Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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pysam
Genomic file toolkit. Read/write SAM/BAM/CRAM alignments, VCF/BCF variants, FASTA/FASTQ sequences, extract regions, calculate coverage, for NGS data processing pipelines.
Microck/ordinary-claude-skills 152
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polars
Fast DataFrame library (Apache Arrow). Select, filter, group_by, joins, lazy evaluation, CSV/Parquet I/O, expression API, for high-performance data analysis workflows.
Microck/ordinary-claude-skills 152
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pymatgen
Materials science toolkit. Crystal structures (CIF, POSCAR), phase diagrams, band structure, DOS, Materials Project integration, format conversion, for computational materials science.
Microck/ordinary-claude-skills 152
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scientific-brainstorming
Research ideation partner. Generate hypotheses, explore interdisciplinary connections, challenge assumptions, develop methodologies, identify research gaps, for creative scientific problem-solving.
Microck/ordinary-claude-skills 152
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perplexity-search
Perform AI-powered web searches with real-time information using Perplexity models via LiteLLM and OpenRouter. This skill should be used when conducting web searches for current information, finding recent scientific literature, getting grounded answers with source citations, or accessing information beyond the model's knowledge cutoff. Provides access to multiple Perplexity models including Sonar Pro, Sonar Pro Search (advanced agentic search), and Sonar Reasoning Pro through a single OpenRouter API key.
Microck/ordinary-claude-skills 152
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openalex-database
Query and analyze scholarly literature using the OpenAlex database. This skill should be used when searching for academic papers, analyzing research trends, finding works by authors or institutions, tracking citations, discovering open access publications, or conducting bibliometric analysis across 240M+ scholarly works. Use for literature searches, research output analysis, citation analysis, and academic database queries.
Microck/ordinary-claude-skills 152
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matplotlib
Foundational plotting library. Create line plots, scatter, bar, histograms, heatmaps, 3D, subplots, export PNG/PDF/SVG, for scientific visualization and publication figures.
Microck/ordinary-claude-skills 152
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dask
Parallel/distributed computing. Scale pandas/NumPy beyond memory, parallel DataFrames/Arrays, multi-file processing, task graphs, for larger-than-RAM datasets and parallel workflows.
Microck/ordinary-claude-skills 152
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fda-database
Query openFDA API for drugs, devices, adverse events, recalls, regulatory submissions (510k, PMA), substance identification (UNII), for FDA regulatory data analysis and safety research.
Microck/ordinary-claude-skills 152
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nondominium-holochain-dna-dev
Specialized skill for nondominium Holochain DNA development, focusing on zome creation, entry patterns, integrity/coordinator architecture, ValueFlows compliance, and WASM optimization. Use when creating new zomes, implementing entry types, or modifying Holochain DNA code.
Microck/ordinary-claude-skills 152
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fluidsim
Framework for computational fluid dynamics simulations using Python. Use when running fluid dynamics simulations including Navier-Stokes equations (2D/3D), shallow water equations, stratified flows, or when analyzing turbulence, vortex dynamics, or geophysical flows. Provides pseudospectral methods with FFT, HPC support, and comprehensive output analysis.
Microck/ordinary-claude-skills 152
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metabolomics-workbench-database
Access NIH Metabolomics Workbench via REST API (4,200+ studies). Query metabolites, RefMet nomenclature, MS/NMR data, m/z searches, study metadata, for metabolomics and biomarker discovery.
Microck/ordinary-claude-skills 152
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run-tests
Validate code changes by intelligently selecting and running the appropriate test suites. Use this when editing code to verify changes work correctly, run tests, validate functionality, or check for regressions. Automatically discovers affected test suites, selects the minimal set of venvs needed for validation, and handles test execution with Docker services as needed.
Microck/ordinary-claude-skills 152
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skill-navigator
The 100th skill! Your intelligent guide to all 99 other skills. Recommends the perfect skill for any task, creates skill combinations, and helps you discover capabilities you didn't know you had.
Microck/ordinary-claude-skills 152
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AgentDB Advanced Features
Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics, hybrid search, and distributed systems integration. Use when building distributed AI systems, multi-agent coordination, or advanced vector search applications.
Microck/ordinary-claude-skills 152
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astropy
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 coordinate transformations, unit conversions, FITS file manipulation, cosmological distance calculations, time scale conversions, or astronomical data processing.
Microck/ordinary-claude-skills 152
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pyhealth
Comprehensive healthcare AI toolkit for developing, testing, and deploying machine learning models with clinical data. This skill should be used when working with electronic health records (EHR), clinical prediction tasks (mortality, readmission, drug recommendation), medical coding systems (ICD, NDC, ATC), physiological signals (EEG, ECG), healthcare datasets (MIMIC-III/IV, eICU, OMOP), or implementing deep learning models for healthcare applications (RETAIN, SafeDrug, Transformer, GNN).
Microck/ordinary-claude-skills 152
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unity-editor
Remote control Unity Editor via CLI using unityctl. Activate when user mentions Unity Editor, play mode, asset compilation, Unity console logs, C# script debugging, Unity tests, scene loading, screenshots, or video recording. Use for launching/stopping editor, entering/exiting play mode, compiling scripts, viewing logs, loading scenes, running tests, capturing screenshots, recording video, or executing arbitrary C# in Unity context.
DirtybitGames/unityctl 10
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release
Create a new release of unityctl. Analyzes changes since last tag, determines version bump type (major/minor/patch), updates version, builds, commits, tags, and creates a draft GitHub release with changelog.
DirtybitGames/unityctl 10
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demo-page
Rebuild and publish the unityctl demo page hosted at https://dirtybitgames.github.io/unityctl/. Use when asked to update the demo, rebuild the demo page, update gh-pages, or refresh the demo screenshots/video.
DirtybitGames/unityctl 10
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unity-editor
Remote control Unity Editor via CLI using unityctl. Activate when user mentions Unity Editor, play mode, asset compilation, Unity console logs, C# script debugging, Unity tests, scene loading, screenshots, or video recording. Use for launching/stopping editor, entering/exiting play mode, compiling scripts, viewing logs, loading scenes, running tests, capturing screenshots, recording video, or executing arbitrary C# in Unity context.
DirtybitGames/unityctl 10
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unityctl-plugins
Create unityctl plugins. Use when the user wants to create, scaffold, or write a unityctl plugin (script or executable).
DirtybitGames/unityctl 10
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python-packaging-env-finder
Investigate environment variables that can be set when building Python wheels for a given project. Analyzes setup.py, CMake files, and other build configuration files to discover customizable build environment variables.
opendatahub-io/ai-helpers 21
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torchtalk-analyzer
Analyze PyTorch internals across Python, C++, and CUDA layers using the TorchTalk MCP server. Use when asked about how PyTorch operators work internally, where functions are implemented, what would break if code is modified, or finding tests for PyTorch operators.
opendatahub-io/ai-helpers 21