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bencium/bencium-aeo

Erstelle AEO-optimierte Inhalte (Answer Engine Optimization) für die Sichtbarkeit in KI-Suchen – ChatGPT, Claude, Gemini, AI Overviews. Nutze es bei der Optimierung von Websites für KI-Zitate, der Erstellung von FAQ-Schemas, Evidence Panels oder der Analyse von Inhalten auf LLM-Extraktionsbereitschaft.

Was ist bencium-aeo?

Dieses Skill ermöglicht es dir, Inhalte für Answer Engine Optimization (AEO) zu generieren, die speziell darauf ausgelegt sind, in KI-gesteuerten Suchergebnissen wie ChatGPT, Claude, Gemini und den AI Overviews von Google besser sichtbar zu sein. Es ist besonders nützlich, wenn du Websites für KI-Zitate optimieren, strukturierte FAQ-Schemas oder Evidence Panels erstellen oder vorhandene Inhalte daraufhin analysieren möchtest, wie gut sie von großen Sprachmodellen (LLMs) extrahiert werden können. Das Skill unterstützt gängige Entwicklungstools wie Claude Code, Cursor und Codex und verwendet markierte Markdown-Dateien mit detaillierten Optimierungsschritten. Durch die Integration von semantischen Strukturen, klaren Antwortformaten und nachvollziehbaren Quellenangaben hilft es Entwicklern und Content-Erstellern, ihre Inhalte für die neue Ära der KI-Suche zukunftssicher zu machen.

Funktioniert mit✓Claude Code~Codex CLI~Cursor✓Gemini CLI
npx skills add https://github.com/bencium/bencium-marketplace/tree/main/skills/bencium-aeo

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Dokumentation

Was macht bencium-aeo?

Erstelle AEO-optimierte Inhalte (Answer Engine Optimization) für die Sichtbarkeit in KI-Suchen – ChatGPT, Claude, Gemini, AI Overviews. Nutze es bei der Optimierung von Websites für KI-Zitate, der Erstellung von FAQ-Schemas, Evidence Panels oder der Analyse von Inhalten auf LLM-Extraktionsbereitschaft.

Übersicht

Dieses Skill hilft dir, Inhalte zu erstellen und zu optimieren, die von KI-Suchmaschinen und großen Sprachmodellen (LLMs) leicht verstanden und zitiert werden können. Es konzentriert sich auf die Verbesserung der Sichtbarkeit und Genauigkeit bei KI-generierten Antworten.

Hauptfunktionen

  • AEO-Inhaltsgenerierung: Erstelle Inhalte, die speziell für die Extraktion durch KI-Systeme optimiert sind
  • FAQ-Schema-Erstellung: Generiere strukturierte FAQ-Schemas für bessere KI-Erkennung
  • Evidence Panel Optimierung: Optimiere Inhalte für die Darstellung in KI-Evidence Panels
  • LLM-Extraktionsanalyse: Analysiere vorhandene Inhalte auf ihre Bereitschaft zur Extraktion durch LLMs

Unterstützte Plattformen

  • Claude Code
  • Cursor
  • Codex

Verwendung

  1. Installation: Füge das Skill zu deiner Konfiguration hinzu
  2. Inhalte optimieren: Verwende die mitgelieferten Vorlagen und Richtlinien
  3. Analyse durchführen: Führe eine LLM-Extraktionsanalyse auf deine Inhalte durch

Beispielbefehle

# Beispiel für die Generierung eines FAQ-Schemas
bencium-aeo generate faq-schema --input article.md --output schema.json

# Beispiel für die LLM-Extraktionsanalyse
bencium-aeo analyze extractability --content content.md

Konfiguration

VariableBeschreibungStandard
AEO_API_KEYAPI-Schlüssel für AEO-Dienste-
AEO_MODELZu verwendendes KI-Modellgpt-4

Lizenz

Dieses Projekt ist unter der MIT-Lizenz lizenziert.

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-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.

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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