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NeVibeCode · 1,439 items

Skills for Data and databases

Skills for Data and databases: what each one does, an install command and example prompts.

async-io-model tursodatabase skill Teaches the agent Turso's cooperative async I/O patterns: explicit state machines, IOResult, and avoiding re-entrancy bugs. CX Codex +1 1,300installs debugging tursodatabase skill A skill for tracking down tursodb bugs: compare bytecode against SQLite, turn on trace logs, run ThreadSanitizer, replay a seed and measure stack use. CX Codex +1 1,300installs agent-memory-systems sickn33 skill Skill for designing agent memory with per-user and per-tenant isolation. Build RAG, conversation history, and vector stores so that one client's data stays separate from another. CX Codex +1 2,000installs database-lookup K-Dense-AI skill Queries 80 documented public database APIs with explicit filters, pagination, and provenance. It is useful when scientific or financial facts require reproducible citations. CX Codex +1 2,100installs seaborn K-Dense-AI skill A skill that gets your coding agent building seaborn plots from pandas DataFrames: distributions, regressions, pairplots and heatmaps, written against the current API. CX Codex +1 2,100installs statsmodels K-Dense-AI skill This skill teaches the agent to fit and diagnose Python statistical models: OLS, GLM, discrete outcomes and time series. Useful when you need coefficients plus a check on model assumptions. CX Codex +1 2,100installs exploratory-data-analysis K-Dense-AI skill Runs bounded local exploratory analysis on scientific files like CSV, NumPy, and HDF5. It profiles datasets safely without network access or raw data leakage. CX Codex +1 2,100installs recsys-pipeline-architect Seth Hobson skill Designs six-stage recommendation, ranking, and feed pipelines. Use it when a system must choose the top K items for a user and context. CX Codex 4,200installs umap-learn K-Dense-AI skill This skill guides UMAP-based dimensionality reduction, 2D/3D embeddings, and clustering preparation. Use it when an agent needs supervised or semi-supervised UMAP workflows. CX Codex +1 2,000installs optimize-for-gpu K-Dense-AI skill Accelerates data-heavy Python workloads on NVIDIA GPUs and benchmarks the end-to-end speedup against the CPU baseline. CX Codex +1 2,000installs dask K-Dense-AI skill A skill that teaches the agent to use Dask for DataFrames, arrays and tasks that outgrow RAM or run across a cluster. CX Codex +1 2,000installs shap K-Dense-AI skill Guides AI agents in explaining and auditing machine learning predictions with SHAP. Useful for selecting explainers, checking additivity, and rendering attribution plots. CX Codex +1 2,000installs networkx K-Dense-AI skill Build, analyse and visualise Python graphs with NetworkX. Use it for routes, centrality, communities and graph file formats. CX Codex +1 2,000installs polars K-Dense-AI skill The skill gives agents reference material on Polars, the Python DataFrame library with lazy evaluation and an expression-based API for ETL and pandas migration. CX Codex +1 2,000installs mvcc tursodatabase skill Architectural reference for experimental MVCC in Turso: row versioning, snapshot isolation, and known memory limits. Useful when working on database internals. CX Codex +1 1,200installs differential-fuzzer tursodatabase skill This skill guides Turso differential fuzzer runs and investigates differences against SQLite. Use it when generated SQL may expose correctness bugs. CX Codex +1 1,200installs transaction-correctness tursodatabase skill Explains how transactions work in Turso: WAL mechanics, checkpointing, crash recovery, and concurrency rules. CX Codex +1 1,200installs rag-architect https://github.com/Jeffallan skill Designs production RAG systems: chunks documents, generates embeddings, configures vector stores, builds hybrid search pipelines, and evaluates retrieval quality. CX Codex +1 4,700installs tiledbvcf K-Dense-AI skill This skill stores genomic variants in TileDB-VCF, ingests VCF/BCF files, and queries data by region or sample. Use it for cohort workflows. CX Codex +1 1,900installs omero-integration K-Dense-AI skill A skill that lets your agent inventory and automate microscopy data on OMERO.server: object traversal, metadata export, import planning. CX Codex +1 1,900installs pyopenms K-Dense-AI skill Processes mass spectrometry data for proteomics and metabolomics using pyOpenMS. It detects features, identifies peptides, and generates multi-sample quantification matrices. CX Codex +1 1,900installs polars-bio K-Dense-AI skill Genomic interval arithmetic on Polars DataFrames, plus readers and writers for formats from BED to CRAM. Built for coordinate-aware joins in a Python pipeline. CX Codex +1 1,900installs histolab K-Dense-AI skill Prepares whole-slide histology images by segmenting tissue masks, extracting tiles, and normalizing H&E staining. CX Codex +1 1,900installs lamindb K-Dense-AI skill Keeps a LaminDB registry of biological datasets and models: artifact registration, schemas, Bionty annotation, metadata search. CX Codex +1 1,900installs matchms K-Dense-AI skill Cleans, filters, and compares tandem mass spectra using matchms. Useful for searching MS/MS reference libraries, calculating spectral similarity, and building score matrices. CX Codex +1 1,900installs usfiscaldata K-Dense-AI skill Queries U.S. Treasury fiscal data for debt, statements, rates and auctions through a REST API. Use it when federal financial figures are needed without an API key. CX Codex +1 1,900installs scvelo K-Dense-AI skill Runs RNA velocity analysis from spliced and unspliced count matrices using scVelo. Useful for directional trajectory hypotheses alongside Scanpy workflows. CX Codex +1 1,900installs flowio K-Dense-AI skill Reads and writes flow cytometry FCS 2.0, 3.0 and 3.1 files: metadata, channels, events as NumPy. Useful when you need to look inside an FCS file or feed it to pandas. CX Codex +1 1,900installs pytdc K-Dense-AI skill Integrates Therapeutics Data Commons workflows into coding agents to discover ML datasets, plan task splits, and run molecular oracles safely. CX Codex +1 1,900installs geniml K-Dense-AI skill Checks BED and genomic-universe contracts, then plans Region2Vec and scEmbed runs. Use it before local genomic-interval analysis. CX Codex +1 1,900installs depmap K-Dense-AI skill A skill for discovering and analyzing Cancer Dependency Map data. Helps examine CRISPR Chronos gene effects, co-essentiality, and PRISM compound responses. CX Codex +1 1,900installs pysam K-Dense-AI skill Guides agents through Python and HTSlib workflows for genomic files like BAM, CRAM, and VCF. Useful when extracting alignments, filtering reads, and computing coverage. CX Codex +1 1,900installs neurokit2 K-Dense-AI skill Builds reproducible physiological time-series workflows in NeuroKit2 0.2.13. Helps audit biosignals, verify data contracts, and prevent package conflicts. CX Codex +1 1,900installs zarr-python K-Dense-AI skill Stores and queries chunked N-D scientific arrays with Zarr-Python 3. Useful for configuring sharding, codecs, and remote storage access. CX Codex +1 1,900installs pyhealth K-Dense-AI skill Builds and validates PyHealth pipelines for clinical data: EHR, signals, imaging, medical codes. Useful when modelling mortality, readmission or length of stay. CX Codex +1 1,900installs pymatgen K-Dense-AI skill Analyzes, validates, converts, and transforms materials structures and computed data with pymatgen. Use it for phase diagrams, symmetry checks, electronic-structure files, and bounded Materials Project queries. CX Codex +1 1,900installs imaging-data-commons K-Dense-AI skill Skill for searching and downloading public medical imaging data from the NCI Imaging Data Commons repository. Works with DICOM, CT, MR, PET and digital pathology without authentication for basic queries. CX Codex +1 1,900installs vaex K-Dense-AI skill A skill for columnar analysis on a single machine when data exceeds available memory. Process HDF5, Arrow, CSV, and Parquet through lazy Vaex expressions, virtual columns, and streamed statistics. CX Codex +1 1,900installs benchling-integration K-Dense-AI skill Automates Benchling laboratory data workflows using Python SDK 1.25.0 and REST API v2. Useful for managing registry entities, sample inventory, and ELN entries. CX Codex +1 1,900installs datamol K-Dense-AI skill Guides an agent through molecular data work with datamol and RDKit, from SMILES parsing to descriptors, clustering, and 3D conformers. CX Codex +1 1,900installs

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