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Science Comp.

Simulation and numerical analysis.

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scientific-computing
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literature-search

Search PubMed for RNAi/dsRNA research on target genes or species (utility skill - use anytime)

katalyzeAI
katalyzeAI
research
open
scientific-computing
0

research

Diagnose research quality and guide systematic query expansion. Use when starting research on any topic, when stuck in research, or when unsure if research is complete.

jwynia
jwynia
research
open
scientific-computing
0

la-bench-parser

Parse LA-Bench format JSONL files to extract experimental protocol data by ID. This skill should be used when working with LA-Bench datasets to retrieve structured experimental instructions, materials, protocol steps, expected outcomes, and references for a specific experiment entry.

dakesan
dakesan
research
open
scientific-computing
0

deep-researcher

Performs comprehensive, multi-layered research on any topic with structured analysis and synthesis of information from multiple sources. Uses file-based research tracking, parallel investigation threads, and context-efficient patterns for deep investigations. ALL MEDICAL CITATIONS FROM PUBMED MCP ONLY.

drshailesh88
drshailesh88
research
open
scientific-computing
0

life-sciences-connector

Query PubMed and scientific databases for protocols, analyze biological data with Biopython, handle HIPAA-compliant data. Use for biology research, protocol searches, sequence analysis, or scientific data handling. Cross-validates sources for high accuracy. Triggers on "PubMed", "biology", "scientific data", "sequences", "protocols", "life sciences", "HIPAA".

dredd-us
dredd-us
research
open
scientific-computing
0

lucy-ngcase

Full de novo structure elucidation - skip dereplication and solve the structure from NMR correlations. Use when dereplication returned no matches, the compound is known to be novel, or you want to solve the structure from first principles.

steinbeck
steinbeck
research
open
scientific-computing
0

cellcharter-local-optimized

CellCharter spatial transcriptomics analysis toolkit - complete documentation with precise file name-based categorization

Ketomihine
Ketomihine
research
open
scientific-computing
0

matchms

Spectral similarity and compound identification for metabolomics. Use for comparing mass spectra, computing similarity scores (cosine, modified cosine), and identifying unknown compounds from spectral libraries. Best for metabolite identification, spectral matching, library searching. For full LC-MS/MS proteomics pipelines use pyopenms.

MAF2414
MAF2414
research
open
scientific-computing
0

banksy-merged-v3

BANKSY spatial transcriptomics analysis tool - complete documentation with notebooks and source code

Ketomihine
Ketomihine
research
open
scientific-computing
0

classify

Full ACMG/AMP variant classification workflow. Validates input, gathers evidence, applies rules, and generates classification. Invoked via /classify <variant>.

yi-john-huang
yi-john-huang
research
open
scientific-computing
0

taxonomy-resolver

Resolves ambiguous organism names to precise NCBI taxonomy IDs and scientific names, then recommends appropriate IWC (Intergalactic Workflow Commission) Galaxy workflows for analysis. Use this skill when users provide common names (like "malaria parasite", "E. coli", "mouse"), abbreviated names, or when you need to convert any organism reference to an exact scientific name for API queries. This skill handles disambiguation through conversation, validates taxonomy IDs via NCBI Taxonomy API, provides ENA FASTQ search capabilities, and ALWAYS recommends existing IWC workflows rather than producing custom scripts or analysis steps.

dannon
dannon
research
open
scientific-computing
0

lucy-ng

Computer-Assisted Structure Elucidation (CASE) for organic natural products using NMR spectroscopy. Use when the user asks to identify an unknown compound from NMR data, perform structure elucidation, analyze HSQC/HMBC/DEPT/COSY spectra, run dereplication against natural product databases (COCONUT, NMRShiftDB), generate LSD solver input, rank candidate structures by 13C prediction, or determine molecular structure from Bruker NMR data. Requires molecular formula and Bruker-format NMR spectra.

steinbeck
steinbeck
research
open
scientific-computing
0

design-dsrna

Design dsRNA candidates using sliding window algorithm

katalyzeAI
katalyzeAI
research
open
scientific-computing
0

bio-igv

This skill should be used when the user needs to visualize BAM alignment files in IGV (Integrative Genomics Viewer). Triggers include requests to generate IGV screenshots, visualize genomic regions with multiple BAM tracks, or create batch visualizations for WGS analysis results.

dakesan
dakesan
research
open
scientific-computing
0

bio-fasta

Read/write FASTA, GenBank, FASTQ files. Sequence manipulation (complement, translate). Indexed random access via faidx. For NGS pipelines (SAM/BAM/VCF), use pysam. For BLAST, use gget or blat-integration.

dakesan
dakesan
research
open
scientific-computing
0

envi-pkg-local-improved

ENVI spatial transcriptomics analysis toolkit - comprehensive documentation with tutorials and Python source code

Ketomihine
Ketomihine
research
open
scientific-computing
0

ligandmpnn-reference

LigandMPNN sequence design reference. Use when working with LigandMPNN, ProteinMPNN, sequence design, amino acid biasing, fixed residues, temperature, side chain packing, or membrane protein design.

polaires
polaires
research
open
scientific-computing
0

alphafold-database

Access AlphaFold 200M+ AI-predicted protein structures. Retrieve structures by UniProt ID, download PDB/mmCIF files, analyze confidence metrics (pLDDT, PAE), for drug discovery and structural biology.

Sologa
Sologa
research
open
scientific-computing
0

bio-blast

NCBI BLAST sequence similarity search using BioPython. Use when a user wants to run BLAST programmatically with blastn/blastp and retrieve results in JSON format.

dakesan
dakesan
research
open
scientific-computing
0

lammps-simulation

Run LAMMPS molecular dynamics simulations. Use when asked to run MD simulations, energy minimization, equilibration, production runs, or calculate properties like diffusion, RDF, MSD. Supports both CPU and GPU execution.

fl-sean03
fl-sean03
research
open
scientific-computing
0

bio-cosmic

This skill should be used when the user needs to query COSMIC Cancer Gene Census to check if genes are known cancer genes. Triggers include requests to annotate genes with cancer information, check if variants are in cancer genes, or retrieve cancer gene properties from COSMIC database.

dakesan
dakesan
research
open
scientific-computing
0

tidy-itc-workflow

Master tidy modelling patterns for ITC analyses following TMwR principles. Covers workflow structure, consistent interfaces, reproducibility best practices, and data validation. Use when setting up ITC analysis projects or building pipelines.

choxos
choxos
research
open
scientific-computing
0

banksy-merged-v4

BANKSY spatial transcriptomics analysis tool - complete documentation with precise file name-based categorization

Ketomihine
Ketomihine
research
open
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