Performs signal processing tasks including spectral analysis (FFT), digital filtering, time-frequency decomposition, noise reduction, and modulation/demodulation; trigger when users discuss waveforms, frequency spectra, filters, or time series in engineering contexts.

beita6969583

Computación Científica

Scipy Analysis

Scientific computing and statistical analysis with SciPy, NumPy, and pandas. Use when: (1) statistical hypothesis testing, (2) optimization problems, (3) signal processing, (4) numerical integration, (5) data manipulation and analysis. NOT for: symbolic math (use sympy-math), machine learning (use sklearn directly), or visualization (use matplotlib-viz).

beita6969583

Computación Científica

Spacy Nlp

Natural language processing with spaCy. Use when: (1) named entity recognition, (2) POS tagging and dependency parsing, (3) text tokenization and linguistic analysis, (4) rule-based pattern matching, (5) custom NER pipelines. NOT for: LLM inference or text generation (use transformers), sentiment analysis at scale (use dedicated models), or machine translation.

beita6969583

Computación Científica

Statistics

# Statistical Analysis & Quality Control

beita6969583

Computación Científica

Vestige

Cognitive memory system using FSRS-6 spaced repetition. Memories fade naturally like human memory. Use for persistent recall across sessions.

sundial-org576

Computación Científica

Scale Up Process Analyzer

Process engineering skill for analyzing and optimizing nanomaterial synthesis scale-up from lab to production

a5c-ai575

Computación Científica

Supply Chain Digital Twin

Digital twin representation of supply chain for real-time monitoring and simulation

a5c-ai575

Computación Científica

Supply Chain Simulation Engine

Supply chain discrete-event simulation for scenario testing and optimization

a5c-ai575

Computación Científica

Image Algorithm Validator

Medical image processing algorithm validation skill for segmentation, detection, and analysis algorithms

a5c-ai575

Computación Científica

Hysys Dynamic Simulator

Aspen HYSYS integration skill for dynamic simulation, pressure-flow networks, and process dynamics

a5c-ai575

Computación Científica

Green Chemistry Metrics

Green chemistry metrics calculation skill for atom economy, E-factor, and process mass intensity

a5c-ai575

Computación Científica

Discrete Event Simulator

Discrete event simulation skill for modeling and analyzing complex systems with stochastic processes.

a5c-ai575

Computación Científica

Thermal Analysis

Skill for thermal characterization workflows including DSC, TGA, DTA, TMA, and DMA for phase transitions, decomposition, and viscoelastic property analysis

a5c-ai575

Computación Científica

Experiment Planner Doe

Design of Experiments skill for systematic optimization of nanomaterial synthesis and processing

a5c-ai575

Computación Científica

Gromacs Md Executor

GROMACS molecular dynamics skill for nanoparticle-biomolecule interaction simulations

a5c-ai575

Computación Científica

Nanoparticle Synthesis Optimizer

Synthesis parameter optimization skill for metal, semiconductor, and oxide nanoparticle production with automated protocol generation and reproducibility validation

a5c-ai575

Computación Científica

Monte Carlo Physics Simulator

Monte Carlo simulation skill for statistical physics, particle transport, and stochastic processes

a5c-ai575

Computación Científica

Tooluniverse

Access 1000+ scientific tools through ToolUniverse for drug discovery, protein analysis, genomics, literature search, clinical data, ADMET prediction, molecular docking, and more. Use when the user needs biomedical or scientific research capabilities.

AgentTeam-TaichuAI511

Computación Científica

Bio Metabolomics Statistical Analysis

Statistical analysis for metabolomics data. Covers preprocessing (log2 transformation, normalization), limma moderated testing with empirical Bayes, Welch's t-tests with BH correction, fold change estimation, and multivariate methods (PCA, PLS-DA, OPLS-DA). Use when identifying differentially abundant metabolites or building classification models.

GPTomics506

Computación Científica

Bio Phylo Divergence Dating

Estimate divergence times using molecular clock models with BEAST2, MCMCTree, and TreePL. Use when dating speciation events, calibrating phylogenies with fossils, choosing between strict and relaxed clock models, or estimating evolutionary rates across lineages.

GPTomics506

Computación Científica

Version Compatibility

Discovers periodic signals of unknown period in time-series omics data using Lomb-Scargle periodograms (scipy), autocorrelation, and wavelet time-frequency decomposition (pywt). Identifies dominant frequencies, handles irregularly sampled data, and detects transient periodicity. Use when searching for periodic patterns of unknown period length, analyzing cell cycle oscillations, or processing unevenly spaced time-series. Not for testing known 24-hour rhythms (see temporal-genomics/circadian-rhythms).

GPTomics506

Computación Científica

Hypothesis Generation

Generate testable hypotheses. Formulate from observations, design experiments, explore competing explanations, develop predictions, propose mechanisms, for scientific inquiry across domains.

jimmc414498

Computación Científica

Scientific Computing

Strategies for scientific computing, numerical methods, bioinformatics/DNA tasks, logic circuit design, algorithmic challenges, and ML training tasks.

A-EVO-Lab491

Computación Científica

Interpolation

Problem-solving strategies for interpolation in numerical methods

vibeeval470

Computación Científica

Dataset Discovery

Multi-source ML dataset discovery.

LigphiDonk454

Computación Científica

Schema

Schema storage and discovery in Graph Explorer, including SchemaStorageModel persistence, edge connections, incremental schema growth, and related Jotai atoms.

aws450

Computación Científica

Aliphatic Ring Analysis

Ring System Analysis - Analyze ring systems: count aliphatic carbocycles, analyze aromaticity, compute topology, and structure complexity. Use this skill for organic chemistry tasks involving GetAliphaticCarbocyclesNum AromaticityAnalyzer calculate mol topology calculate mol structure complexity. Combines 4 tools from 3 SCP server(s).

SpectrAI-Initiative375

Computación Científica

Chembl Molecule Search

Search ChEMBL database for molecule information by name to retrieve bioactivity data and chemical structures.

SpectrAI-Initiative375

Computación Científica

Chemical Structure Analysis

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

SpectrAI-Initiative375

Computación Científica

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-Initiative375

Computación Científica | Skills Pool