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bencium/虚荣工程审查

审查代码库、架构、PR 和技术计划,识别为开发者自我、简历或智力愉悦而非为用户或业务价值构建的代码和系统。

虚荣工程审查 是什么?

此技能旨在帮助开发者和团队识别并消除“虚荣工程”——即那些主要服务于开发者个人 ego、简历美化或智力满足,而非真正解决用户或业务需求的代码、架构和技术决策。它适用于代码审查、架构评估、PR 审核以及技术方案讨论。当用户分享代码并请求反馈、讨论框架/库选择、审查 PR 或争论是否重构/重建时,该技能会自动触发。此外,它还能主动“轻推”用户,当检测到不必要的抽象、过早优化或简历驱动的技术选择时,即使开发者未明确要求“虚荣审查”,也会给出提示。该技能适用于 Claude Code、Cursor 等 AI 编码助手,帮助团队聚焦于务实、可持续的工程实践。

兼容平台~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/bencium/bencium-marketplace/tree/main/skills/vanity-engineering-review

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虚荣工程审查 是做什么的?

审查代码库、架构、PR 和技术计划是否属于虚荣工程——即那些为开发者的自我、简历或智力快感而非为用户或业务价值构建的代码和系统。触发词包括:“审查这段代码”、“这是否过度设计”、“代码审查”、“架构审查”、“复杂度审计”、“虚荣检查”、“这是否必要”、“简化此代码”、“技术债务审查”,或任何评估代码或架构是否符合实际需求的请求。当用户分享代码库并请求反馈、讨论框架/库选择、审查 PR,或有人争论是否重构或重建时,也会触发。当您在用户分享的代码中检测到不必要的抽象、过早优化或简历驱动的技术选择模式时,即使他们尚未请求虚荣审查,也会主动轻推激活。

Individual skills in this repo

This repo contains 12 individual skills — each has its own dedicated page.

bencium/adaptive-communication

Use when detecting ambiguous user intent, hedging language, open-ended framing, personal context before requests, or when unsure whether user wants exploration vs direct answer. Applies to all conversations.

bencium/agentic-ux-design---relationship-centric-interfaces

Design AI-first interfaces that build ongoing relationships through memory, trust evolution, and collaborative planning, not just isolated screen interactions

bencium/bencium-aeo

Generate AEO-optimized content (Answer Engine Optimization) for AI search visibility - ChatGPT, Claude, Gemini, AI Overviews. Use when optimizing websites for AI citations, creating FAQ schemas, evidence panels, or analyzing content for LLM extraction readiness.

bencium/bencium-code-conventions

Bence's code style, tech stack, and workflow conventions

bencium/bencium-controlled-ux-designer

Expert UI/UX design guidance for unique, accessible interfaces. Use for visual decisions, colors, typography, layouts. Always ask before making design decisions. Use this skill when the user asks to build web components, pages, or applications.

bencium/bencium-impact-designer

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics. Based on Anthropic's Frontend Designer Skill

bencium/bencium-innovative-ux-designer

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics.

bencium/design-audit

Premium UI/UX design audit and refinement skill. Conducts systematic visual audits of existing apps and produces phased, implementation-ready design plans. Use this skill whenever the user asks to audit a UI, improve an app's visual design, make an interface feel more polished or premium, review design consistency, fix visual hierarchy, or refine spacing/typography/color. Also trigger when the user says "design review", "make it look better", "UI polish", "visual refinement", "design pass", "audit the design", or references making an app feel more professional. This skill is purely visual — it does not touch functionality, logic, or features. It elevates what exists.

bencium/human-architect-mindset

Systematic architectural thinking for irreplaceable human capabilities - domain modeling, systems thinking, constraint navigation, and AI-aware problem decomposition. Use proactively when detecting architectural decisions, system design discussions, or multi-component planning.

bencium/negentropy-lens

A decision-support framework that evaluates systems, architectures, and strategies through the entropy (decay) vs negentropy (growth) lens, while surfacing tacit knowledge gaps. Use this skill whenever the user is making architecture decisions, evaluating system designs, reviewing technical approaches, choosing between options, auditing existing systems, or planning strategies. Also trigger when the user explicitly asks to "apply the negentropy lens", mentions "entropy", "negentropy", "tacit knowledge", "knowledge engine", or "flip the switch". Nudge activation when you detect the user is at a decision point — even if they haven't asked for this lens — by briefly noting the entropic/negentropic dimension before proceeding.

bencium/renaissance-architecture

Software architecture and UI/UX principles for building genuinely new solutions, not derivative work. Use when designing features, architecting software, brainstorming apps, reviewing designs, or during strategy discussions. Focuses on first-principles thinking, simplicity where it matters, and creating rather than commenting.

bencium/ui-typography

Professional typography rules for UI design, web applications, software interfaces, and all screen-based text. Enforces timeless typographic correctness that LLMs consistently get wrong: proper quote marks, dashes, spacing, hierarchy, and layout. ENFORCEMENT MODE: When generating ANY HTML, CSS, React, JSX, or UI code containing visible text, auto-apply every rule in this skill silently — do not ask, do not explain, just produce correct typography. AUDIT MODE: When reviewing or improving existing interfaces or legacy code, flag violations and provide fixes. Trigger on: any HTML/CSS/React artifact creation, "build a landing page", "create a component", "design a UI", "fix the typography", "make this look professional", "review this layout", web design, presentation design, dashboard creation, document generation, or any task producing visible text for humans. Even if the user doesn't mention typography, apply these rules whenever generating UI output.

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