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Research

Scientific computing and academic tools.

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scientific-computing
371

chemical-structure-analysis

Analyze chemical structures from compound names to retrieve SMILES, molecular formulas, molecular weight, and LogP values.

SpectrAI-Initiative
SpectrAI-Initiative
research
open
scientific-computing
371

cross-species-genomics

Cross-Species Comparative Genomics - Compare genomes across species: Ensembl compara, alignment, gene trees, and NCBI taxonomy. Use this skill for comparative genomics tasks involving get info compara species sets get alignment region get genetree member symbol get taxonomy. Combines 4 tools from 2 SCP server(s).

SpectrAI-Initiative
SpectrAI-Initiative
research
open
scientific-computing
371

protein-similarity-search

Protein Similarity Search - Search for similar proteins: extract sequence from PDB, search structures with FoldSeek, find homologs with STRING, and check UniProt. Use this skill for bioinformatics tasks involving extract pdb sequence foldseek search get best similarity hits between species search uniprotkb entries. Combines 4 tools from 3 SCP server(s).

SpectrAI-Initiative
SpectrAI-Initiative
research
open
scientific-computing
371

drugsda-peptide-sampling

Generate new peptide molecules sampling from the input peptide sequence.

SpectrAI-Initiative
SpectrAI-Initiative
research
open
scientific-computing
371

multiomics-integration

Multi-Omics Integration - Integrate multi-omics: gene expression, protein data, pathway enrichment, and metabolic pathways. Use this skill for multi-omics tasks involving get gene expression across cancers get uniprotkb entry by accession get functional enrichment kegg get. Combines 4 tools from 4 SCP server(s).

SpectrAI-Initiative
SpectrAI-Initiative
research
open
scientific-computing
371

nuclear-physics

Nuclear Physics Calculations - Nuclear physics: energy conversion MeV to J, calculate total power, photon rate, and error analysis. Use this skill for nuclear physics tasks involving convert energy MeV to J calculate total power calculate incident photon rate calculate absolute error. Combines 4 tools from 3 SCP server(s).

SpectrAI-Initiative
SpectrAI-Initiative
research
open
scientific-computing
371

energy-conversion

Energy Unit Conversion Pipeline - Convert between energy units and analyze: MeV to Joules, scientific notation, and error calculation. Use this skill for physics tasks involving convert energy MeV to J convert to scientific notation format scientific notation calculate absolute error. Combines 4 tools from 2 SCP server(s).

SpectrAI-Initiative
SpectrAI-Initiative
research
open
scientific-computing
371

mouse-model-analysis

Mouse Model Disease Analysis - Analyze mouse disease models: MouseMine search, NCBI mouse gene data, Ensembl cross-species comparison, and orthologs. Use this skill for model organisms tasks involving mousemine search get gene metadata by gene name get homology symbol get gene orthologs. Combines 4 tools from 3 SCP server(s).

SpectrAI-Initiative
SpectrAI-Initiative
research
open
scientific-computing
371

mutation-impact-analysis

Mutation Impact Analysis - Analyze mutation impact: predict structure, predict mutations from sequence and structure, and check variant effects with Ensembl VEP. Use this skill for molecular biology tasks involving pred protein structure esmfold zero shot sequence prediction predict zero shot structure get vep hgvs. Combines 4 tools from 3 SCP server(s).

SpectrAI-Initiative
SpectrAI-Initiative
research
open
scientific-computing
371

virus-genomics

Virus Genomics Analysis - Analyze virus genomics: NCBI virus dataset, annotation, taxonomy, and literature search. Use this skill for virology tasks involving get virus dataset report get virus annotation report get taxonomy search literature. Combines 4 tools from 2 SCP server(s).

SpectrAI-Initiative
SpectrAI-Initiative
research
open
scientific-computing
371

unit-conversion-nanoscale

Convert physical quantities and units at nanoscale for materials science and nanotechnology applications.

SpectrAI-Initiative
SpectrAI-Initiative
research
open
scientific-computing
371

uniprot-protein-retrieval

Retrieve protein sequences and functional information from UniProt database by protein name, enabling protein analysis and bioinformatics workflows.

SpectrAI-Initiative
SpectrAI-Initiative
research
open
scientific-computing
371

molecular-properties-calculation

Calculate basic molecular properties from SMILES including molecular weight, formula, atom counts, and exact mass.

SpectrAI-Initiative
SpectrAI-Initiative
research
open
scientific-computing
371

organism-classification

Organism Classification & Database - Classify organism: NCBI taxonomy, Ensembl taxonomy, ChEMBL organisms, and genome info. Use this skill for taxonomy tasks involving get taxonomy get taxonomy id get organism by id get genome dataset report by taxon. Combines 4 tools from 3 SCP server(s).

SpectrAI-Initiative
SpectrAI-Initiative
research
open
scientific-computing
369

ark-research

Research technical solutions by searching the web, examining GitHub repos, and gathering evidence. Use when exploring implementation options or evaluating technologies.

mckinsey
mckinsey
research
open
academic
367

ljg-xray-book

Deep structure extraction from books using the Epiplexity principle - maximizing computational investment to extract maximum learnable structure from any book.

lijigang
lijigang
research
open
academic
366

academic-researcher

Academic research assistant for literature reviews, paper analysis, and scholarly writing.

LigphiDonk
LigphiDonk
research
open
academic
366

inno-deep-research

Comprehensive research assistant that synthesizes information from multiple sources with citations.

LigphiDonk
LigphiDonk
research
open
academic
366

paper-finder

Search existing paper notes by title, author, keyword, or research domain

LigphiDonk
LigphiDonk
research
open
academic
366

research-news

Daily paper recommendation workflow — search arXiv and Semantic Scholar, score and recommend papers

LigphiDonk
LigphiDonk
research
open
academic
366

paper-analyzer

Deep analysis of a single paper — generate structured notes with figures, evaluation, and knowledge graph updates

LigphiDonk
LigphiDonk
research
open
academic
366

inno-reference-audit

This skill provides reference guidance for citation verification in academic writing.

LigphiDonk
LigphiDonk
research
open
academic
366

inno-paper-writing

Creates formal academic research papers following IEEE/ACM formatting standards with proper structure, citations, and scholarly writing style.

LigphiDonk
LigphiDonk
research
open
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