conquer architecture for complex, multi-system, or orthogonal engineering initiatives (e.g., concurrent backend, frontend, database, QA). Manages hierarchical Lead Agents and Specialists, disjoint work allocations, and strict parent-child communication
method to confirm it solidifies after the section it feeds, isolating whether a gas…
- [Frontend Engineer](https://domainexperts.dev/roles/frontend-engineer/): diagnosing which Core Web Vital (LCP/INP/CLS) a change actually affects before
kernel:human-pass`: the acceptance pass a human runs against a real build.
- `/kernel:frontend` · `$kernel:frontend`: art direction derived from product and audience, not a house style.
- `/kernel:marketing
tool: https://flywheel.md/examples/cli-tool.md
- Library: https://flywheel.md/examples/library.md
- Web service: https://flywheel.md/examples/web-service.md
- Frontend app: https://flywheel.md/examples/frontend-app.md
- ML project: https://flywheel.md/examples/ml-project.md
## How agents load it
No coding tool
service](https://flywheel.md/examples/web-service.md): A FLYWHEEL.md for a deployed backend service.
- [Frontend app](https://flywheel.md/examples/frontend-app.md): A FLYWHEEL.md for a user-facing web app.
- [ML project](https://flywheel.md/examples/ml-project.md):
says 'deploy to staging' without naming AWS.
blade-ui: Use when the project's frontend stack is Blade — dispatched by `directives/ui/{apply,review,polish}.ts`. Covers views, components, partials, layouts
crash diagnosis via Claude.
## Who it's for
Developers running multiple services locally — microservices, frontends, APIs. Anyone tired of opening 6 terminal tabs every morning and fighting "address already
taste-skill: The main design skill for premium frontend code. Covers layout, typography, colors, spacing, and motion.
redesign-skill: For upgrading existing projects by auditing and fixing design problems.
soft
rendered family (HTML, JSX, markdown, SVG) is verified against a live stack by `make frontend-e2e-public-viewer`, which is not part of make verify. A JSX artifact carries
TasteCheck
TasteCheck is a frontend taste and ship-gate toolkit for AI coding agents and frontend engineers who want evidence-backed UI quality.
Release inventory: v1.7.0 · 20 skills · 20 canonical