windmill-labs

How to safely update SQLx offline query cache. MUST use when SQL queries change.

Svelte coding guidelines for the Windmill frontend. MUST use when writing or modifying code in the frontend directory.

Rust coding guidelines for the Windmill backend. MUST use when writing or modifying Rust code in the backend directory.

End-of-session reflection. Reviews friction encountered during the session and proposes updates to docs/ to capture lessons learned.

Open a draft pull request on GitHub and drive CI review rounds until it is ready. MUST use when you want to create/open a PR.

Guidance for adding native trigger services to Windmill. Use when implementing or modifying native trigger integrations across the backend and frontend.

Run the CI Codex PR review locally against this branch's unpushed work (committed + uncommitted) before pushing. Same policy and reasoning effort as the codex-pr-review GitHub action, on a newer model.

Code review the current PR (or branch diff against main) for bugs, security, and AGENTS.md compliance. MUST use when asked to review code.

Scan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick.

Grill the user relentlessly about a plan, decision, or idea. Use when the user wants to stress-test their thinking, or uses any 'grill' trigger phrases.

A relentless interview to sharpen a plan or design.

Build and sharpen a project's domain model. Use when the user wants to pin down domain terminology or a ubiquitous language, or when another skill needs to maintain the domain model.

Create a git commit with conventional commit format. MUST use anytime you want to commit changes.

Shared vocabulary for designing deep modules. Use when the user wants to design or improve a module's interface, find deepening opportunities, decide where a seam goes, make code more testable or AI-navigable, or when another skill needs the deep-module vocabulary.

Author and run black-box benchmark cases for the Windmill AI generation modes (flow/app/script/cli/global) in ai_evals/. Use when adding or changing eval cases, or when running before/after benchmarks for AI chat / copilot changes.

Guidance for improving the Windmill AI chat (copilot), especially global mode — tools, prompts, and context-window discipline. Use when editing chat tools, system prompts, or tool-result shapes under frontend/src/lib/components/copilot/chat, or when changing how the chat manages its context window.

Checklist for adding a new TriggerCrud-based trigger type to Windmill (Azure, GCP, Kafka, etc.). Use when wiring a new trigger kind across backend, frontend, CLI, and capture infrastructure.