jimmc414

126 mods across 5 repositories, 2.8k stars between them.

kosmos_architect

01

jimmc414/Kosmos

Agent Claude Code

Senior architect agent for Kosmos codebase analysis. Generates WARMSTART.md documentation for AI programmers. Use for onboarding, architecture overview, refreshing documentation, or answering architecture questions.

574 5mo ago A 40 tokens

README

02

jimmc414/Kosmos

Command Claude Code

This directory contains custom slash commands for Claude Code.

574 5mo ago A 0 tokens

hn-rewrite

03

jimmc414/Kosmos

Command Claude Code

Read {{arg1}} (either a file path or GitHub issue URL) and rewrite it in a technical, matter-of-fact style suitable for a discerning Hacker News audience.

574 5mo ago A 0 tokens

kosmos-e2e-testing

04

jimmc414/Kosmos

Skill Claude CodeCodex

Comprehensive end-to-end testing automation for the Kosmos autonomous AI scientist project. Supports local models (Ollama), external APIs (Anthropic/OpenAI), and Docker sandbox for full workflow testing.

574 5mo ago B 0 tokens

Kosmos

05

jimmc414/Kosmos

Plugin Claude Code

Plugin marketplace listing 1 plugin: scientific-skills.

574 5mo ago A tokens not measured

aeon

06

jimmc414/Kosmos

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…

574 5mo ago A 74 tokens

alphafold-database

07

jimmc414/Kosmos

Skill Claude CodeCodex

Access AlphaFold's 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.

574 5mo ago A 55 tokens

anndata

08

jimmc414/Kosmos

Skill Claude CodeCodex

This skill should be used when working with annotated data matrices in Python, particularly for single-cell genomics analysis, managing experimental measurements with metadata, or handling large-scale biological datasets. Use when tasks involve AnnData objects, h5ad files, single-cell RNA-seq data, or integration with…

574 5mo ago A 67 tokens

arboreto

09

jimmc414/Kosmos

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…

574 5mo ago A 66 tokens

astropy

10

jimmc414/Kosmos

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…

574 5mo ago A 84 tokens

jimmc414/Kosmos

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.

574 5mo ago A 44 tokens

biomni

12

jimmc414/Kosmos

Skill Claude CodeCodex

Autonomous biomedical AI agent framework for executing complex research tasks across genomics, drug discovery, molecular biology, and clinical analysis. Use this skill when conducting multi-step biomedical research including CRISPR screening design, single-cell RNA-seq analysis, ADMET prediction, GWAS interpretation…

574 5mo ago A 82 tokens

biopython

13

jimmc414/Kosmos

Skill Claude CodeCodex

Primary Python toolkit for molecular biology. Preferred for Python-based PubMed/NCBI queries (Bio.Entrez), sequence manipulation, file parsing (FASTA, GenBank, FASTQ, PDB), advanced BLAST workflows, structures, phylogenetics. For quick BLAST, use gget. For direct REST API, use pubmed-database.

574 5mo ago A 76 tokens

biorxiv-database

14

jimmc414/Kosmos

Skill Claude CodeCodex

Efficient database search tool for bioRxiv preprint server. Use this skill when searching for life sciences preprints by keywords, authors, date ranges, or categories, retrieving paper metadata, downloading PDFs, or conducting literature reviews.

574 5mo ago A 52 tokens

bioservices

15

jimmc414/Kosmos

Skill Claude CodeCodex

Primary Python tool for 40+ bioinformatics services. Preferred for multi-database workflows: UniProt, KEGG, ChEMBL, PubChem, Reactome, QuickGO. Unified API for queries, ID mapping, pathway analysis. For direct REST control, use individual database skills (uniprot-database, kegg-database).

574 5mo ago A 72 tokens

cellxgene-census

16

jimmc414/Kosmos

Skill Claude CodeCodex

Query CZ CELLxGENE Census (61M+ cells). Filter by cell type/tissue/disease, retrieve expression data, integrate with scanpy/PyTorch, for population-scale single-cell analysis.

574 5mo ago A 47 tokens

chembl-database

17

jimmc414/Kosmos

Skill Claude CodeCodex

Query ChEMBL's bioactive molecules and drug discovery data. Search compounds by structure/properties, retrieve bioactivity data (IC50, Ki), find inhibitors, perform SAR studies, for medicinal chemistry.

574 5mo ago A 46 tokens

jimmc414/Kosmos

Skill Claude CodeCodex

Query ClinicalTrials.gov via API v2. Search trials by condition, drug, location, status, or phase. Retrieve trial details by NCT ID, export data, for clinical research and patient matching.

574 5mo ago A 47 tokens

clinpgx-database

19

jimmc414/Kosmos

Skill Claude CodeCodex

Access ClinPGx pharmacogenomics data (successor to PharmGKB). Query gene-drug interactions, CPIC guidelines, allele functions, for precision medicine and genotype-guided dosing decisions.

574 5mo ago A 45 tokens

clinvar-database

20

jimmc414/Kosmos

Skill Claude CodeCodex

Query NCBI ClinVar for variant clinical significance. Search by gene/position, interpret pathogenicity classifications, access via E-utilities API or FTP, annotate VCFs, for genomic medicine.

574 5mo ago A 45 tokens

cobrapy

21

jimmc414/Kosmos

Skill Claude CodeCodex

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

574 5mo ago A 38 tokens

cosmic-database

22

jimmc414/Kosmos

Skill Claude CodeCodex

Access COSMIC cancer mutation database. Query somatic mutations, Cancer Gene Census, mutational signatures, gene fusions, for cancer research and precision oncology. Requires authentication.

574 5mo ago A 39 tokens

dask

23

jimmc414/Kosmos

Skill Claude CodeCodex

Parallel/distributed computing. Scale pandas/NumPy beyond memory, parallel DataFrames/Arrays, multi-file processing, task graphs, for larger-than-RAM datasets and parallel workflows.

574 5mo ago A 39 tokens

datacommons-client

24

jimmc414/Kosmos

Skill Claude CodeCodex

Work with Data Commons, a platform providing programmatic access to public statistical data from global sources. Use this skill when working with demographic data, economic indicators, health statistics, environmental data, or any public datasets available through Data Commons. Applicable for querying population…

574 5mo ago A 77 tokens