Creates RPC-style endpoint following layered architecture (Controller → Manager → Repository). Use when creating new API endpoints or CRUD operations.
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Anti-AI-generic design guidelines. Use when creating UI prototypes, reviewing designs for generic AI patterns, or setting up a project design system.
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See how to installReview the instructions the agent will receive before you install.
Guidelines for making UI designs that don't look AI-generated. These rules apply to any design work — prototypes, design docs, or UI code.
NEVER invent new colors, fonts, or spacing. Always use what the project defines.
.planning/design-config.md — project colors, fonts, spacing, brand identitybg-blue-500)These patterns scream "AI made this" — avoid them ALL:
Don't design a whole page at once. Build pieces, then compose.
When references are given:
When NO references are given:
See checklists.md for the self-check, critic review checklists, and design-implementation mismatch troubleshooting.
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Creates RPC-style endpoint following layered architecture (Controller → Manager → Repository). Use when creating new API endpoints or CRUD operations.
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Write blog posts, guides, tutorials, and long-form content. Sounds like a real person, not AI. Use when the user wants polished written content.
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Design RPC-style APIs with layered architecture (Controller → Manager → Repository). Use when creating new API endpoints, designing API contracts, or reviewing API patterns.
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Run a structured brainstorm session for startup ideas. Takes a theme or problem and generates ideas with quick gut-checks. Use when the user wants to explore a space or generate new ideas.
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Run real browser QA with Playwright. Use when testing a frontend feature, verifying UI before PR, smoke testing after deploy, or investigating reported visual bugs.
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CI/CD pipeline patterns for GitHub Actions, PR automation, and deployment workflows. Use when setting up CI, fixing broken pipelines, automating PR checks, or configuring deployment.
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