ai4nucleome

60 mods across 1 repository, 111 stars between them.

biomaster-check

01

ai4nucleome/BioMaster

Agent

Verify BioMaster step outputs, maintain CHECKREPORT.yaml and PROJECTLOG.yaml, and emit structured check results.

111 1mo ago A 26 tokens

biomaster-plan

04

ai4nucleome/BioMaster

Agent

Primary BioMaster agent. Collects goals, selects/reuses a project folder, routes through SQLite, generates PLAN.yaml, and coordinates workers.

111 1mo ago A 33 tokens

ai4nucleome/BioMaster

Agent

Skill curator. Evaluates raw material, and (re)divides it into a curated macro/micro + structured-steps BioSkill via the bioskills-author tool.

111 1mo ago A 41 tokens

ai4nucleome/BioMaster

Agent

Skill generator. Synthesizes a brand-new curated BioSkill from a paper / URL / GitHub repo plus a required skill-focus description, using webfetch to read source material and the bioskills-author tool to write.

111 1mo ago A 52 tokens

biomaster-skiller

07

ai4nucleome/BioMaster

Agent

Skill router. Decides which BioSkills layer (macro/micro) each sub-agent sees and fetches it via the bioskills tool.

111 1mo ago A 34 tokens

ai4nucleome/BioMaster

Skill Claude CodeCodex

Automated and marker-guided single-cell cell type annotation using CellTypist, marker review, reference transfer, and confidence-aware label curation.

111 1mo ago A 36 tokens

ai4nucleome/BioMaster

Skill Claude CodeCodex

Workflow for paired or integrated single-cell RNA and ATAC analysis with multimodal latent spaces and regulatory interpretation.

111 1mo ago A 33 tokens

ai4nucleome/BioMaster

Skill Claude CodeCodex

Standard scRNA-seq preprocessing and clustering with Scanpy: QC, filtering, normalization, HVG selection, PCA, neighbors, UMAP, and Leiden clustering, producing an analysis-ready AnnData object.

111 1mo ago A 52 tokens

ai4nucleome/BioMaster

Skill Claude CodeCodex

Router/index skill over 1,676 deduplicated biomedical AI agent skills aggregated from 20 repositories into 15 categories; use it to search the index, locate the best-matching skill, fetch its SKILL.md on demand, and follow it.

111 1mo ago A 62 tokens

ai4nucleome/BioMaster

Skill Claude CodeCodex

End-to-end protein binder design via BindCraft AF2 hallucination with built-in validation; runs on Modal or locally and reports per-design QC metrics.

111 1mo ago A 35 tokens

biomaster

16

ai4nucleome/BioMaster

Skill Claude CodeCodex

Load BioMaster as one integrated skill-driven bioinformatics assistant.

111 1mo ago A 16 tokens

ai4nucleome/BioMaster

Skill Claude CodeCodex

Map query scRNA-seq data onto a pre-trained reference atlas via scArches surgical transfer learning (scVI/scANVI) to obtain a shared latent embedding and transferred cell type labels without retraining the reference.

111 1mo ago A 51 tokens

ai4nucleome/BioMaster

Skill Claude CodeCodex

Integrate multiple scRNA-seq batches to remove batch effects while preserving biological variation, using Harmony, scVI, Seurat anchors, or fastMNN.

111 1mo ago A 39 tokens

ai4nucleome/BioMaster

Skill Claude CodeCodex

Meta-skill that installs the full bioSkills collection (425 skills across 62 categories) into a BioMaster project's bioskills library.

111 1mo ago A 35 tokens

ai4nucleome/BioMaster

Skill Claude CodeCodex

Automated cell type annotation for preprocessed single-cell data using reference-based and custom classifiers (CellTypist, SingleR, Azimuth, scPred), with confidence filtering, consensus voting, and marker-based validation.

111 1mo ago A 49 tokens