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Create in-app stress tests that drive the real application pipeline from browser DevTools. No mocks — real state, real APIs, real UI. Works for any web app with observable state.
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Based on SOC occupation classification
Build and refine user interfaces with Tailwind CSS. Use when the user asks to build, design, style, or refine web UI — landing pages, dashboards, marketing sections, forms, buttons, cards, pricing tables, hero sections, testimonials, or Tailwind markup cleanup. Generates multiple design variations on exploratory requests.
Guide any engineering task — building, fixing, expanding, refactoring, investigating — like a senior engineer at a big company. Teaches the thinking process, not just rules. Study first, plan properly, implement with discipline. Use this skill whenever the user mentions "follow the patterns", "replicate the architecture", "proper system design", "production-ready plan", "do it properly", "don't hardcode", "build it like they would", "find the root cause", "fix it properly", "don't just patch it", "expand this feature", "refactor this", "how does this work", or asks for any engineering work to follow existing conventions exactly. Also trigger when the user is frustrated that previous work was half-baked, used hardcoded values, created workarounds, suppressed lints, or didn't follow the repo's architecture. Even if the user just says "plan this properly" or "I want it done right" or "check the codebase first", use this skill. When in doubt, prefer this skill — studying the codebase first never makes anything wo
Audit an implementation plan for Accessibility compliance. Use this skill when the user says "audit for accessibility", "a11y review this plan", "check accessibility", or any plan that adds interactive UI — buttons, dialogs, modals, forms, panels, trees, tabs, drag-and-drop, or custom widgets. Developer tools are notoriously poor at accessibility. This lens catches missing ARIA labels, broken keyboard navigation, trapped focus, insufficient contrast, and missing screen reader announcements that no other audit will find because they require thinking like a user who can't see the screen or use a mouse.
Audit an implementation plan through the eyes of a senior Backend/Rust Engineer. Use this skill when the user says "audit as backend", "backend review this plan", "review the Rust code", or any plan that involves Tauri commands, Rust crates, IPC protocol, sidecar processes, file system operations, terminal management, or backend state. This lens catches unsafe Rust patterns, error handling gaps, resource leaks, concurrency issues, and IPC protocol mistakes that frontend-focused audits miss entirely.
Audit an implementation plan through the eyes of a Design Engineer. Use this skill when the user says "audit as design engineer", "design review this plan", "review the design aspects", or any plan that involves UI changes, component styling, visual states, dark mode, colors, typography, spacing, or animations. Also trigger when reviewing plans that touch CSS, Tailwind classes, design tokens, or component visual structure. This lens catches visual inconsistencies, design system violations, and craft issues that other audits miss entirely.
Audit an implementation plan through the eyes of a Developer Experience (DX) Engineer. Use this skill when the user says "audit as DX", "DX review this plan", "review the developer experience", or any plan that adds user-facing features to a developer tool — CLI commands, error messages, configuration, onboarding, keyboard shortcuts, tool output, or API surfaces. Orbit is a developer tool; its users are developers. This lens catches the usability issues specific to developer tools that generic UX audits miss because they don't think like a developer using a tool.
| name | mosaic |
| description | Create in-app stress tests that drive the real application pipeline from browser DevTools. No mocks — real state, real APIs, real UI. Works for any web app with observable state. |
Read scale.md in this directory for the full skill reference, then follow its process (Phase 1 through Phase 5) to create the stress test.
