Skill UI

Comprehensive guidance for medical device manufacturers navigating complex FDA regulatory requirements. Covers device classification, submission pathways (510(k), PMA, De Novo), Quality Management System Regulation (QMSR/ISO 13485), HIPAA compliance, and cybersecurity best practices. Use this when determining the correct regulatory route for a new or modified device.

BioServices provides Python wrappers for 40+ bioinformatics services, allowing cross-database queries, identifier mapping, pathway exploration, and sequence or compound research within consistent workflows.

Access the BRENDA SOAP API to retrieve enzyme kinetic parameters, reaction equations, organism-specific data, and environmental preferences, enabling biochemical research, metabolic pathway reconstruction, and enzyme engineering workflows.

Provides programmatic access to DrugBank drug and target data, covering downloads, queries, interaction networks, targets/pathways, and chemical similarity analyses for pharmacology research and safety reviews.

Access HMDB to search over 220K human metabolites by name, ID, structure, disease or specimen, retrieve chemical/clinical/pathway data, and download spectra for metabolomics workflows.

Direct Python helpers for KEGG's REST API, covering database metadata, listing, search, retrieval, ID conversion, linkage, and drug interactions to power pathway and gene analysis.

Query the Reactome Content and Analysis Services (or the reactome2py client) to fetch pathway hierarchies, map genes, run overrepresentation/expression analyses, and explore disease interactions for systems biology research.

Conversational research ideation assistant that helps scientists generate novel hypotheses, explore interdisciplinary analogies, challenge assumptions, and outline experiment pathways during early-stage planning.

Use Nano Banana 2 plus Gemini 3.1 Pro Preview to iteratively craft publication-quality scientific schematics—neural nets, pathways, or system diagrams—matching document-type quality thresholds.

This tool guides the creation of comprehensive, standardized incident response playbooks aligned with industry standards like NIST SP 800-61r3 and SANS PICERL. It structures playbooks covering detection, containment, eradication, recovery, and post-incident activities, including decision trees, RACI matrices, and seamless integration pathways for SOAR platforms. Ideal for maturing an organization's security posture and ensuring compliance.

This tool provides a structured methodology for assessing the security posture of SCADA Human-Machine Interface (HMI) systems. It evaluates potential vulnerabilities in web-based HMIs, thin-client configurations, authentication mechanisms, and communication pathways between HMIs and PLCs, ensuring compliance alignment with rigorous standards like IEC 62443 and NIST SP 800-82.

Leverages 78 public scientific, biomedical, materials, and economic REST APIs to find compounds, genes, pathways, clinical trials, patents, economic indicators, weather, and other structured data, returning raw JSON plus the databases/endpoints used.