bencium/negentropy-lens

Un marco de apoyo a la decisión que evalúa sistemas, arquitecturas y estrategias a través del lente de entropía (decadencia) vs negentropía (crecimiento), revelando brechas de conocimiento tácito.

¿Qué es negentropy-lens?

Esta habilidad proporciona un marco conceptual para que asistentes de IA (como Claude Code, Cursor o Codex) evalúen decisiones técnicas desde la perspectiva de entropía y negentropía. Ayuda a identificar sistemas que tienden al desorden o la degradación (entropía) frente a aquellos que promueven el orden, la resiliencia o el crecimiento (negentropía). Además, revela brechas de conocimiento tácito que podrían estar afectando la toma de decisiones. Se activa automáticamente cuando detecta puntos de decisión arquitectónica, evaluación de diseños, revisiones técnicas, comparación de opciones, auditorías existentes o planificación estratégica. También se puede invocar explícitamente con frases clave como "aplicar el lente negentrópico", "entropía", "negentropía", "conocimiento tácito", "motor de conocimiento" o "invertir el interruptor". Si el asistente detecta que el usuario está en un punto de decisión sin haberlo solicitado, puede sugerir su uso mencionando brevemente la dimensión entrópica/negentrópica antes de continuar.

Compatible con~Claude Code~Codex CLI~Cursor

npx skills add https://github.com/bencium/bencium-marketplace/tree/main/skills/negentropy-lens

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Documentación

¿Qué hace negentropy-lens?

Un marco de apoyo a la decisión que evalúa sistemas, arquitecturas y estrategias a través del lente de entropía (decadencia) vs negentropía (crecimiento), mientras revela brechas de conocimiento tácito. Utiliza esta habilidad cada vez que el usuario esté tomando decisiones de arquitectura, evaluando diseños de sistemas, revisando enfoques técnicos, eligiendo entre opciones, auditando sistemas existentes o planificando estrategias. Actívala también cuando el usuario pida explícitamente "aplicar el lente negentrópico", mencione "entropía", "negentropía", "conocimiento tácito", "motor de conocimiento" o "invertir el interruptor". Sugiere su activación cuando detectes que el usuario se encuentra en un punto de decisión — incluso si no ha solicitado este lente — señalando brevemente la dimensión entrópica/negentrópica antes de continuar.

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

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/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.

bencium/vanity-engineering-review

Reviews codebases, architectures, PRs, and technical plans for vanity engineering — code and systems built for the developer's ego, resume, or intellectual pleasure rather than delivering user or business value. Triggers on: "review this code", "is this over-engineered", "code review", "architecture review", "complexity audit", "vanity check", "is this necessary", "simplify this", "tech debt review", or any request to evaluate whether code or architecture is justified by actual requirements. Also trigger when the user shares a codebase and asks for feedback, when discussing framework/library choices, when reviewing PRs, or when someone is debating whether to refactor or rebuild. Nudge activation when you detect patterns of unnecessary abstraction, premature optimization, or resume-driven technology choices in code the user shares — even if they haven't asked for a vanity review.

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