windmill

MUST use when creating raw apps.

MUST use when opening the Windmill dev page / visual preview of a flow, script, or app. Triggers on words like preview, open, navigate to, visualize, see the flow/app/script, and after writing a flow/script/app for visual verification.

MUST use when using the CLI, including debugging job failures and inspecting run history via `wmill job`.

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.

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

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

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

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.