Scientific Schematics
Skill Verifiziert AktivCreate publication-quality scientific diagrams using Nano Banana 2 AI with smart iterative refinement. Uses Gemini 3.1 Pro Preview for quality review. Only regenerates if quality is below threshold for your document type. Specialized in neural network architectures, system diagrams, flowcharts, biological pathways, and complex scientific visualizations.
To automate the creation of publication-quality scientific diagrams, making complex concepts visually accessible without manual drawing or coding.
Funktionen
- AI-driven diagram generation
- Iterative refinement with quality review
- Customizable quality thresholds by document type
- Supports diverse scientific diagram types
- Publication-ready output
Anwendungsfälle
- Creating neural network architecture diagrams for papers
- Illustrating system architectures and data flow
- Drawing methodology flowcharts for research studies
- Visualizing biological pathways or chemical reactions
Nicht-Ziele
- Manual drawing or template-based diagramming
- Generating non-scientific or decorative graphics
- Acting as a general-purpose image editor
Workflow
- Describe the desired diagram in natural language
- Run the generation script with prompt and output path
- AI generates an initial diagram (v1)
- AI reviews quality against document type threshold
- If below threshold, AI refines prompt and regenerates (v2)
- Final diagram saved to specified output path
Praktiken
- AI Prompt Engineering
- Scientific Visualization Standards
- Automated Quality Assurance
Voraussetzungen
- OpenRouter API key
- Python 3.10+
- requests library
Installation
npx skills add K-Dense-AI/claude-scientific-skillsFührt das Vercel skills CLI (skills.sh) via npx aus — benötigt Node.js lokal und mindestens einen installierten skills-kompatiblen Agent (Claude Code, Cursor, Codex, …). Setzt voraus, dass das Repo dem agentskills.io-Format folgt.
Qualitätspunktzahl
VerifiziertVertrauenssignale
Ähnliche Erweiterungen
Scientific Schematic Generator
98Create research posters using HTML/CSS that can be exported to PDF or PPTX. Use this skill ONLY when the user explicitly requests PowerPoint/PPTX poster format. For standard research posters, use latex-posters instead. This skill provides modern web-based poster design with responsive layouts and easy visual integration.
AlterLab Scientific Schematics
93Part of the AlterLab Academic Skills suite. Create publication-quality scientific diagrams using Nano Banana 2 AI with smart iterative refinement. Uses Gemini 3.1 Pro Preview for quality review. Only regenerates if quality is below threshold for your document type. Specialized in neural network architectures, system diagrams, flowcharts, biological pathways, and complex scientific visualizations.
Trader Regime
100Detect current market regime using npx neural-trader — bull/bear/ranging/volatile classification with recommended strategy
Trading Memory
100Domänenwissen für die KI-Trading-Erinnerung – Outcome-Weighted Memory (OWM)-Architektur, 5 Speichertypen, Abrufbewertung und Verhaltensanalyse. Verwenden Sie dies beim Aufzeichnen von Trades, beim Abrufen ähnlicher Kontexte, bei der Leistungsanalyse oder bei der Überprüfung von Verhaltensabweichungen. Löst bei "record trade", "remember trade", "recall", "similar trades", "performance", "behavioral", "disposition", "affective state", "confidence" aus.
TradeMemory Protocol
100Domänenwissen für die Evolution Engine — LLM-gestützte autonome Strategieentdeckung aus rohen OHLCV-Daten. Behandelt die Schleife Generieren-Backtesten-Auswählen-Entwickeln, vektorisiertes Backtesting, Out-of-Sample-Validierung und Strategiegraduierung. Verwenden Sie es beim Entdecken von Handelspatterns, Ausführen von Backtests, Entwickeln von Strategien oder Überprüfen von Evolutionsprotokollen. Löst aus bei "evolve", "discover patterns", "backtest", "evolution", "strategy generation", "candidate strategy".
Image Transformation API
100Transform images with resize, crop, smart crop, upscale, remove background, and 20+ operations.