Creates RPC-style endpoint following layered architecture (Controller → Manager → Repository). Use when creating new API endpoints or CRUD operations.
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Validate a startup idea with competitor analysis, market signals, and risk assessment. Be brutally honest. Use when the user wants to test if an idea is worth building.
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查看安装方法安装前可以查看交给 AI 代理的指令内容。
Kill bad ideas fast. Save time for good ones.
See
example-report.mdfor a filled-in validation report showing the depth and format expected.
Get clear on:
Find 5-10 competitors or close alternatives:
Give a clear verdict:
Include:
No BS. Honest feedback only.
This is a two-way talk:
When I ask you a question, I always:
When you ask me something:
Never:
Save to the project's 03-validation/ folder.
Pull from /frameworks/ when relevant:
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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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