halflifezyf2680/Skill-Shelf

4Stars on the repository
248Mods indexed here, across every type
todayLast push, which is what freshness is scored on
customA LICENSE file GitHub cannot name, so bodies are not copied

人类学家

01

halflifezyf2680/Skill-Shelf

Skill Claude CodeCodex

An anthropology specialist for designing cultures, rituals, family relationships, belief systems, and societies that fit together consistently. Anthropology is the study of human cultures and social life.

not rated 4 changed today A 49 tokens

地理学家

02

halflifezyf2680/Skill-Shelf

Skill Claude CodeCodex

A geography specialist for building physically and culturally coherent settings. Geography studies places, landscapes, climate, resources, maps, and how people are distributed across space.

not rated 4 changed today A 54 tokens

历史学家

03

halflifezyf2680/Skill-Shelf

Skill Claude CodeCodex

A historical analysis guide for examining periods, material culture, and methods used by historians. It uses primary sources from the time and later scholarly sources to check whether historical details fit.

not rated 4 changed today A 41 tokens

叙事学家

04

halflifezyf2680/Skill-Shelf

Skill Claude CodeCodex

A story-analysis and writing advisor based on established theories of narrative, story structure, character arcs, and literary analysis.

not rated 4 changed today A 47 tokens

心理学家

05

halflifezyf2680/Skill-Shelf

Skill Claude CodeCodex

A psychology-based advisor for understanding human behaviour, personality, motivation, and patterns of thinking.

not rated 4 changed today A 36 tokens

学习规划师

06

halflifezyf2680/Skill-Shelf

Skill Claude CodeCodex

A study-planning advisor for Chinese education and exam preparation. It creates study plans based on a learner’s starting point, goal, and available time.

not rated 4 changed today A 82 tokens

adaptyv

07

halflifezyf2680/Skill-Shelf

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 4 changed today A 113 tokens

aeon

08

halflifezyf2680/Skill-Shelf

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 4 changed today A 74 tokens

anndata

09

halflifezyf2680/Skill-Shelf

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 4 changed today A 63 tokens

arboreto

10

halflifezyf2680/Skill-Shelf

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 4 changed today A 66 tokens

astropy

11

halflifezyf2680/Skill-Shelf

Skill Claude CodeCodex

Core Python library for astronomy and astrophysics workflows that need Astropy APIs, including units/quantities, coordinates, FITS I/O, tables, time systems, WCS, and cosmology. Use when implementing or debugging astronomical data analysis code with Astropy.

not rated 4 changed today A 56 tokens

bgpt-paper-search

12

halflifezyf2680/Skill-Shelf

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 4 changed today A 64 tokens

bids

13

halflifezyf2680/Skill-Shelf

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 4 changed today A 80 tokens

biopython

14

halflifezyf2680/Skill-Shelf

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 4 changed today A 76 tokens

bioservices

15

halflifezyf2680/Skill-Shelf

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 4 changed today A 73 tokens

cellxgene-census

16

halflifezyf2680/Skill-Shelf

Skill Claude CodeCodex

Query the CZ CELLxGENE Census programmatically for versioned public single-cell and spatial transcriptomics data. Use when you need population-scale cell metadata, gene expression slices, Census summary counts, source H5AD URIs/downloads, embeddings, spatial Census data, or reference atlas comparisons across…

not rated 4 changed today A 97 tokens

cirq

17

halflifezyf2680/Skill-Shelf

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 4 changed today A 67 tokens

citation-management

18

halflifezyf2680/Skill-Shelf

Skill Claude CodeCodex

Comprehensive citation management for academic research. Search OpenAlex, PubMed, and Google Scholar 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…

not rated 4 changed today A 72 tokens

cobrapy

19

halflifezyf2680/Skill-Shelf

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 4 changed today A 38 tokens

database-lookup

20

halflifezyf2680/Skill-Shelf

Skill Claude CodeCodex

Query documented public database APIs with explicit endpoints, filters, pagination, and provenance. Use when a scientific, regulatory, financial, or other database-backed fact must be retrieved reproducibly from a named source rather than inferred from general knowledge.

not rated 4 changed today B 50 tokens

datamol

21

halflifezyf2680/Skill-Shelf

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 4 changed today A 67 tokens

deepchem

22

halflifezyf2680/Skill-Shelf

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 4 changed today A 78 tokens

deeptools

23

halflifezyf2680/Skill-Shelf

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 4 changed today A 51 tokens

depmap

24

halflifezyf2680/Skill-Shelf

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 4 changed today A 52 tokens

At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: