Run the same Codex review used by the GitHub Actions CI workflow against a branch before pushing. It includes committed and uncommitted changes, then reports prioritized findings with file and line references so you can inspect issues before opening a pull request.
Configure Windmill triggers that start scripts or flows when external events arrive. The guidance covers trigger file naming and email payloads, including extra address arguments and attachments stored in S3, so you can handle incoming messages in a runnable.
Write Windmill scripts for Microsoft SQL Server with named query parameters, optional S3 file input, and streaming results to S3. The guide also explains how to preview local edits and keep script metadata in sync.
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.
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.
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.
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.
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.
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.
Write Go scripts for Windmill using its required package, entry function, inputs, and return format. The skill also guides local previews and keeping generated schemas, dependency locks, and content hashes in sync.
Write MySQL queries as Windmill scripts, with named `?` parameters and options for reading S3 files or streaming large results to S3. The guidance also covers local previews and keeping script metadata in sync.
Create DuckDB queries for Windmill using named SQL parameters, Ducklake attachments, external database resources, and S3 files. It covers reading CSV, Parquet, and JSON data, accepting S3 object inputs, and writing query results to S3.
Manage schema changes to Windmill data tables through versioned SQL migrations, including applying and rolling them back. The guide also explains role-based access, migration safety, and how changes affect workspaces, apps, and scripts.
Create and run black-box benchmarks for Windmill AI generation modes such as flows, apps, scripts, CLI, and global requests. Each case exercises the production path, checks hard requirements, and uses an LLM judge to assess user-facing behavior before and after changes.
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.
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.
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.
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.
Build Windmill Raw Apps with the CLI and understand their files, frontend entry points, backend runnables, and data table settings. The guide also covers development migrations and how the app’s frontend calls server-side work.
Create data pipelines from independent scripts connected through shared data assets and trigger annotations. The guidance helps define inputs, outputs, and materialized tables, with DuckDB and DuckLake as the default for tabular pipeline steps.
Use this guide to add or change a Windmill native trigger integration across its backend and frontend. It explains the service lifecycle, OAuth connections, database and UI updates, and background maintenance needed to connect external webhook or push events to scripts and flows.
Write TypeScript scripts for Windmill when they depend on Deno features, such as the Deno standard library or imports from deno.land. The guidance covers script structure, resources, Windmill client usage, and local preview and metadata workflows.
Use this skill to shape modules with small interfaces and substantial behavior behind them. It helps you decide where a seam belongs, reduce complexity exposed to callers, and make code easier to test and maintain.
Stress-test a plan, decision, or idea through structured rounds of questions. The skill maps dependent choices as a decision tree, asks all currently answerable questions together, and waits for the user's answers before exploring decisions that depend on them.
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