scripting
371
protocol-to-executable-json
Convert laboratory protocols to executable JSON format using Thoth-OP for automated lab equipment control.
SpectrAI-Initiative
development
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scripting
371
text-to-cad
Use when the user provides a natural language description of a 3D object or mechanical part and wants to generate a CAD model. Converts the description into CadQuery Python code, automatically detects or sets up the CadQuery environment, executes the script, and produces STL and STEP output files.
SpectrAI-Initiative
development
automation-tools
371
doc-author
Write, edit, and maintain documentation. Use for collaborative drafting, autonomous writing, or improving existing docs. Defaults to collaborative mode where the human makes final decisions. Built by Mintlify.
mintlify
tools
cicd
371
researcher-dispatch-supervisor
Use after the user confirms the plan. Dispatch the next justified worker task, supervise progress, enforce artifact-backed completion, and keep the workflow aligned with the approved plan.
SpectrAI-Initiative
devops
education
371
protein-quality-assessment
Protein Structure Quality Assessment - Assess structure quality: basic info, geometry analysis, quality metrics, composition, and visualization. Use this skill for structural biology tasks involving calculate pdb basic info calculate pdb structural geometry calculate pdb quality metrics calculate pdb composition info visualize protein. Combines 5 tools from 1 SCP server(s).
SpectrAI-Initiative
documentation
knowledge-base
371
blog-author
Research a topic deeply, plan a blog step by step, and write a long-form article with structured Markdown outputs in the current working directory. Supports multilingual writing, source tracking, metadata generation, and optional image insertion via available image tools.
AIDotNet
documentation
knowledge-base
371
disease-knowledge-graph
Disease Knowledge Graph - Build disease knowledge graph: OpenTargets targets, drugs, publications, and phenotypes. Use this skill for disease informatics tasks involving get associated targets by disease efoId get associated drugs by target name get publications by drug name get associated phenotypes by disease efoId. Combines 4 tools from 1 SCP server(s).
SpectrAI-Initiative
documentation
technical-docs
371
mintlify
Comprehensive reference for building Mintlify documentation sites. Use when creating pages, configuring docs.json, adding components, setting up navigation, or working with API references. Routes to detailed reference files for all components and configuration options.
mintlify
documentation
academic
371
meta-analysis-execution
Perform meta-analysis on scientific studies to synthesize research findings and generate comprehensive reports with statistical summaries.
SpectrAI-Initiative
research
academic
371
pandemic-preparedness
Pandemic Preparedness Analysis - Pandemic analysis: virus genome, taxonomy, drug candidates, and literature intelligence. Use this skill for public health tasks involving get virus dataset report get virus by taxon genome get mechanism of action by drug name tavily search search literature. Combines 5 tools from 4 SCP server(s).
SpectrAI-Initiative
research
academic
371
paper-ai-search
Use when the user describes a research need in natural language and wants AI-assisted query expansion before searching for papers, including requests to find recent work on a topic, related papers in a direction, or similar Chinese requests for AI paper search.
SpectrAI-Initiative
research
academic
371
paper-search
Use when the user wants keyword-based academic paper discovery in Paper Study, including requests to search papers by topic, date range, or source such as arXiv, Semantic Scholar, bioRxiv, PubMed, Hugging Face daily papers, or similar Chinese requests about paper search.
SpectrAI-Initiative
research
academic
371
scientific-literature-search
Search scientific literature and research papers using FlowSearch to find relevant academic articles and publications.
SpectrAI-Initiative
research
academic
371
web-literature-mining
Scientific Literature Mining - Mine scientific literature: PubMed search, arXiv search, web search, and Tavily deep search. Use this skill for scientific informatics tasks involving pubmed search search literature search web tavily search. Combines 4 tools from 2 SCP server(s).
SpectrAI-Initiative
research
academic
371
biomedical-web-search
Search biomedical literature and web content using Tavily search engine for research and clinical information.
SpectrAI-Initiative
research
academic
371
pubmed-article-search
Search PubMed database for scientific articles and publications to retrieve biomedical literature.
SpectrAI-Initiative
research
astronomy-physics
371
optical-frequency-calculation
Calculate optical frequency and wavelength relationships for photonics and electromagnetic analysis.
SpectrAI-Initiative
research
astronomy-physics
371
optics-analysis
Optical System Analysis - Analyze optical system: calculate photon rate, frequency range, radiation pressure, and electron wavelength. Use this skill for optics tasks involving calculate incident photon rate calculate frequency range calculate radiation pressure electron wavelength. Combines 4 tools from 1 SCP server(s).
SpectrAI-Initiative
research
astronomy-physics
371
material-density-volume-calculation
Calculate material density and volume from mass and geometric dimensions for materials mechanics analysis.
SpectrAI-Initiative
research