Lord1Egypt/scientific-agent-toolkit
Skill Claude CodeCodex
How to use the Adaptyv Bio Foundry API and Python SDK for protein experiment design, submission, and results retrieval. Use this skill whenever the user mentions Adaptyv, Foundry API, protein binding assays, protein screening experiments, BLI/SPR assays, thermostability assays, or wants to submit protein sequences for…
Lord1Egypt/scientific-agent-toolkit
Skill Claude CodeCodex
This skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting, anomaly detection, segmentation, and similarity search. Use when working with temporal data, sequential patterns, or time-indexed observations requiring specialized algorithms beyond standard…
Lord1Egypt/scientific-agent-toolkit
Skill Claude CodeCodex
Data structure for annotated matrices in single-cell analysis. Use when working with .h5ad files or integrating with the scverse ecosystem. This is the data format skill—for analysis workflows use scanpy; for probabilistic models use scvi-tools; for population-scale queries use cellxgene-census.
Lord1Egypt/scientific-agent-toolkit
Skill Claude CodeCodex
Infer gene regulatory networks (GRNs) from gene expression data using scalable algorithms (GRNBoost2, GENIE3). Use when analyzing transcriptomics data (bulk RNA-seq, single-cell RNA-seq) to identify transcription factor-target gene relationships and regulatory interactions. Supports distributed computation for…
Lord1Egypt/scientific-agent-toolkit
Skill Claude CodeCodex
Comprehensive Python library for astronomy and astrophysics. This skill should be used when working with astronomical data including celestial coordinates, physical units, FITS files, cosmological calculations, time systems, tables, world coordinate systems (WCS), and astronomical data analysis. Use when tasks involve…
Lord1Egypt/scientific-agent-toolkit
Skill Claude CodeCodex
Observe the user's screen via screenpipe, detect repeated research workflows, match them against existing scientific-agent-skills, and draft new skills (or composition recipes that chain existing ones) for the patterns not yet covered. Use when the user asks to analyze their recent work and propose skills based on…
Lord1Egypt/scientific-agent-toolkit
Skill Claude CodeCodex
Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse, for lab data management automation.
Lord1Egypt/scientific-agent-toolkit
Skill Claude CodeCodex
Search scientific papers and retrieve structured experimental data extracted from full-text studies via the BGPT MCP server. Returns 25+ fields per paper including methods, results, sample sizes, quality scores, and conclusions. Use for literature reviews, evidence synthesis, and finding experimental details not…
Lord1Egypt/scientific-agent-toolkit
Skill Claude CodeCodex
Use this skill when working with Brain Imaging Data Structure (BIDS) datasets: organizing neuroscience and biomedical data (MRI, EEG, MEG, iEEG, PET, microscopy, NIRS, motion capture, EMG, MR spectroscopy, behavioral), querying BIDS layouts, validating compliance, converting DICOM to BIDS, writing metadata sidecars…
Lord1Egypt/scientific-agent-toolkit
Skill Claude CodeCodex
Comprehensive molecular biology toolkit. Use for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogenetics, and programmatic NCBI/PubMed access (Bio.Entrez). Best for batch processing, custom bioinformatics pipelines, BLAST automation. For quick lookups use gget; for multi-service integration use…
Lord1Egypt/scientific-agent-toolkit
Skill Claude CodeCodex
Unified Python interface to 40+ bioinformatics services. Use when querying multiple databases (UniProt, KEGG, ChEMBL, Reactome) in a single workflow with consistent API. Best for cross-database analysis, ID mapping across services. For quick single-database lookups use gget; for sequence/file manipulation use…
Lord1Egypt/scientific-agent-toolkit
Skill Claude CodeCodex
Query the CELLxGENE Census (61M+ cells) programmatically. Use when you need expression data across tissues, diseases, or cell types from the largest curated single-cell atlas. Best for population-scale queries, reference atlas comparisons. For analyzing your own data use scanpy or scvi-tools.
Lord1Egypt/scientific-agent-toolkit
Skill Claude CodeCodex
Google quantum computing framework. Use when targeting Google Quantum AI hardware, designing noise-aware circuits, or running quantum characterization experiments. Best for Google hardware, noise modeling, and low-level circuit design. For IBM hardware use qiskit; for quantum ML with autodiff use pennylane; for…
Lord1Egypt/scientific-agent-toolkit
Skill Claude CodeCodex
Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill should be used when you need to find papers, verify citation information, convert DOIs to BibTeX, or ensure…
Lord1Egypt/scientific-agent-toolkit
Skill Claude CodeCodex
Climate and Earth system data analysis using xarray, cartopy, cfgrib, and CMIP6/ERA5 datasets. Use for loading NetCDF/GRIB climate data, computing climatologies, spatial aggregation, anomaly detection, bias correction, and publication-quality climate maps. Best for atmospheric, oceanic, and land surface data analysis.
Lord1Egypt/scientific-agent-toolkit
Skill Claude CodeCodex
Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, including patient cohort analyses (biomarker-stratified with outcomes) and treatment recommendation reports (evidence-based guidelines with decision algorithms). Supports GRADE evidence grading…
Lord1Egypt/scientific-agent-toolkit
Skill Claude CodeCodex
Write comprehensive clinical reports including case reports (CARE guidelines), diagnostic reports (radiology/pathology/lab), clinical trial reports (ICH-E3, SAE, CSR), and patient documentation (SOAP, H&P, discharge summaries). Full support with templates, regulatory compliance (HIPAA, FDA, ICH-GCP), and validation…
Lord1Egypt/scientific-agent-toolkit
Skill Claude CodeCodex
Constraint-based metabolic modeling (COBRA). FBA, FVA, gene knockouts, flux sampling, SBML models, for systems biology and metabolic engineering analysis.
Lord1Egypt/scientific-agent-toolkit
Skill Claude CodeCodex
Run a multi-perspective Mind Council deliberation on any question, decision, or creative challenge. Use this skill whenever the user wants diverse viewpoints, needs help making a tough decision, asks for a council/panel/board discussion, wants to explore a problem from multiple angles, requests devil's advocate…
Lord1Egypt/scientific-agent-toolkit
Skill Claude CodeCodex
CRISPR genetic screen analysis using MAGeCK, CRISPRclean, and crispy. Use for pooled CRISPR knockout/activation screens, sgRNA count normalization, gene essentiality scoring, hit calling, pathway enrichment, and QC of CRISPR screen data. Supports both positive and negative selection screens.
Lord1Egypt/scientific-agent-toolkit
Skill Claude CodeCodex
Distributed computing for larger-than-RAM pandas/NumPy workflows. Use when you need to scale existing pandas/NumPy code beyond memory or across clusters. Best for parallel file processing, distributed ML, integration with existing pandas code. For out-of-core analytics on single machine use vaex; for in-memory speed…
Lord1Egypt/scientific-agent-toolkit
Skill Claude CodeCodex
Search 78 public scientific, biomedical, materials science, and economic databases via REST APIs. Covers physics/astronomy (NASA, NIST, SDSS, SIMBAD), earth/environment (USGS, NOAA, EPA), chemistry/drugs (PubChem, ChEMBL, DrugBank, FDA, KEGG, ZINC, BindingDB), materials (Materials Project, COD), biology/genomics…
Lord1Egypt/scientific-agent-toolkit
Skill Claude CodeCodex
Pythonic wrapper around RDKit with simplified interface and sensible defaults. Preferred for standard drug discovery including SMILES parsing, standardization, descriptors, fingerprints, clustering, 3D conformers, parallel processing. Returns native rdkit.Chem.Mol objects. For advanced control or custom parameters…
Lord1Egypt/scientific-agent-toolkit
Skill Claude CodeCodex
Molecular ML with diverse featurizers and pre-built datasets. Use for property prediction (ADMET, toxicity) with traditional ML or GNNs when you want extensive featurization options and MoleculeNet benchmarks. Best for quick experiments with pre-trained models, diverse molecular representations. For graph-first…