* feat: split ai agent memory into agent policy, run memory id and step history * fix: scope string memory ids to workspace and flow, keep nested tool history inputs * chore: update sqlx cache for the flow context query * docs: describe memory id scoping as collision-free rather than isolated * chore: regenerate openflow json after merging main * fix: offer no memory id for legacy manual memory, document linked history inputs * fix: seed provided messages from legacy manual memory and hide its note once set * fix: bypass memory when a provided messages expression evaluates to null * fix: require a user message when provided messages are empty * chore: keep the empty messages comment within the line width * docs: name the history inputs wherever linked steps list their flow-local inputs * docs: keep the memory storage path on one line * feat: managed memory with an inherited or custom memory id per step Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> * fix: list a custom memory id in the test run form and name where an inherited one comes from Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> * fix: keep memory id out of the add-field menu and drop the memory id telemetry Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> * fix: keep legacy auto memory without an id working after an untouched redeploy Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> * fix: rename step messages to previous_messages and address review Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> * style: rewrap comments and docs lines lengthened by the previous_messages rename Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> * refactor: read agent memory as either a legacy shape or the current one Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> * fix: name the memory setting in ignored-input notes and keep conversions honest Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> * fix: keep a legacy memory count unset on open and read a cleared count as off Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com> * fix: address review on cleared test history and zero-count memory Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com> * fix: drop flow-local keys from a linked agent resource before interpolating it Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com> * fix: keep a linked resource's own inputs as fallbacks and note ignored history on image runs Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com> * fix: restore the linked agent draft tests and log ignored history on every image run Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com> * fix: resolve the one-of variant from the value when the selected one leaves the list Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com> * fix: treat zero-count managed memory as off when enabling chat mode and shorten comments Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com> * fix: stop requiring user_message in the openflow agent contract when previous messages are the prompt Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 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 |
