* feat: guidance for building standalone ai agents in ai sessions Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix: agent guidance for resource-only sessions, no flow tools Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix: tell the user to deploy a drafted tool script with its agent Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix: scope plain agent values, document tool_inputs, list agents in get_instructions Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * feat: test and run ai agents from ai sessions, open agents in their editor Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix: full-bleed agent editor tabs, back to the run form for agent tests Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix: describe read-and-run as running agents too, pin agent run links Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * feat: host the agent editor natively in session tabs Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix: switch the agent editor to tabs below 900px Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix: name an agent's session tab after its summary Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * feat: show deployed agents in session tabs, open and run them from the chat Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * feat: deploy agents from the chat, report agent tabs as the active editor Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * feat: pick agents from the tab picker, name their tabs, scope the agent page to its workspace Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix: leave open editors alone on agent writes, read the agent page's workspace user Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix: refresh an agent's deployed page when the chat deploys or deletes it Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix: name agent tabs before they load, mark agents in the changes drawer, stay on a deleted agent's tab Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix: keep a cleared agent summary out of its tab name Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix: keep the resource drawer's json option that the resources list still passes Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * feat: open an agent in an AI session from its pages, fix review findings on agent tabs Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * docs: name the reserved agent tool names in the agent guidance Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix: reload an agent's editor on a discard, open a new agent in a session Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix: show agents as agents on compare and deploy, name a never-deployed one by its path Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix: keep a deployed agent's type in its draft diff Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix: link a fork row to the agent editor only on the side that holds the agent Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> * fix: guard agent page paths, mark drafted agents in the picker, side-aware agent rows on fork compare Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
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.
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.mdCLAUDE.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 |
