crazymsn/academic-skills

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22Stars on the repository
139Mods indexed here, across every type
3mo agoLast push, which is what freshness is scored on
MITLicence, which decides whether bodies are shown

adaptyv

01

crazymsn/academic-skills

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…

not rated 22 3mo ago A 113 tokens copy · 86% MIT

aeon

02

crazymsn/academic-skills

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…

not rated 22 3mo ago A 74 tokens copy · 95% MIT

anndata

03

crazymsn/academic-skills

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.

not rated 22 3mo ago A 63 tokens copy · 88% MIT

arboreto

04

crazymsn/academic-skills

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…

not rated 22 3mo ago A 66 tokens copy · 94% MIT

astropy

05

crazymsn/academic-skills

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…

not rated 22 3mo ago A 84 tokens copy · 84% MIT

autoskill

06

crazymsn/academic-skills

Skill Claude CodeCodex

Observe the user's screen via screenpipe, detect repeated research workflows, match them against existing academic-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 what they…

not rated 22 3mo ago B 122 tokens copy · 88% MIT

crazymsn/academic-skills

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.

not rated 22 3mo ago A 44 tokens copy · 92% MIT

bgpt-paper-search

08

crazymsn/academic-skills

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…

not rated 22 3mo ago A 64 tokens original MIT

bids

09

crazymsn/academic-skills

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…

not rated 22 3mo ago A 80 tokens copy · 97% MIT

biopython

10

crazymsn/academic-skills

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…

not rated 22 3mo ago A 76 tokens copy · 92% MIT

bioservices

11

crazymsn/academic-skills

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…

not rated 22 3mo ago A 73 tokens copy · 77% MIT

cellxgene-census

12

crazymsn/academic-skills

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.

not rated 22 3mo ago A 67 tokens copy · 98% MIT

cirq

13

crazymsn/academic-skills

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…

not rated 22 3mo ago A 67 tokens copy · 98% MIT

citation-management

14

crazymsn/academic-skills

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…

not rated 22 3mo ago A 68 tokens copy · 100% MIT

crazymsn/academic-skills

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…

not rated 22 3mo ago A 97 tokens copy · 98% MIT

clinical-reports

16

crazymsn/academic-skills

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…

not rated 22 3mo ago A 71 tokens copy · 97% MIT

cobrapy

17

crazymsn/academic-skills

Skill Claude CodeCodex

Constraint-based metabolic modeling (COBRA). FBA, FVA, gene knockouts, flux sampling, SBML models, for systems biology and metabolic engineering analysis.

not rated 22 3mo ago A 38 tokens copy · 97% MIT

crazymsn/academic-skills

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…

not rated 22 3mo ago A 129 tokens copy · 100% MIT

dask

19

crazymsn/academic-skills

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…

not rated 22 3mo ago A 69 tokens copy · 91% MIT

database-lookup

20

crazymsn/academic-skills

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…

not rated 22 3mo ago B 242 tokens original MIT

datamol

21

crazymsn/academic-skills

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…

not rated 22 3mo ago A 67 tokens copy · 94% MIT

deepchem

22

crazymsn/academic-skills

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…

not rated 22 3mo ago A 78 tokens copy · 95% MIT

deeptools

23

crazymsn/academic-skills

Skill Claude CodeCodex

NGS analysis toolkit. BAM to bigWig conversion, QC (correlation, PCA, fingerprints), heatmaps/profiles (TSS, peaks), for ChIP-seq, RNA-seq, ATAC-seq visualization.

not rated 22 3mo ago A 51 tokens copy · 97% MIT

depmap

24

crazymsn/academic-skills

Skill Claude CodeCodex

Query the Cancer Dependency Map (DepMap) for cancer cell line gene dependency scores (CRISPR Chronos), drug sensitivity data, and gene effect profiles. Use for identifying cancer-specific vulnerabilities, synthetic lethal interactions, and validating oncology drug targets.

not rated 22 3mo ago A 52 tokens copy · 94% MIT

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