skip EE-dependent tests
DATABASE_URL PostgreSQL connection string
EE_LICENSE_KEY Enterprise license key for EE features