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Browse reusable Agent Skills, each with a clear purpose and practical guidance.

adding-a-trigger

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.

17.17k repo starsObserved in 1 repos
Development

ai-chat

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.

17.17k repo starsObserved in 1 repos
Agent Building

ai-evals

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.

17.17k repo starsObserved in 1 repos
Agent Building

commit

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

17.17k repo starsObserved in 1 repos
Development

local-review

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

17.17k repo starsObserved in 1 repos
Testing & Quality

local-review-codex

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.

17.17k repo starsObserved in 1 repos
Testing & Quality

native-trigger

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

17.17k repo starsObserved in 1 repos
Development

refine

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

17.17k repo starsObserved in 1 repos
Productivity

rust-backend

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

17.17k repo starsObserved in 1 repos
Development

schedules

MUST use when configuring schedules.

17.17k repo starsObserved in 1 repos
DevOps & Security