halflifezyf2680

64 mods across 3 repositories, 24 stars between them.

mpm-coding

01

halflifezyf2680/MPM-Coding

MCP server Claude CodeCodexCursor +2

MCP server "mpm-coding" as configured in halflifezyf2680/MPM-Coding. Launched with https://github.com/halflifezyf2680/MPM-Coding/releases/download/v2.9.5/mpm-codin.

17 2mo ago A tokens not measured original MIT

mpm-vibe-coding

02

halflifezyf2680/MPM-Coding

MCP server Claude CodeCodexCursor +2

MCP server "mpm-vibe-coding" as configured in halflifezyf2680/MPM-Coding. Launched with https://github.com/halflifezyf2680/MPM-Coding/releases/download/v1.15.1/mpm-vibe.

17 2mo ago A tokens not measured original MIT

人类学家

03

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.

4 3mo ago A 49 tokens

地理学家

04

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.

4 3mo ago A 54 tokens

历史学家

05

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.

4 3mo ago A 41 tokens

叙事学家

06

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.

4 3mo ago A 47 tokens

心理学家

07

halflifezyf2680/Skill-Shelf

Skill Claude CodeCodex

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

4 3mo ago A 36 tokens

学习规划师

08

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.

4 3mo ago A 82 tokens

adaptyv

09

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…

4 3mo ago A 113 tokens

aeon

10

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…

4 3mo ago A 74 tokens

anndata

11

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.

4 3mo ago A 63 tokens

arboreto

12

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…

4 3mo ago A 66 tokens

astropy

13

halflifezyf2680/Skill-Shelf

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…

4 3mo ago A 84 tokens

bgpt-paper-search

14

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…

4 3mo ago A 64 tokens

bids

15

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…

4 3mo ago A 80 tokens

biopython

16

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…

4 3mo ago A 76 tokens

bioservices

17

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…

4 3mo ago A 73 tokens

cellxgene-census

18

halflifezyf2680/Skill-Shelf

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.

4 3mo ago A 67 tokens

cirq

19

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…

4 3mo ago A 67 tokens

citation-management

20

halflifezyf2680/Skill-Shelf

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…

4 3mo ago A 68 tokens

cobrapy

21

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.

4 3mo ago A 38 tokens

database-lookup

22

halflifezyf2680/Skill-Shelf

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…

4 3mo ago B 242 tokens

datamol

23

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…

4 3mo ago A 67 tokens

deepchem

24

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…

4 3mo ago A 78 tokens