Windmill Labs, Inc

Use this reference to work with Windmill resources from the command line, including scripts, flows, datatables, and workspace settings. It also covers listing jobs, inspecting details and logs, retrieving results, and rerunning or restarting executions when investigating failures.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Inspecting a failed job and its logs
• Reviewing recent runs and retrieving job results
• Managing scripts and flows from the command line

Clarify a project's domain terms by resolving conflicts, testing concepts against concrete edge cases, and checking stated behavior against code. Record agreed terminology and decisions in the project's CONTEXT.md glossary as the model changes.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Agree on a precise meaning for an overloaded term
• Resolve conflicts with an existing project glossary
• Test domain boundaries with concrete edge cases

Start a `/grilling` session to sharpen a plan or design through a persistent interview. This skill delegates the conversation flow to the grilling process, which explores decisions and their dependencies in successive rounds.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Sharpening a project plan through questions
• Clarifying a design before implementation
• Starting a structured decision interview

Open a Windmill flow, script, or app in its development page for visual inspection. The skill helps choose a direct browser URL or a localhost proxy, start the right development server, and hand its printed URL to a preview tool or the user.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Inspect a flow or script in the Windmill development page
• Open an app preview in a browser
• Show a finished flow or app for visual verification

Manage Windmill resources that hold external service settings and credentials. Define resource files, reference existing resources and variables in runs, and keep passwords, API keys, and tokens in secret variables instead of writing them into resource files.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Define a database or service connection as a Windmill resource
• Reference a saved resource or variable in a script or flow run
• Keep passwords and API tokens out of resource files

Create TypeScript scripts for Windmill using Bun as the default runtime. The guidance covers script structure, resource parameters, Windmill client calls, preprocessors, and S3 operations, plus how to preview local changes and keep script metadata in sync.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Writing a TypeScript script for Windmill with Bun
• Calling Windmill services through windmill-client
• Preparing a local script for preview and metadata updates

Use this guide to write PowerShell scripts for Windmill. It explains how to declare script inputs with `param`, assign parameter types and defaults, and return values by outputting them at the end of the script.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Creating a PowerShell script for Windmill
• Defining typed inputs and default values
• Returning structured data from a script

Write GraphQL queries and mutations as Windmill scripts, passing values through script arguments that bind to GraphQL variables. The guide also explains how to preview local script changes and keep generated metadata in sync.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Writing a GraphQL query for an API
• Adding variables to a query
• Creating data with a mutation

Use this skill when Rust SQL queries change and SQLx offline query data must be refreshed. It guides you through backing up the cache, generating entries safely, preserving enterprise query data, and checking both library and test targets.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Updating SQLx cache after a query change
• Preserving existing offline query data
• Checking cached queries for test targets

Use this skill to write Bash scripts for Windmill, with positional parameters and output formatted for the script result. It guides local preview and metadata updates, and distinguishes testing local edits from running deployed scripts or publishing changes.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Writing a Windmill Bash script
• Previewing local script edits
• Keeping script metadata in sync

Use this skill to write or update Rust code in Windmill’s backend. It guides error handling, SQLx queries, JSON and Serde choices, async work, visibility, Axum handlers, and code navigation so changes follow the project’s conventions.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Adding a Rust API endpoint
• Updating backend database queries
• Reviewing async Rust changes

Use this skill to write Python scripts for Windmill with a `main` entry point, typed parameters, and Windmill resources for credentials and configuration. It also guides local previews and metadata updates. The supplied guide is partial, so details beyond the provided portion are not covered.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Writing a Windmill Python script
• Defining typed script parameters
• Using Windmill resources in Python

Use this skill to write TypeScript scripts for Windmill's Bun Native worker. It covers the required `//native` header, async `main` function, and runtime limits: the worker supports `fetch` and the JavaScript standard library, but not Node or Bun APIs. It also describes local preview and metadata workflows.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Writing a Windmill Bun Native script
• Checking whether code fits the native runtime
• Calling external APIs with fetch

Write R scripts for Windmill with a required `main` function, typed inputs, resource access, and JSON-serializable results. The skill also explains how to preview local edits, keep generated metadata in sync, and distinguish testing from deployment.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Writing an R script for a Windmill workflow
• Adding inputs and resource access to an R script
• Previewing local script edits before deployment

Create Windmill workflows as TypeScript or Python code, using tasks, checkpointed steps, parallel work, delays, and approval waits. The guide explains replay-safe structure so side effects happen behind durable boundaries, and covers the normal script preview and metadata workflow. The supplied material is incomplete.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Build a Windmill workflow in TypeScript or Python
• Add approval waits and parallel tasks
• Make workflow steps safe to replay

Plan the code changes needed to add a TriggerCrud-based trigger to Windmill. The checklist covers backend, database, API, CLI, frontend, capture, and validation work so the new trigger can be managed across the product.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Add a Kafka, GCP, or Azure style trigger to Windmill
• Find all product areas affected by a new trigger kind
• Review implementation and validation steps before a trigger PR

Create Java scripts for Windmill using the required `Main` class and `main` method, and declare Maven dependencies in source comments. The guide also covers previewing local changes and keeping generated script metadata aligned.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Creating a Java script for Windmill
• Choosing the required entry point and return type
• Adding Maven dependencies to a script

Apply Windmill-specific patterns when building or changing Svelte UI in its frontend. Find and reuse existing components, follow brand and layout guidance, use the design system and Tailwind CSS, and verify changes in a browser with Playwright MCP.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Build a new screen with existing UI components
• Update a Svelte form or interaction
• Apply Windmill brand and layout guidance

Write Ansible playbooks for Windmill as YAML scripts with a Windmill header and standard Ansible plays. Define inputs, inventories, files, dependencies, runtime options, and JSON results returned from the job.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Creating an Ansible playbook for Windmill
• Passing script inputs into playbook tasks
• Returning a JSON result from an Ansible job

Use this guide when writing Snowflake SQL scripts for Windmill. It shows how to declare named inputs with question-mark placeholders, pass arrays and S3 files into queries, and stream large result sets to S3 instead of returning rows directly.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Writing a parameterized Snowflake query
• Filtering query results with an array input
• Reading an S3 file as query input

Improve Windmill’s AI chat by reviewing its tools, prompts, result shapes, and context usage. The guidance helps place shared instructions where chat and CLI can use them, reduce repeated token costs, and compare behavior before and after changes with A/B evaluations.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Edit Windmill chat tools or system prompts
• Reduce chat context window usage
• Benchmark a chat behavior change

Write C# scripts for Windmill with the required static `Main` method, typed inputs, resource parameters, and NuGet references. The guidance also helps preview local edits and keep generated schemas, dependency locks, and content hashes in sync.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Writing a Windmill script in C#
• Adding typed inputs and returning structured results
• Using NuGet packages in a script

Review a pull request or branch diff for bugs, security issues, and compliance with repository `AGENTS.md` instructions. It runs the review in a fresh subagent context using the project’s `REVIEW.md` policy, then reports findings in a defined format.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Reviewing a pull request for defects
• Checking a branch diff against repository rules
• Preparing review findings for a code change

Write Rust scripts for Windmill with the required main function, serializable return values, and dependency declarations. The guidance also shows how to handle async work by creating a Tokio runtime inside the synchronous entry point, and how to preview local scripts.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Creating a Rust script for Windmill
• Returning structured data from a Rust script
• Using Tokio for async work inside a Windmill script