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Skillforthat

Science

752 skills

All Science Skills

algorithmic-art

Algorithmic Art

Creating algorithmic art using p5

biomni

Biomni

Autonomous biomedical AI agent framework for executing complex research tasks across genomics, dr...

clinical-decision-support

Clinical Decision Support

Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical r...

pdb-database

Pdb Database

Access RCSB PDB for 3D protein/nucleic acid structures

pytdc

Pytdc

Therapeutics Data Commons

clinicaltrials-database

Clinicaltrials Database

Query ClinicalTrials

treatment-plans

Treatment Plans

Generate concise (3-4 page), focused medical treatment plans in LaTeX/PDF format for all clinical...

ena-database

Ena Database

Access European Nucleotide Archive via API/FTP

pyopenms

Pyopenms

Python interface to OpenMS for mass spectrometry data analysis

anndata

Anndata

This skill should be used when working with annotated data matrices in Python, particularly for s...

diffdock

Diffdock

Diffusion-based molecular docking

datacommons-client

Datacommons Client

Work with Data Commons, a platform providing programmatic access to public statistical data from ...

brenda-database

Brenda Database

Access BRENDA enzyme database via SOAP API

hypogenic

Hypogenic

Automated hypothesis generation and testing using large language models

rdkit

Rdkit

Cheminformatics toolkit for fine-grained molecular control

scientific-critical-thinking

Scientific Critical Thinking

Evaluate research rigor

geopandas

Geopandas

Python library for working with geospatial vector data including shapefiles, GeoJSON, and GeoPack...

scientific-brainstorming

Scientific Brainstorming

Research ideation partner

hypothesis-generation

Hypothesis Generation

Generate testable hypotheses

drugbank-database

Drugbank Database

Access and analyze comprehensive drug information from the DrugBank database including drug prope...

pydicom

Pydicom

Python library for working with DICOM (Digital Imaging and Communications in Medicine) files

protocolsio-integration

Protocolsio Integration

Integration with protocols

market-research-reports

Market Research Reports

Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (...

denario

Denario

Multiagent AI system for scientific research assistance that automates research workflows from da...

neurokit2

Neurokit2

Comprehensive biosignal processing toolkit for analyzing physiological data including ECG, EEG, E...

opentargets-database

Opentargets Database

Query Open Targets Platform for target-disease associations, drug target discovery, tractability/...

chembl-database

Chembl Database

Query ChEMBL's bioactive molecules and drug discovery data

lamindb

Lamindb

This skill should be used when working with LaminDB, an open-source data framework for biology th...

clinpgx-database

Clinpgx Database

Access ClinPGx pharmacogenomics data (successor to PharmGKB)

alphafold-database

Alphafold Database

Access AlphaFold's 200M+ AI-predicted protein structures

cellxgene-census

Cellxgene Census

Query CZ CELLxGENE Census (61M+ cells)

medchem

Medchem

Medicinal chemistry filters

geo-database

Geo Database

Access NCBI GEO for gene expression/genomics data

sympy

Sympy

Use this skill when working with symbolic mathematics in Python

rdkit

Rdkit

Cheminformatics toolkit for fine-grained molecular control

alphafold-database

Alphafold Database

Access AlphaFold 200M+ AI-predicted protein structures

ena-database

Ena Database

Access European Nucleotide Archive via API/FTP

diffdock

Diffdock

Diffusion-based molecular docking

qutip

Qutip

Quantum physics simulation library for open quantum systems

medchem

Medchem

Medicinal chemistry filters

clinical-decision-support

Clinical Decision Support

Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical r...

hypothesis-generation

Hypothesis Generation

Structured hypothesis formulation from observations

geo-database

Geo Database

Access NCBI GEO for gene expression/genomics data

biomni

Biomni

Autonomous biomedical AI agent framework for executing complex research tasks across genomics, dr...

scholar-evaluation

Scholar Evaluation

Systematically evaluate scholarly work using the ScholarEval framework, providing structured asse...

clinpgx-database

Clinpgx Database

Access ClinPGx pharmacogenomics data (successor to PharmGKB)

geopandas

Geopandas

Python library for working with geospatial vector data including shapefiles, GeoJSON, and GeoPack...

treatment-plans

Treatment Plans

Generate concise (3-4 page), focused medical treatment plans in LaTeX/PDF format for all clinical...

opentargets-database

Opentargets Database

Query Open Targets Platform for target-disease associations, drug target discovery, tractability/...

scientific-brainstorming

Scientific Brainstorming

Creative research ideation and exploration

pdb-database

Pdb Database

Access RCSB PDB for 3D protein/nucleic acid structures

drugbank-database

Drugbank Database

Access and analyze comprehensive drug information from the DrugBank database including drug prope...

pytdc

Pytdc

Therapeutics Data Commons

lamindb

Lamindb

This skill should be used when working with LaminDB, an open-source data framework for biology th...

cellxgene-census

Cellxgene Census

Query the CELLxGENE Census (61M+ cells) programmatically

denario

Denario

Multiagent AI system for scientific research assistance that automates research workflows from da...

neurokit2

Neurokit2

Comprehensive biosignal processing toolkit for analyzing physiological data including ECG, EEG, E...

hypogenic

Hypogenic

Automated LLM-driven hypothesis generation and testing on tabular datasets

scientific-critical-thinking

Scientific Critical Thinking

Evaluate scientific claims and evidence quality

pydicom

Pydicom

Python library for working with DICOM (Digital Imaging and Communications in Medicine) files

sympy

Sympy

Use this skill when working with symbolic mathematics in Python

protocolsio-integration

Protocolsio Integration

Integration with protocols

chembl-database

Chembl Database

Query ChEMBL bioactive molecules and drug discovery data

clinicaltrials-database

Clinicaltrials Database

Query ClinicalTrials

brenda-database

Brenda Database

Access BRENDA enzyme database via SOAP API

market-research-reports

Market Research Reports

Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (...

datacommons-client

Datacommons Client

Work with Data Commons, a platform providing programmatic access to public statistical data from ...

thealgorithm

Thealgorithm

Universal execution engine using scientific method to achieve ideal state

hunt-research-system-and-tradecraft

Hunt Research System And Tradecraft

Research system internals and adversary tradecraft to ground a threat hunt in real system behavio...

hunt-focus-definition

Hunt Focus Definition

Define a focused hunt hypothesis by synthesizing completed system internals and adversary tradecr...

algorithmic-art

Algorithmic Art

Creating algorithmic art using p5

reverse-engineering-tools

Reverse Engineering Tools

Guide for reverse engineering tools and techniques used in game security research

scientific-critical-thinking

Scientific Critical Thinking

Evaluate research rigor

disk-usage

Disk Usage

Analyze disk space usage and filesystem information including mounts, usage, and large files

designing-experiments

Designing Experiments

Selects the appropriate quasi-experimental method (DiD, ITS, SC) based on data structure and rese...

loading-datasets

Loading Datasets

Loads internal CausalPy example datasets

running-clustering-algorithms

Running Clustering Algorithms

Analyze datasets by running clustering algorithms (K-means, DBSCAN, hierarchical) to identify dat...

sentry-deploy-integration

Sentry Deploy Integration

Track deployments and releases in Sentry

static-analysis

Static Analysis

Expertise in LLVM-based static analysis including dataflow analysis, pointer analysis, taint trac...

massgen-log-analyzer

Massgen Log Analyzer

Run MassGen experiments and analyze logs using automation mode, logfire tracing, and SQL queries

travel-health-analyzer

Travel Health Analyzer

分析旅行健康数据、评估目的地健康风险、提供疫苗接种建议、生成多语言紧急医疗信息卡片。支持WHO/CDC数据集成的专业级旅行健康风险评估。

mental-health-analyzer

Mental Health Analyzer

分析心理健康数据、识别心理模式、评估心理健康状况、提供个性化心理健康建议。支持与睡眠、运动、营养等其他健康数据的关联分析。

family-health-analyzer

Family Health Analyzer

分析家族病史、评估遗传风险、识别家庭健康模式、提供个性化预防建议

occupational-health-analyzer

Occupational Health Analyzer

分析职业健康数据、识别工作相关健康风险、评估职业健康状况、提供个性化职业健康建议。支持与睡眠、运动、心理健康等其他健康数据的关联分析。

deep-researcher

Deep Researcher

Performs comprehensive, multi-layered research on any topic with structured analysis and synthesi...

algorithmic-art

Algorithmic Art

Creating algorithmic art using p5

hypothesis-generation

Hypothesis Generation

Generate testable hypotheses

clinical-decision-support

Clinical Decision Support

Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical r...

scientific-critical-thinking

Scientific Critical Thinking

Evaluate research rigor

tooluniverse

Tooluniverse

Use this skill when working with scientific research tools and workflows across bioinformatics, c...

treatment-plans

Treatment Plans

Generate concise (3-4 page), focused medical treatment plans in LaTeX/PDF format for all clinical...

startup-validator

Startup Validator

Comprehensive startup idea validation and market analysis tool

pycse

Pycse

Python computations in science and engineering (pycse) - helps with scientific computing tasks in...

youtube-digest

Youtube Digest

This skill should be used when the user asks to "유튜브 정리", "영상 요약", "transcript 번역", "YouTube dige...

tech-decision

Tech Decision

This skill should be used when the user asks to "기술 의사결정", "뭐 쓸지 고민", "A vs B", "비교 분석", "라이브러리 선...

implementation-planner

Implementation Planner

Create detailed implementation plans through an interactive process with research, code snippets,...

box-least-squares

Box Least Squares

Box Least Squares (BLS) periodogram for detecting transiting exoplanets and eclipsing binaries

search-attractions

Search Attractions

Retrieve attractions by city from the bundled dataset

search-accommodations

Search Accommodations

Lookup accommodations by city from the bundled dataset

search-restaurants

Search Restaurants

Retrieve restaurants by city from the bundled dataset