Scientific Schematic Generation
Skill Verifiziert AktivStructured hypothesis formulation from observations. Use when you have experimental observations or data and need to formulate testable hypotheses with predictions, propose mechanisms, and design experiments to test them. Follows scientific method framework. For open-ended ideation use scientific-brainstorming; for automated LLM-driven hypothesis testing on datasets use hypogenic.
To automatically generate publication-quality scientific diagrams and schematics from natural language descriptions, ensuring accuracy, clarity, and adherence to scientific communication standards.
Funktionen
- AI-powered scientific diagram generation
- Iterative refinement based on quality review
- Document-type specific quality thresholds
- Publication-ready output formatting
- Detailed usage and error handling
Anwendungsfälle
- Creating figures for scientific papers and presentations
- Visualizing complex scientific concepts, pathways, or architectures
- Generating custom diagrams for grant proposals or technical reports
- Automating the creation of consistent visual elements in research documentation
Nicht-Ziele
- Editing existing diagrams
- Generating diagrams without natural language input
- Replacing manual drafting for highly bespoke or artistic illustrations
- Providing real-time interactive diagram editing
Praktiken
- Scientific Communication
- AI Prompt Engineering
- Documentation
Voraussetzungen
- Python 3.11+ environment
- OpenRouter API key (via environment variable or parameter)
Code Execution
- info:LoggingThe script provides verbose logging when the -v flag is used, detailing API calls and progress, but does not write to a separate audit file for destructive actions as it performs none.
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
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