windmill

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,

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

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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 se

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

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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 main

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A relentless interview to sharpen a plan or design.

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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.

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

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

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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-p

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

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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.

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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 fl

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MUST use when creating raw apps.

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

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MUST use when managing resources.

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

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MUST use when configuring schedules.

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

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MUST use when configuring triggers.

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

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