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Review changes to CI, wrangler config, build scripts, Cloudflare deploy, or tooling. Use when a PR touches .github/workflows/ci.yml, wrangler.toml, scripts/build.mjs, scripts/deploy-cloudflare.mjs, or package.json scripts.
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Based on SOC occupation classification
Auto-guardrail for agent-authored changes. Use at the start of any coding session to prevent the most common agent mistakes in this repo.
Iterate on visualizer UI, workspace chrome, and CSS with fast feedback loops. Use when changing frontend components, styling, layout, or animation without needing the full MilkDrop runtime.
Modify the flagship visualizer runtime safely. Use when changing the shared runtime, loader, renderer, shell, controls, audio flows, capability checks, or canonical-route behavior.
Review changes to module loading, bootstrap, toy manifest, library resolution, or gamepad polling. Use when a PR touches src/js/bootstrap/, src/js/loader.ts, src/js/router.ts, src/js/toy-view.ts, src/data/toys.json, or gamepad polling code.
Review changes to renderer capability probing, fallback chains, timeout logic, or audio worklet initialization. Use when a PR touches src/js/core/renderer-*, src/js/core/audio-handler.ts, or src/js/milkdrop/runtime/backend-fallback.ts.
Review changes to WebGPU/WebGL dual-backend parity. Use when a PR touches feedback managers, renderer adapters, shader lowering, or any code that affects both WebGPU and WebGL rendering paths.
| name | review-deploy-tooling |
| description | Review changes to CI, wrangler config, build scripts, Cloudflare deploy, or tooling. Use when a PR touches .github/workflows/ci.yml, wrangler.toml, scripts/build.mjs, scripts/deploy-cloudflare.mjs, or package.json scripts. |
Use this skill when reviewing or authoring changes to .github/workflows/ci.yml, wrangler.toml, scripts/build.mjs, scripts/deploy-cloudflare.mjs, package.json scripts, or any CI/deploy setup.
~16% of fix commits (125 sampled) are deploy/tooling: CI config, wrangler, build scripts, and deploy pipeline — the #3 category. This skill prevents those regressions.
bun run build passesbun run preview serves the built output without errorswrangler.toml is still valid.github/workflows/ci.yml, verify all jobs still reference the correct build/publish commandsbun run check:quick still passeswrangler.toml without replacementpackage.json script changes that break bun run checkreview-renderer-fallback — when the change involves runtime capability checks that depend on build configship-visualizer-change — for the full end-to-end implementation + deploy workflow