Collection264 items

lifangda/claude-plugins

View on GitHub
25stars

🎯Skills200

🎯peer-review🎯Skill

Automates code review workflows by analyzing pull requests, providing detailed feedback on code quality, style, and potential improvements.

peer-review
🎯image-enhancer🎯Skill

Upscales, sharpens, and restores low-quality images using advanced AI algorithms for enhanced visual clarity and detail preservation

image-enhancer
🎯requesting-code-review🎯Skill

Streamlines code review workflows by generating structured feedback, identifying potential issues, and suggesting improvements across multiple programming languages.

requesting-code-review
🎯prompt-engineering-patterns🎯Skill

Provides reusable templates and strategies for crafting precise, context-aware prompts that improve AI interaction quality and response accuracy.

prompt-engineering-patterns
🎯seaborn🎯Skill

Generates advanced statistical visualizations and plots with Python's Seaborn library, transforming complex data into clear, insightful graphics

seaborn
🎯subagent-driven-development🎯Skill

Orchestrates complex software development tasks by dynamically creating and coordinating specialized AI subagents for design, coding, testing, and documentation

subagent-driven-development
🎯tapestry🎯Skill

Generates complex, interconnected narrative structures and plot diagrams with dynamic character relationships and thematic mapping.

tapestry
🎯test-driven-development🎯Skill

Guides developers through writing tests first, designing modular code, and implementing robust software with systematic TDD workflows and best practices.

test-driven-development
🎯umap-learn🎯Skill

Reduces high-dimensional data to 2-3 dimensions for visualization, clustering, and machine learning with advanced dimensionality reduction techniques.

umap-learn
🎯pubmed-database🎯Skill

Searches, retrieves, and analyzes scientific publications from PubMed, providing structured research insights and citation details.

pubmed-database
🎯executing-plans🎯Skill

Breaks down complex tasks into actionable steps, generates executable code plans, and systematically implements multi-stage problem-solving strategies.

executing-plans
🎯pydicom🎯Skill

Analyze, modify, and convert medical DICOM image files with Python, enabling advanced medical imaging data processing and extraction.

pydicom
🎯typescript-advanced-types🎯Skill

Provides expert guidance on TypeScript's advanced type system, including generics, mapped types, conditional types, and type inference techniques.

typescript-advanced-types
🎯github-actions-templates🎯Skill

Quickly generate and customize GitHub Actions workflow templates for CI/CD, automating build, test, and deployment processes across repositories.

github-actions-templates
🎯rag-implementation🎯Skill

Implements retrieval-augmented generation (RAG) workflows with advanced document indexing, semantic search, and context-aware AI response generation

rag-implementation
🎯using-superpowers🎯Skill

Enhances Claude's capabilities with advanced reasoning, task decomposition, and strategic problem-solving techniques for complex challenges.

using-superpowers
🎯shap🎯Skill

Explains machine learning model interpretability by generating SHAP (SHapley Additive exPlanations) values to understand feature importance and model predictions.

shap
🎯ship-learn-next🎯Skill

Streamlines machine learning model deployment and version tracking for Next.js applications with automated CI/CD and model management workflows.

ship-learn-next
🎯opentargets-database🎯Skill

Queries and retrieves comprehensive genetic, chemical, and clinical data on disease-gene-drug associations from the Open Targets Platform.

opentargets-database
🎯matplotlib🎯Skill

Generates professional data visualizations and plots using Python's matplotlib library, with customizable styles, annotations, and multi-format export options.

matplotlib
🎯hybrid-cloud-networking🎯Skill

Simplifies complex network configurations across cloud providers, enabling seamless connectivity, security, and performance optimization for multi-cloud environments.

hybrid-cloud-networking
🎯pymoo🎯Skill

Optimize complex multi-objective engineering problems using advanced genetic algorithms and evolutionary computation techniques in Python

pymoo
🎯slack-gif-creator🎯Skill

Creates animated GIFs directly in Slack by combining images, adding captions, and applying custom styles for quick visual communication.

slack-gif-creator
🎯pytdc🎯Skill

Converts Python type definitions and complex data structures into clear, readable documentation and type hints.

pytdc
🎯template-skill🎯Skill

Quickly scaffolds and generates custom code project templates with configurable boilerplate for rapid development across different programming languages and frameworks.

template-skill
🎯tooluniverse🎯Skill

Streamlines tool discovery and integration by mapping software ecosystems, recommending compatible tools, and generating connection strategies.

tooluniverse
🎯zarr-python🎯Skill

Efficiently manage large-scale scientific datasets with Zarr's compressed, chunked array storage and parallel processing capabilities in Python.

zarr-python
🎯datamol🎯Skill

Simplifies molecular data processing, chemical structure analysis, and SMILES/SMARTS manipulation for cheminformatics and drug discovery workflows

datamol
🎯arboreto🎯Skill

Generates hierarchical tree diagrams and visualizes complex nested data structures with customizable rendering and export options.

arboreto
🎯tracing-knowledge-lineages🎯Skill

Traces intellectual and conceptual origins of ideas, mapping knowledge evolution across disciplines, authors, and historical contexts.

tracing-knowledge-lineages
🎯uspto-database🎯Skill

Searches and retrieves patent information from the USPTO database, providing detailed insights on inventions, applications, and technical documentation.

uspto-database
🎯artifacts-builder🎯Skill

Streamlines software development by automatically generating project scaffolding, boilerplate code, and configuration files across multiple programming languages and frameworks.

artifacts-builder
🎯mcp-builder🎯Skill

Generates Minecraft Pocket Edition (MCPE) add-ons, behavior packs, and resource packs with automated JSON configuration and template management.

mcp-builder
🎯file-organizer🎯Skill

Automatically sorts, renames, and categorizes files across directories based on custom rules, file types, and metadata.

file-organizer
🎯pulling-updates-from-skills-repository🎯Skill

Automatically synchronizes and updates local Claude skills with the latest versions from the lifangda/claude-plugins GitHub repository

pulling-updates-from-skills-repository
🎯get-available-resources🎯Skill

Retrieves and lists available computational resources, hardware specs, and system capabilities for efficient workload planning and optimization.

get-available-resources
🎯writing-skills🎯Skill

Enhances writing quality by providing advanced editing, style improvement, grammar correction, and tone optimization across various document types.

writing-skills
🎯using-git-worktrees🎯Skill

Efficiently manage multiple branches simultaneously by creating lightweight, independent working directories without multiple clone operations.

using-git-worktrees
🎯email-composer🎯Skill

Drafts professional emails with customizable templates, tone, and context-aware language optimization for various communication scenarios.

email-composer
🎯anndata🎯Skill

Processes and analyzes single-cell RNA sequencing data using AnnData objects, enabling efficient genomic exploration and computational biology workflows

anndata
🎯clinvar-database🎯Skill

Queries and analyzes genetic variant information from ClinVar, providing insights into clinical significance and pathogenicity of genetic variations.

clinvar-database
🎯testing-anti-patterns🎯Skill

Identifies and refactors common testing code smells, guiding developers to write more maintainable, reliable, and efficient test suites.

testing-anti-patterns
🎯markdown-to-epub-converter🎯Skill

Converts Markdown files into professionally formatted EPUB ebooks with automatic table of contents, styling, and cross-platform compatibility.

markdown-to-epub-converter
🎯inversion-exercise🎯Skill

Helps users practice mental flexibility by generating alternative perspectives and counterarguments for a given statement or problem.

inversion-exercise
🎯literature-review🎯Skill

Automates academic research by generating comprehensive literature review drafts, summarizing key papers, and identifying research gaps and trends.

literature-review
🎯paper-2-web🎯Skill

Converts academic papers into web-friendly formats, extracting key insights, generating summaries, and creating interactive HTML representations.

paper-2-web
🎯xlsx🎯Skill

Parses, transforms, and analyzes Excel spreadsheets with advanced data extraction, filtering, and conversion capabilities

xlsx
🎯excel-analysis🎯Skill

Automates complex Excel data processing, performing advanced statistical analysis, pivot table generation, and visualization for business intelligence.

excel-analysis
🎯labarchive-integration🎯Skill

Streamlines data retrieval and synchronization with LabArchive research management platform, enabling seamless data import and export workflows.

labarchive-integration
🎯latchbio-integration🎯Skill

Streamlines bioinformatics workflows by automating data transfer, pipeline execution, and result tracking on the Latch.bio platform.

latchbio-integration
🎯pymatgen🎯Skill

Simplifies materials science computations by providing advanced tools for crystal structure analysis, manipulation, and computational workflows in Python

pymatgen
🎯deployment-pipeline-design🎯Skill

Designs robust CI/CD pipelines with best practices, automating build, test, and deployment workflows across cloud and on-premise infrastructure

deployment-pipeline-design
🎯scikit-learn🎯Skill

Streamlines machine learning workflows by providing expert guidance on model selection, preprocessing, training, evaluation, and deployment using scikit-learn.

scikit-learn
🎯condition-based-waiting🎯Skill

Dynamically pause and resume code execution based on custom conditions, enabling flexible synchronization and event-driven workflow control.

condition-based-waiting
🎯architecture-patterns🎯Skill

Guides software architects in designing scalable, maintainable systems using proven design patterns and architectural best practices across different technology stacks.

architecture-patterns
🎯astropy🎯Skill

Simplifies astronomical data analysis, coordinate transformations, and astrophysical calculations using Python's powerful scientific computing library

astropy
🎯ena-database🎯Skill

Streamlines database operations for ENA (European Nucleotide Archive) by providing efficient querying, parsing, and retrieval of genomic sequence data.

ena-database
🎯brainstorming🎯Skill

Generates creative ideas, frameworks, and structured problem-solving approaches across various domains and project challenges.

brainstorming
🎯datacommons-client🎯Skill

Retrieves and processes demographic, economic, and geographic data from Google's Data Commons using simple API queries and transformations.

datacommons-client
🎯benchling-integration🎯Skill

Streamlines genetic design and data management by connecting Claude with Benchling's API for sequence analysis, annotation, and collaborative research workflows.

benchling-integration
🎯gget🎯Skill

Quickly retrieve and parse GitHub repository information, releases, and metadata using flexible, authenticated GitHub API queries.

gget
🎯dispatching-parallel-agents🎯Skill

Efficiently coordinate and manage multiple AI agents to solve complex tasks concurrently, optimizing workflow and reducing overall processing time.

dispatching-parallel-agents
🎯pptx🎯Skill

Generates, edits, and analyzes PowerPoint presentations with advanced slide manipulation, content extraction, and template creation capabilities.

pptx
🎯cellxgene-census🎯Skill

Explore and analyze large-scale single-cell genomics datasets using the CZ CELLxGENE Census data portal and Python API

cellxgene-census
🎯internal-comms🎯Skill

Streamlines internal communication workflows by drafting, reviewing, and optimizing messages across email, Slack, and team collaboration platforms

internal-comms
🎯uniprot-database🎯Skill

Retrieves, queries, and analyzes protein sequence and functional annotation data from the UniProt protein knowledgebase

uniprot-database
🎯scientific-brainstorming🎯Skill

Generates structured research hypotheses, experimental designs, and innovative scientific approaches across multiple disciplines using systematic ideation techniques.

scientific-brainstorming
🎯cosmic-database🎯Skill

Streamlines astronomical data management by providing advanced querying, visualization, and analysis tools for celestial object catalogs and research datasets.

cosmic-database
🎯pyhealth🎯Skill

Analyzes medical datasets, generates health insights, and builds predictive models using Python libraries for medical research and healthcare analytics

pyhealth
🎯git-commit-helper🎯Skill

Automates and enhances Git commit messages by generating descriptive, conventional commits with context-aware suggestions and semantic versioning guidance.

git-commit-helper
🎯histolab🎯Skill

Processes and analyzes digital pathology whole slide images with advanced tissue segmentation, staining normalization, and computational pathology techniques

histolab
🎯pysam🎯Skill

Analyze and manipulate genomic sequencing data with Python's pysam library for efficient SAM/BAM file processing and bioinformatics workflows

pysam
🎯scikit-bio🎯Skill

Performs advanced bioinformatics analysis with Python, enabling genomic sequence processing, phylogenetic modeling, and microbiome data exploration.

scikit-bio
🎯kegg-database🎯Skill

Queries and analyzes biological pathway and molecular interaction data from the KEGG (Kyoto Encyclopedia of Genes and Genomes) database for research and bioinformatics

kegg-database
🎯clinicaltrials-database🎯Skill

Retrieves, filters, and analyzes clinical trial data from ClinicalTrials.gov to support medical research and evidence-based decision-making.

clinicaltrials-database
🎯collision-zone-thinking🎯Skill

Helps strategists and designers map complex interaction scenarios by visualizing potential conflict points and emergent behaviors in system designs.

collision-zone-thinking
🎯pathml🎯Skill

Automates machine learning pipeline development with path-based data processing, feature engineering, and model training workflows

pathml
🎯uv-package-manager🎯Skill

Streamlines Python package management with efficient dependency resolution, virtual environment setup, and fast installation using the uv package manager.

uv-package-manager
🎯ensembl-database🎯Skill

Retrieves and processes genomic data from the Ensembl database, enabling researchers to query gene information, annotations, and sequences.

ensembl-database
🎯aeon🎯Skill

Generates and manages long-term, self-evolving AI agent configurations with adaptive learning and memory preservation strategies.

aeon
🎯deeptools🎯Skill

Provides advanced deep learning utilities for model architecture exploration, layer analysis, and performance optimization across PyTorch and TensorFlow frameworks.

deeptools
🎯fda-database🎯Skill

Streamlines FDA drug and medical device database queries, providing comprehensive regulatory information and compliance insights.

fda-database
🎯alphafold-database🎯Skill

Retrieves, analyzes, and provides insights from protein structure predictions in the AlphaFold Protein Structure Database

alphafold-database
🎯k8s-security-policies🎯Skill

Generates and validates Kubernetes security policies to enforce least-privilege access, network segmentation, and compliance across clusters.

k8s-security-policies
🎯bioservices🎯Skill

Automates bioinformatics workflows by providing API integrations, data processing, and analysis tools for genomic, proteomic, and molecular research platforms.

bioservices
🎯drugbank-database🎯Skill

Queries and retrieves comprehensive pharmaceutical drug information, molecular structures, and interaction data from the DrugBank knowledge base.

drugbank-database
🎯async-python-patterns🎯Skill

Demonstrates advanced asynchronous programming techniques in Python, covering coroutines, event loops, concurrency patterns, and non-blocking I/O strategies.

async-python-patterns
🎯pci-compliance🎯Skill

Automates PCI DSS security checks, validates payment system configurations, and generates comprehensive compliance reports for financial systems.

pci-compliance
🎯diffdock🎯Skill

Predicts protein-ligand binding poses and interactions using advanced deep learning models for drug discovery and molecular design.

diffdock
🎯simpy🎯Skill

Simplifies Python scientific computing by generating efficient numerical simulations, data analysis scripts, and mathematical modeling workflows.

simpy
🎯clinpgx-database🎯Skill

Manages clinical pharmacogenomics database queries, helping researchers analyze genetic variations and drug response interactions efficiently.

clinpgx-database
🎯video-downloader🎯Skill

Downloads and converts videos from multiple platforms with configurable quality and format settings

video-downloader
🎯gitlab-ci-patterns🎯Skill

Generates optimized GitLab CI/CD pipeline configurations with best practices, performance tuning, and advanced workflow patterns.

gitlab-ci-patterns
🎯chembl-database🎯Skill

Queries and retrieves chemical compound and bioactivity data from the ChEMBL database for drug discovery and research analysis.

chembl-database
🎯esm🎯Skill

Generates and validates ECMAScript Module (ESM) code with best practices, type safety, and modern JavaScript syntax optimization.

esm
🎯biopython🎯Skill

Streamlines bioinformatics workflows by providing Python tools for sequence analysis, genomic data processing, and computational biology tasks.

biopython
🎯nft-standards🎯Skill

Validates and analyzes NFT smart contract standards across Ethereum, Solana, and other blockchain platforms for compliance and best practices.

nft-standards
🎯billing-automation🎯Skill

Automates invoice generation, expense tracking, and payment reconciliation across multiple financial platforms and accounting systems

billing-automation
🎯article-extractor🎯Skill

Extracts clean, structured content from web articles, parsing HTML to retrieve key text, headings, images, and metadata with precision.

article-extractor
🎯flowio🎯Skill

Streamlines data flow and transformation between different file formats, enabling seamless conversion and processing of structured information.

flowio
🎯microservices-patterns🎯Skill

Provides comprehensive guidance on designing, implementing, and scaling microservices architectures with best practices and proven design patterns.

microservices-patterns
🎯context-initialization🎯Skill

Streamlines AI conversation setup by dynamically generating comprehensive initial context and system prompts tailored to specific user goals and interaction scenarios.

context-initialization
🎯helm-chart-scaffolding🎯Skill

Generates production-ready Helm chart templates with best practices, custom configurations, and automated dependency management for Kubernetes deployments.

helm-chart-scaffolding
🎯rdkit🎯Skill

Perform cheminformatics tasks like molecular structure generation, property prediction, and chemical reaction simulation using RDKit's powerful Python library.

rdkit
🎯meeting-insights-analyzer🎯Skill

Automatically summarizes meeting transcripts, extracts key action items, identifies decision points, and generates concise follow-up reports.

meeting-insights-analyzer
🎯torch-geometric🎯Skill

Simplifies graph neural network development with PyTorch Geometric, enabling rapid prototyping and analysis of complex network structures and graph-based machine learning models.

torch-geometric
🎯paypal-integration🎯Skill

Streamlines PayPal payment processing by generating secure integration code, handling webhooks, and managing transaction workflows for web applications

paypal-integration
🎯k8s-manifest-generator🎯Skill

Generates Kubernetes deployment, service, and configuration manifests with best practices, tailored to specific application architectures and infrastructure requirements.

k8s-manifest-generator
🎯webapp-testing🎯Skill

Automates web application testing with comprehensive test case generation, browser simulation, and performance analysis across different environments.

webapp-testing
🎯geo-database🎯Skill

Streamlines geospatial data management, enabling efficient querying, spatial analysis, and visualization of geographic information across databases.

geo-database
🎯langchain-architecture🎯Skill

Designs and implements scalable LangChain architectures with modular prompts, agents, and chain configurations for complex AI workflows.

langchain-architecture
🎯statsmodels🎯Skill

Performs statistical analysis and econometrics using Python, enabling regression, time series modeling, and hypothesis testing with advanced statistical techniques.

statsmodels
🎯matchms🎯Skill

Compares and matches mass spectrometry data for molecular identification, similarity scoring, and spectral library searching in chemical analysis.

matchms
🎯receiving-code-review🎯Skill

Provides structured, constructive feedback on code quality, identifying potential improvements, bugs, and best practices during code review processes.

receiving-code-review
🎯omero-integration🎯Skill

Streamlines scientific image data management by connecting Claude with OMERO platform for metadata extraction, annotation, and collaborative research workflows

omero-integration
🎯python-testing-patterns🎯Skill

Provides comprehensive guidance on writing robust Python unit tests, mocking, test-driven development, and advanced testing strategies across frameworks.

python-testing-patterns
🎯biomni🎯Skill

Generates comprehensive bioinformatics analysis workflows, automating sequence alignment, gene annotation, and molecular data processing tasks.

biomni
🎯deepchem🎯Skill

Simplifies molecular machine learning by providing tools for drug discovery, materials science, and chemical property prediction using deep learning models.

deepchem
🎯exploratory-data-analysis🎯Skill

Quickly analyze datasets by generating statistical summaries, visualizations, and insights to understand data distributions, correlations, and potential patterns.

exploratory-data-analysis
🎯pdb-database🎯Skill

Provides seamless interaction with PDB protein database, enabling structure retrieval, analysis, and visualization for bioinformatics research.

pdb-database
🎯protocolsio-integration🎯Skill

Streamlines scientific protocol documentation by importing, parsing, and converting Protocols.io workflows into structured, reproducible research formats

protocolsio-integration
🎯pytorch-lightning🎯Skill

Streamlines PyTorch model training with automated logging, distributed computing, and advanced callbacks for efficient deep learning workflows

pytorch-lightning
🎯biorxiv-database🎯Skill

Retrieves and analyzes scientific preprints from bioRxiv, providing structured research data and citation insights for biologists and researchers.

biorxiv-database
🎯metabolomics-workbench-database🎯Skill

Retrieves, processes, and analyzes metabolomics data from the NIH Metabolomics Workbench, enabling comprehensive metabolic research and data exploration.

metabolomics-workbench-database
🎯preserving-productive-tensions🎯Skill

Helps teams navigate and maintain constructive creative conflicts that drive innovation without escalating into destructive disagreements

preserving-productive-tensions
🎯hypothesis-generation🎯Skill

Rapidly brainstorm and evaluate scientific hypotheses across domains by systematically exploring potential causal relationships and research questions.

hypothesis-generation
🎯gene-database🎯Skill

Helps researchers query, analyze, and extract insights from genetic databases by providing intelligent search and data processing capabilities

gene-database
🎯modern-javascript-patterns🎯Skill

Provides advanced design patterns, functional programming techniques, and best practices for writing clean, maintainable, and performant modern JavaScript code.

modern-javascript-patterns
🎯opentrons-integration🎯Skill

Automates liquid handling protocols and robotic lab workflows for Opentrons liquid handling platforms using Python scripting and protocol generation

opentrons-integration
🎯docx🎯Skill

Generates, modifies, and extracts content from Microsoft Word documents with advanced parsing and manipulation capabilities

docx
🎯dnanexus-integration🎯Skill

Streamlines data upload, analysis, and management workflows on the DNAnexus genomics cloud platform with automated scripting and integration support

dnanexus-integration
🎯systematic-debugging🎯Skill

Methodically diagnose and resolve software bugs by applying structured troubleshooting techniques, root cause analysis, and systematic error tracking.

systematic-debugging
🎯brand-guidelines🎯Skill

Validates and recommends brand consistency across design, copy, and visual assets using predefined corporate identity standards.

brand-guidelines
🎯cost-optimization🎯Skill

Analyzes cloud infrastructure and provides actionable recommendations to reduce cloud spending across AWS, Azure, and GCP environments

cost-optimization
🎯reportlab🎯Skill

Generates professional PDF documents with custom layouts, styles, tables, charts, and dynamic content using Python's ReportLab library.

reportlab
🎯polars🎯Skill

Performs high-performance data manipulation, transformation, and analysis using the Polars DataFrame library with efficient Rust-based operations

polars
🎯pyopenms🎯Skill

Analyze and process mass spectrometry data with Python using OpenMS, enabling proteomics research and complex biomolecular data manipulation

pyopenms
🎯sharing-skills🎯Skill

Streamlines knowledge transfer by generating concise, shareable skill summaries and documentation for collaborative learning and skill development.

sharing-skills
🎯medchem🎯Skill

Generates molecular structures, predicts drug-like properties, and assists in medicinal chemistry design and optimization workflows.

medchem
🎯stripe-integration🎯Skill

Streamlines Stripe payment integration by generating secure payment flows, handling webhooks, and creating dynamic billing solutions for web applications.

stripe-integration
🎯invoice-organizer🎯Skill

Automates invoice categorization, extraction, and tracking by parsing financial documents and organizing them into structured digital formats.

invoice-organizer
🎯skill-creator🎯Skill

Generates structured, production-ready code skills with modular templates, best practices, and customizable configurations for rapid development.

skill-creator
🎯gwas-database🎯Skill

Performs genome-wide association study (GWAS) data analysis, querying, and statistical processing for genetic research and variant identification.

gwas-database
🎯youtube-transcript🎯Skill

Extracts and summarizes YouTube video transcripts, enabling quick content review and analysis without watching the entire video

youtube-transcript
🎯solidity-security🎯Skill

Identifies and helps remediate common smart contract vulnerabilities like reentrancy, integer overflow, and access control issues in Solidity code.

solidity-security
🎯api-design-principles🎯Skill

Guides developers in creating robust, scalable, and maintainable API architectures with best practices, design patterns, and industry standards.

api-design-principles
🎯ffuf-web-fuzzing🎯Skill

Automates web application security testing by performing rapid directory and file discovery, parameter enumeration, and vulnerability scanning using ffuf.

ffuf-web-fuzzing
🎯scientific-visualization🎯Skill

Generates publication-quality scientific plots, charts, and visualizations using advanced data processing and customizable styling in Python

scientific-visualization
🎯scale-game🎯Skill

Helps game developers rapidly prototype and balance game mechanics by generating scalable design variations and statistical models

scale-game
🎯statistical-analysis🎯Skill

Performs advanced statistical analysis with descriptive stats, hypothesis testing, regression modeling, and data visualization across various domains.

statistical-analysis
🎯scientific-writing🎯Skill

Helps researchers craft precise, structured academic papers with advanced language models, improving clarity, grammar, and citation formatting

scientific-writing
🎯neurokit2🎯Skill

Simplifies neurophysiological signal processing and analysis with Python, enabling researchers to easily clean, extract features, and visualize EEG, ECG, and other biosignals.

neurokit2
🎯pylabrobot🎯Skill

Automates laboratory robotic workflows by providing Python interfaces for controlling liquid handling robots and lab automation equipment.

pylabrobot
🎯pymc-bayesian-modeling🎯Skill

Simplifies probabilistic programming with PyMC, enabling Bayesian statistical modeling, inference, and complex model design with intuitive Python workflows.

pymc-bayesian-modeling
🎯molfeat🎯Skill

Generates molecular feature descriptors and representations for machine learning models in computational chemistry and drug discovery.

molfeat
🎯canvas-design🎯Skill

Generates and manipulates digital canvas designs with advanced drawing, layering, and styling capabilities for creative and technical projects.

canvas-design
🎯dask🎯Skill

Parallelize and scale data processing workflows with distributed computing, enabling efficient large-scale analytics on multi-core and cluster environments.

dask
🎯javascript-testing-patterns🎯Skill

Provides comprehensive patterns and best practices for writing robust, maintainable JavaScript unit, integration, and end-to-end tests across frameworks.

javascript-testing-patterns
🎯verification-before-completion🎯Skill

Validates and cross-checks task requirements, inputs, and potential outcomes before finalizing work to ensure accuracy and prevent errors.

verification-before-completion
🎯remembering-conversations🎯Skill

Automatically tracks and recalls context from previous interactions, enabling seamless, context-aware conversations across multiple chat sessions.

remembering-conversations
🎯scientific-critical-thinking🎯Skill

Guides users through systematic problem-solving, hypothesis testing, and evidence-based reasoning across scientific and analytical domains.

scientific-critical-thinking
🎯when-stuck---problem-solving-dispatch🎯Skill

Guides users through systematic problem-solving techniques, breaking down complex challenges into actionable steps and providing strategic troubleshooting approaches.

when-stuck---problem-solving-dispatch
🎯scvi-tools🎯Skill

Performs single-cell variational inference and probabilistic modeling for advanced genomic data analysis and interpretation

scvi-tools
🎯scanpy🎯Skill

Analyze and process single-cell RNA sequencing data using Python, enabling gene expression exploration, clustering, and visualization

scanpy
🎯algorithmic-art-generation🎯Skill

Generates unique digital art by applying algorithmic rules, mathematical transformations, and generative design principles to create visually compelling graphics and patterns.

algorithmic-art-generation
🎯content-research-writer🎯Skill

Streamlines research workflows by generating structured outlines, finding credible sources, and drafting well-researched content across academic and professional domains.

content-research-writer
🎯csv-data-summarizer🎯Skill

Quickly analyze and summarize large CSV datasets, generating statistical insights, identifying trends, and providing concise data overviews.

csv-data-summarizer
🎯raffle-winner-picker🎯Skill

Randomly selects and announces raffle winners from a list of participants, ensuring fair and transparent prize distribution

raffle-winner-picker
🎯gardening-skills-wiki🎯Skill

Provides comprehensive gardening guidance, plant care tips, and cultivation techniques across various plant types and garden environments.

gardening-skills-wiki
🎯etetoolkit🎯Skill

Streamlines network testing and analysis with efficient Ethernet protocol tools for packet generation, capture, and performance evaluation.

etetoolkit
🎯multi-cloud-architecture🎯Skill

Designs scalable, secure cloud infrastructure blueprints across AWS, Azure, and GCP with best practices for networking, security, and cost optimization.

multi-cloud-architecture
🎯scikit-survival🎯Skill

Performs advanced survival analysis and predictive modeling using machine learning techniques for time-to-event data and censored observations.

scikit-survival
🎯pdf🎯Skill

Converts, extracts, and analyzes PDF documents with advanced text parsing, image extraction, and document information retrieval capabilities.

pdf
🎯zinc-database🎯Skill

Simplifies querying, indexing, and managing lightweight search databases with Zinc, enabling fast full-text search and data retrieval.

zinc-database
🎯testing-skills-with-subagents🎯Skill

Automates comprehensive software testing workflows by dynamically generating and coordinating specialized testing subagents for different aspects of code quality.

testing-skills-with-subagents
🎯secrets-management🎯Skill

Securely generate, rotate, and manage sensitive credentials across environments with encryption, access controls, and audit logging.

secrets-management
🎯defi-protocol-templates🎯Skill

Generates standardized smart contract templates and boilerplate code for decentralized finance (DeFi) protocols across Ethereum, Solana, and other blockchain platforms.

defi-protocol-templates
🎯meta-pattern-recognition🎯Skill

Identifies complex recurring patterns across code, data, and system architectures to reveal hidden insights and optimize design strategies.

meta-pattern-recognition
🎯pydeseq2🎯Skill

Performs differential gene expression analysis using DESeq2 in Python, helping researchers identify statistically significant gene changes across experimental conditions.

pydeseq2
🎯terraform-module-library🎯Skill

Generates and validates reusable Terraform infrastructure modules with best practices, ensuring consistent and scalable cloud resource provisioning

terraform-module-library
🎯torchdrug🎯Skill

Simplifies molecular machine learning workflows by providing advanced drug discovery and chemical informatics tools using PyTorch and deep learning techniques.

torchdrug
🎯web3-testing🎯Skill

Automates smart contract testing and validation across Ethereum, Solana, and other blockchain networks with comprehensive security checks

web3-testing
🎯writing-plans🎯Skill

Generates structured, actionable project plans with clear milestones, task breakdowns, resource allocation, and timeline estimates

writing-plans
🎯defense-in-depth🎯Skill

Systematically analyze and fortify software systems by identifying security vulnerabilities across network, application, and infrastructure layers.

defense-in-depth
🎯gitops-workflow🎯Skill

Automates Git repository management, CI/CD pipeline configuration, and infrastructure-as-code workflows for streamlined DevOps processes.

gitops-workflow
🎯finishing-a-development-branch🎯Skill

Automates Git workflow for merging, cleaning up, and closing development branches with best practices and minimal manual intervention.

finishing-a-development-branch
🎯simplification-cascades🎯Skill

Automates complex problem decomposition by breaking down intricate challenges into progressively simpler, manageable sub-problems and solution steps.

simplification-cascades
🎯theme-factory🎯Skill

Generates and customizes design system themes with consistent color palettes, typography, and responsive scaling for web and mobile interfaces

theme-factory
🎯nodejs-backend-patterns🎯Skill

Provides expert guidance on designing scalable Node.js backend architectures using proven patterns like dependency injection, repository, and service layers.

nodejs-backend-patterns
🎯python-packaging🎯Skill

Streamlines Python package creation, configuration, and publishing with best practices for setup.py, pyproject.toml, and PyPI distribution

python-packaging
🎯string-database🎯Skill

Manages lightweight in-memory string databases with CRUD operations, indexing, and efficient key-value storage for rapid data retrieval.

string-database
🎯hmdb-database🎯Skill

Provides programmatic access to the Human Metabolome Database (HMDB) for querying metabolite information, chemical properties, and biological pathways.

hmdb-database
🎯pubchem-database🎯Skill

Retrieves and analyzes chemical compound information from PubChem, providing detailed molecular data and structural insights for researchers and chemists.

pubchem-database
🎯transformers🎯Skill

Generates, fine-tunes, and deploys state-of-the-art machine learning transformer models for NLP, computer vision, and generative AI tasks

transformers
🎯algorithmic-art🎯Skill

Generates creative visual art and patterns using algorithmic techniques like fractals, generative design, and procedural graphics

algorithmic-art
🎯llm-evaluation🎯Skill

Systematically assess and benchmark large language models across performance metrics, accuracy, bias, and ethical considerations.

llm-evaluation
🎯cobrapy🎯Skill

Simplifies biochemical pathway modeling and simulation using the CobraPy library for metabolic network analysis and constraint-based modeling.

cobrapy
🎯reactome-database🎯Skill

Queries and analyzes biological pathway data from the Reactome database, enabling researchers to explore gene interactions and molecular mechanisms.

reactome-database
🎯root-cause-tracing🎯Skill

Systematically diagnose software and system failures by tracing error propagation, identifying root causes, and recommending targeted remediation strategies.

root-cause-tracing
🎯changelog-generator🎯Skill

Automatically generates comprehensive, structured changelogs by analyzing git commit history and extracting meaningful release notes and version updates.

changelog-generator

🔌Plugins63

🔌marketing-growth-suite🔌Plugin

专业化套件:marketing-growth;一次安装获得端到端能力(10个代理)

bundle
🔌mcp-dev-team-suite🔌Plugin

专业化套件:mcp-dev-team;一次安装获得端到端能力(8个代理)

bundle
🔌mobile-development-suite🔌Plugin

移动开发套件:React Native/Flutter/iOS 能力集合,面向跨平台与快速交付

bundle
🔌modernization-suite🔌Plugin

专业化套件:modernization;一次安装获得端到端能力(3个代理)

bundle
🔌multi-suite🔌Plugin

专业化套件:multi;一次安装获得端到端能力(1个工作流)

bundle
🔌obsidian-knowledge-suite🔌Plugin

知识库套件:Obsidian 工作流与元数据管理,提升知识沉淀与检索效率

bundle
🔌ocr-extraction-team-suite🔌Plugin

专业化套件:ocr-extraction-team;一次安装获得端到端能力(7个代理)

bundle
🔌output-styles-suite🔌Plugin

专业输出风格:审查者/架构师/TDD 等话术模板,统一团队沟通与评审标准

bundle
🔌podcast-creator-team-suite🔌Plugin

专业化套件:podcast-creator-team;一次安装获得端到端能力(11个代理)

bundle
🔌product-project-suite🔌Plugin

产品与项目套件:需求到交付的协同工作流,提升节奏稳定性与透明度

bundle
🔌programming-languages-suite🔌Plugin

专业化套件:programming-languages;一次安装获得端到端能力(16个代理)

bundle
🔌project-management-suite🔌Plugin

专业化套件:project-management;一次安装获得端到端能力(3个代理)

bundle
🔌realtime-suite🔌Plugin

专业化套件:realtime;一次安装获得端到端能力(1个代理)

bundle
🔌sandbox-suite🔌Plugin

沙盒与调试:隔离式运行与调试指南,支持安全演练与故障回放

bundle
🔌security-suite🔌Plugin

安全加固套件:覆盖安全审计、合规检查与风险治理工作流,专注于持续防护与问题前置

bundle
🔌seo-suite🔌Plugin

专业化套件:seo;一次安装获得端到端能力(12个代理)

bundle
🔌setup-suite🔌Plugin

专业化套件:setup;一次安装获得端到端能力(14个命令)

bundle
🔌simulation-suite🔌Plugin

专业化套件:simulation;一次安装获得端到端能力(10个命令)

bundle
🔌smart-suite🔌Plugin

专业化套件:smart;一次安装获得端到端能力(1个工作流)

bundle
🔌special-purpose-suite🔌Plugin

专业化套件:special-purpose;一次安装获得端到端能力(2个代理)

bundle
🔌sync-suite🔌Plugin

专业化套件:sync;一次安装获得端到端能力(14个命令)

bundle
🔌team-suite🔌Plugin

专业化套件:team;一次安装获得端到端能力(14个命令)

bundle
🔌testing-quality-suite🔌Plugin

测试与质量套件:单元/集成/性能场景全覆盖,提供可审计的质量门槛与工程化保障

bundle
🔌utilities-suite🔌Plugin

专业化套件:utilities;一次安装获得端到端能力(24个命令)

bundle
🔌vertical-domains-suite🔌Plugin

专业化套件:vertical-domains;一次安装获得端到端能力(6个代理)

bundle
🔌web-tools-suite🔌Plugin

专业化套件:web-tools;一次安装获得端到端能力(11个代理)

bundle
🔌workflow-optimization-suite🔌Plugin

专业化套件:workflow-optimization;一次安装获得端到端能力(4个代理)

bundle
🔌workflow-suite🔌Plugin

专业化套件:workflow;一次安装获得端到端能力(1个工作流)

bundle
🔌accessibility-suite🔌Plugin

无障碍体验:提升产品易用性的审查与改进能力;一次安装获得端到端能力(2个代理)

bundle
🔌ai-optimization-suite🔌Plugin

AI优化套件:提示工程与智能助手整合,助力稳态高质输出与决策增强

bundle
🔌ai-specialists-suite🔌Plugin

专业化套件:ai-specialists;一次安装获得端到端能力(10个代理)

bundle
🔌api-graphql-suite🔌Plugin

专业化套件:api-graphql;一次安装获得端到端能力(3个代理)

bundle
🔌app-store-suite🔌Plugin

专业化套件:app-store;一次安装获得端到端能力(1个代理)

bundle
🔌architecture-suite🔌Plugin

架构与系统设计:策略评审与演进路径,强化可维护性与扩展弹性

bundle
🔌blockchain-web3-suite🔌Plugin

专业化套件:blockchain-web3;一次安装获得端到端能力(4个代理)

bundle
🔌business-marketing-suite🔌Plugin

专业化套件:business-marketing;一次安装获得端到端能力(11个代理)

bundle
🔌business-sales-suite🔌Plugin

专业化套件:business-sales;一次安装获得端到端能力(2个代理)

bundle
🔌code-analysis-suite🔌Plugin

代码分析套件:静态/动态审查与全量评估,聚焦真实问题而非表面修饰

bundle
🔌customer-relations-suite🔌Plugin

专业化套件:customer-relations;一次安装获得端到端能力(3个代理)

bundle
🔌data-ai-suite🔌Plugin

数据与AI开发套件:面向生产的建模、特征工程、分析管线与部署运维,一次安装即可拥有端到端能力

bundle
🔌data-suite🔌Plugin

专业化套件:data;一次安装获得端到端能力(1个工作流)

bundle
🔌database-suite🔌Plugin

数据库工程套件:涵盖 DBA 日常、模式设计、迁移与备份策略,提供稳健的数据生命周期管理

bundle
🔌deep-research-suite🔌Plugin

深度研究套件:研究型代理与信息工作流整合,面向事实核验与结构化洞察

bundle
🔌design-creative-suite🔌Plugin

专业化套件:design-creative;一次安装获得端到端能力(9个代理)

bundle
🔌development-team-suite🔌Plugin

专业化套件:development-team;一次安装获得端到端能力(10个代理)

bundle
🔌development-tools-suite🔌Plugin

开发者效率套件:常用生产力工具与自动化脚本整合,强调工程产能提升与重复劳动消除

bundle
🔌devops-infrastructure-suite🔌Plugin

DevOps与基础设施套件:部署编排、监控观测与可靠性工程,聚焦上线质量与可持续运维

bundle
🔌documentation-suite🔌Plugin

文档与知识套件:技术写作、变更日志与知识结构化,提升协作透明度与团队记忆力

bundle
🔌ecommerce-suite🔌Plugin

电商套件:支付与 Shopify 场景整合,支持业务流程化与高可用交易

bundle
🔌emerging-technologies-suite🔌Plugin

新兴技术套件:量子/边缘/Bun/Deno 等探索型能力组合,面向新栈验证与技术前瞻

bundle
🔌enterprise-suite🔌Plugin

企业集成套件:企业级治理与集成实践,强调合规、架构演进与规模化协作

bundle
🔌expert-advisors-suite🔌Plugin

专业化套件:expert-advisors;一次安装获得端到端能力(5个代理)

bundle
🔌feature-suite🔌Plugin

专业化套件:feature;一次安装获得端到端能力(1个工作流)

bundle
🔌ffmpeg-media-suite🔌Plugin

媒体处理套件:FFmpeg 能力与多媒体工作流,聚焦内容生成与媒介优化

bundle
🔌frontend-frameworks-suite🔌Plugin

前端框架套件:框架与部署工具整合,覆盖脚手架、性能优化与上线流程

bundle
🔌full-suite🔌Plugin

专业化套件:full;一次安装获得端到端能力(1个工作流)

bundle
🔌game-development-suite🔌Plugin

游戏开发套件:开发工具与代理整合,覆盖性能剖析、资产流程与测试体系

bundle
🔌git-workflow-suite🔌Plugin

Git工作流套件:标准化 feature/release/状态管控与自动化操作,降低分支管理与发布成本

bundle
🔌improve-suite🔌Plugin

专业化套件:improve;一次安装获得端到端能力(1个工作流)

bundle
🔌integrated-tools-suite🔌Plugin

专业化套件:integrated-tools;一次安装获得端到端能力(42个命令)

bundle
🔌integration-api-suite🔌Plugin

API集成套件:统一连接器与编排,支持 MCP 生态接入,助力快速打通外部服务能力

bundle
🔌legacy-suite🔌Plugin

专业化套件:legacy;一次安装获得端到端能力(1个工作流)

bundle
🔌knowledge-suite🔌Plugin

知识工作流:检索、结构化与知识工程实践,让信息转化为可执行洞见

bundle

🏪Marketplaces1