🎯Skills370
A curated collection of 375 skills and 155 custom droids for Claude AI and Factory Droid system, aggregated from multiple sources into a single organized collection.
Validates and type-checks React forms using React Hook Form and Zod, ensuring seamless client-side and server-side validation with TypeScript type inference.
A curated collection of 375 skills and 155 custom droids for Claude AI and Factory Droid system, aggregated from multiple sources into a single organized collection.
A curated collection of 375 skills and 155 custom droids for Claude AI and Factory Droid system, aggregated from multiple sources into a single organized collection.
Automates browser testing and web interactions using Playwright from Droid Tings, a comprehensive collection of 375 skills and 155 custom droids for Claude AI.
Enables seamless object storage and management on Cloudflare R2 using S3-compatible operations with robust error handling and metadata support.
A curated collection of 375 skills and 155 custom droids for Claude AI and Factory Droid system, aggregated from multiple sources into a single organized collection.
A curated collection of 375 skills and 155 custom droids for Claude AI and Factory Droid system, aggregated from multiple sources into a single organized collection.
Configures Tailwind v4 with shadcn/ui, automating CSS variable setup, dark mode, and preventing common initialization errors.
A curated collection of 375 skills and 155 custom droids for Claude AI and Factory Droid system, aggregated from multiple sources into a single organized collection.
Enables building React Native 0.76+ Expo apps with SDK 52, supporting New Architecture, React 19 changes, and modern development workflows.
Systematically evaluates scholarly work across multiple research dimensions using the ScholarEval methodology, providing comprehensive and structured academic assessment.
A curated collection of 375 skills and 155 custom droids for Claude AI and Factory Droid system, aggregated from multiple sources into a single organized collection.
A curated collection of 375 skills and 155 custom droids for Claude AI and Factory Droid system, aggregated from multiple sources into a single organized collection.
Rapidly build and deploy Model Context Protocol (MCP) servers in Python with flexible storage, authentication, and cloud deployment options.
A MarkItDown skill that converts 20+ file formats (PDF, Office, images, audio, web content) to LLM-optimized Markdown, supporting OCR, audio transcription, and YouTube transcript extraction.
Implements Retrieval-Augmented Generation (RAG) to enable LLMs to access and ground responses in external knowledge sources via semantic search and vector databases.
Simplifies React state management with a minimal, type-safe Zustand store that supports TypeScript, middleware, and fine-grained reactivity.
Applies consistent corporate branding and styling to all generated documents, including colors, fonts, layouts, and messaging standards.
A curated collection of 375 skills and 155 custom droids for Claude AI and Factory's Droid system, covering AI/ML, development, scientific research, business, security, design, and quality/compliance domains from 15+ open-source sources.
Validates and protects web forms using Cloudflare Turnstile, offering a modern, privacy-friendly alternative to traditional CAPTCHAs with easy integration across web frameworks.
Systematically searches multiple academic databases, synthesizes research findings, verifies citations, and generates professional markdown and PDF literature review documents.
A curated collection of 375 skills and 155 custom droids for Claude AI and Factory Droid system, aggregated from multiple sources into a single organized collection.
Builds React chat interfaces with Vercel AI SDK v5/v6, providing hooks, error solutions, and seamless agent integration for AI-powered applications.
Skill for writing comprehensive clinical reports including case reports (CARE guidelines), diagnostic reports, clinical trial documentation (ICH-E3), and patient records (SOAP, H&P, discharge summaries) with regulatory compliance support.
Manages server state in React by providing powerful data fetching, caching, and synchronization utilities with TanStack Query v5.
Documents API endpoints with standardized formats from Droid Tings, a comprehensive collection of 375 skills and 155 custom droids for Claude AI.
Seamlessly integrates Google Gemini API with advanced multimodal AI capabilities, supporting text generation, function calling, and thinking mode across various models.
A Vercel AI SDK v5/v6 core skill covering the Agent abstraction, tool approval, reranking, v4-to-v5 migration, latest model support (GPT-5, Claude 4.x, Gemini 2.5), and 12 common error solutions.
Critically evaluates scientific research by systematically assessing methodology, statistical validity, biases, and evidence quality using rigorous frameworks.
Production-tested Next.js 16 App Router skill covering breaking changes, async route params, Cache Components with 'use cache' directive, proxy.ts (replacing middleware.ts), and React 19.2 features.
A csv data summarizer skill from Droid-Tings, a comprehensive collection of development skills for full-stack engineering with AI-assisted workflows.
A curated collection of 375 skills and 155 custom droids for Claude AI and Factory Droid system, aggregated from multiple sources into a single organized collection.
Generates scientifically-rigorous slide decks with compelling visuals, minimal text, and professional design for research presentations across academic and professional contexts.
Manages academic citations by searching scholarly databases, extracting precise metadata, validating references, and generating accurate BibTeX entries for research writing.
Builds dynamic generative user interfaces using the Thesys framework, from Droid Tings, a collection of 375 skills and 155 custom droids for Claude AI.
Helps researchers craft precise scientific manuscripts with IMRAD structure, proper citations, reporting guidelines, and journal-specific formatting.
Enables type-safe database operations with Drizzle ORM for Cloudflare D1, providing robust schema definition, migrations, and query management.
Renders web pages using headless Chrome on Cloudflare Workers for screenshots, PDFs, web scraping, and browser automation tasks.
Enables seamless file uploads and CDN-powered asset management in Next.js using Vercel Blob, with support for public/private storage and automatic global distribution.
A nodejs backend patterns skill from Droid-Tings, a comprehensive collection of development skills for full-stack engineering with AI-assisted workflows.
Transcribes audio in 99 languages with high accuracy, supporting speech-to-text, translation, and robust processing across diverse audio conditions.
Systematically reviews and validates claude-skills repository documentation through comprehensive 9-phase technical audit, auto-fixing unambiguous issues with severity classification.
Skill for generating structured medical treatment plans with evidence-based protocols, medication management, and patient care workflow documentation.
A cloudflare workers ai skill from Droid-Tings, a comprehensive collection of development skills for full-stack engineering with AI-assisted workflows.
Clinical decision support skill for medical diagnostic reasoning and evidence-based treatment recommendations.
Product marketing strategy skill covering positioning, GTM strategy, competitive intelligence, ICP definition, launch playbooks, and battlecards.
Enables visual, Git-backed content management for modern web applications, supporting Next.js, Vite+React, and Astro with non-technical editor-friendly interfaces.
Builds AI applications with OpenAI Agents SDK, enabling text and voice agents, multi-agent workflows, tools with Zod schemas, and deployment to various platforms.
A gemini cli skill from Droid-Tings, a comprehensive collection of development skills for full-stack engineering with AI-assisted workflows.
A curated collection of 375 skills and 155 custom droids for Claude AI and Factory Droid system, aggregated from multiple sources into a single organized collection.
Enables designing and implementing proven n8n workflow architectural patterns for efficient automation and integration across different use cases.
Generates instant test scaffolding for new functions and components using framework-specific testing patterns like Jest, Vitest, and Pytest.
Generates structured project planning documentation with context-safe phases, verification criteria, and comprehensive implementation docs for web projects.
Generates comprehensive design system tokens, components, and documentation to streamline UI design workflow and ensure visual consistency across projects.
Enables stateful AI conversations with OpenAI's Responses API, preserving reasoning across turns and improving multi-turn performance by 5%.
A Cloudflare Worker base skill providing foundational patterns and templates for building on the Cloudflare Workers platform.
Enables seamless Stripe payment integration with robust, PCI-compliant checkout, subscription, and webhook processing for web and mobile applications.
WordPress plugin core development skill covering plugin architecture, hooks, filters, settings API, and WordPress coding standards.
A skill that intelligently organizes files and folders by understanding context, finding duplicates, suggesting better directory structures, and automating cleanup tasks to reduce digital clutter.
Automatically generates descriptive conventional commit messages by analyzing staged git changes, helping developers create clear and standardized commit documentation.
Builds conversational AI voice agents with ElevenLabs, enabling multi-language voice interfaces, RAG knowledge bases, and advanced WebRTC communication across React, JavaScript, and mobile platforms.
Enables comprehensive machine learning workflows in Python by providing robust tools for preprocessing, model training, evaluation, and pipeline construction across various learning paradigms.
Tracks project progress across work sessions by managing SESSION.md with git checkpoints, phase status, and concrete next actions.
A code review excellence skill from Droid-Tings, a comprehensive collection of development skills for full-stack engineering with AI-assisted workflows.
Generates high-quality React/NextJS components, optimizes frontend performance, and provides expert-level scaffolding for modern web applications.
Query the NHGRI-EBI GWAS Catalog for SNP-trait associations, search variants by rs ID, disease/trait, or gene, and retrieve p-values and summary statistics for genetic epidemiology research.
An architecture patterns skill covering Clean Architecture, Hexagonal Architecture, and Domain-Driven Design for building maintainable and scalable backend systems.
Guides developers in designing intuitive, scalable REST and GraphQL APIs using best practices and design principles.
Generates text embeddings using Google Gemini's API for semantic search, RAG systems, and document clustering with flexible dimension sizes and task-specific optimization.
Transforms academic papers into interactive websites, presentation videos, and conference posters using AI-powered content extraction and design generation.
Generates publication-ready scientific figures with multi-panel layouts, error bars, colorblind-safe palettes, and journal-specific export formats using matplotlib/seaborn/plotly.
Generates INVEST-compliant user stories, manages agile backlogs, and supports sprint planning for product owners.
Enables type-safe API routing with Hono, supporting fast, lightweight middleware and validation across multiple JavaScript runtimes.
A Better Auth skill for building authentication systems with TypeScript/Cloudflare Workers including social auth, 2FA, passkeys, and organizations.
Enables advanced TypeScript type manipulation through generics, conditional types, mapped types, and utility types for creating robust, type-safe applications.
Enables building robust async message queues in Cloudflare Workers for background processing, batch operations, and reliable task management.
A statistical analysis toolkit for academic research, providing hypothesis tests (t-test, ANOVA, chi-square), regression, correlation, Bayesian statistics, power analysis, assumption checks, and APA-format reporting.
Provides comprehensive backend development guidelines for Langfuse's Next.js/tRPC monorepo, covering architecture, patterns, and best practices for building scalable and maintainable services.
Guides users through creating Claude Code Agent Skills by providing step-by-step instructions for skill design, structure, and best practices.
A typescript mcp skill from Droid-Tings, a comprehensive collection of development skills for full-stack engineering with AI-assisted workflows.
A senior backend skill from Droid-Tings, a comprehensive collection of development skills for full-stack engineering with AI-assisted workflows.
Stores and searches embeddings with metadata, enabling semantic search and RAG applications through a simple 4-function API.
Enables globally distributed key-value data storage and retrieval using Cloudflare Workers KV, optimized for caching, configuration, and user preferences.
A e2e testing patterns skill from Droid-Tings, a comprehensive collection of development skills for full-stack engineering with AI-assisted workflows.
Symbolically solves mathematical problems using Python, performing exact symbolic computations across algebra, calculus, physics, and code generation.
Implements robust authentication and authorization patterns using JWT, OAuth2, and RBAC for secure, scalable access control systems.
Systematic peer review toolkit for evaluating methodology, statistics, reproducibility, ethics, and reporting standards across disciplines.
LaTeX research poster creation skill supporting beamerposter, tikzposter, and baposter for conference presentations, with layout design, color schemes, multi-column formats, and figure integration.
A youtube transcript skill from Droid-Tings, a comprehensive collection of development skills for full-stack engineering with AI-assisted workflows.
Designs comprehensive software architectures using modern tech stacks, generating diagrams, analyzing dependencies, and providing system design recommendations.
Provides comprehensive LaTeX templates and formatting guidelines for scientific journals, conferences, research posters, and grant proposals across multiple disciplines.
Streamlines PyTorch neural network training by organizing code, automating workflows, and enabling scalable multi-GPU/TPU distributed training with minimal boilerplate.
Automates recurring billing systems by managing subscriptions, invoicing, payment recovery, and billing lifecycle for SaaS and subscription-based businesses.
Enables building autonomous AI agents with structured JSON outputs, JSON schema validation, and a robust plugins system for advanced workflow automation.
A senior data engineer skill from Droid-Tings, a comprehensive collection of development skills for full-stack engineering with AI-assisted workflows.
Generates production-ready GitHub Actions workflow templates for automating testing, building, and deploying applications across different tech stacks.
Database migration skill from Droid Tings for managing schema changes and data migrations across database versions.
Aeon skill providing temporal and chronological analysis capabilities for time-series data and historical research.
USPTO database skill for searching and analyzing US patent data, patent applications, and intellectual property records.
Reviews and analyzes code across multiple languages, providing automated quality checks, security scans, and comprehensive feedback for pull requests and code improvements.
Enables conversational image understanding by combining vision and language models for multi-turn visual interactions and question answering.
Designs and builds sophisticated LLM applications using LangChain's modular framework with agents, chains, memory, and tool integration patterns.
Generates and manages advanced, responsive data tables using TanStack (React Table) with dynamic filtering, sorting, and pagination capabilities.
Performs probabilistic Bayesian modeling and statistical inference using PyMC, enabling complex statistical analysis and predictive modeling with Markov Chain Monte Carlo sampling.
A documentation review skill from Droid-Tings, a comprehensive collection of development skills for full-stack engineering with AI-assisted workflows.
Searches Notion workspace, synthesizes findings from multiple pages, and generates comprehensive research documentation with citations and insights.
Skill for writing and managing research grant proposals, covering NIH/NSF formats, budget justification, and specific aims page structuring.
Retrieves and searches biomedical research articles using advanced PubMed API queries with Boolean operators, MeSH terms, and precise filtering capabilities.
Modernizes React applications by automating version upgrades, migrating class components to hooks, and adopting concurrent rendering features.
Enables writing custom JavaScript code in n8n Code nodes, processing workflow data with built-in helpers and specialized input/output handling.
Explains machine learning model predictions by computing SHAP values, generating feature importance visualizations, and providing insights across various model types.
Automatically adds zero-config, accessible animations to lists, forms, and UI elements across multiple JavaScript frameworks with minimal setup and error prevention.
A notion spec to implementation skill from Droid-Tings, a comprehensive collection of development skills for full-stack engineering with AI-assisted workflows.
Tapestry skill from Droid Tings for weaving together complex multi-step workflows and data processing pipelines.
Connects Cloudflare Workers to PostgreSQL/MySQL databases with global connection pooling and caching, reducing latency and simplifying database integrations.
ToolUniverse skill from Droid Tings, a collection of 375 skills and 155 custom droids for Claude AI.
A skill for transforming learning content like YouTube transcripts, articles, and tutorials into actionable Ship-Learn-Next implementation plans with concrete, shippable iterations and action steps.
Generates testable scientific hypotheses by systematically exploring observations, conducting literature reviews, and developing evidence-based explanatory mechanisms across research domains.
A polars skill from Droid-Tings, a comprehensive collection of development skills for full-stack engineering with AI-assisted workflows.
Simulates and controls iOS device environments, enabling developers to programmatically launch, interact with, and manage virtual iOS simulators for testing and development purposes.
A notion meeting intelligence skill from Droid-Tings, a comprehensive collection of development skills for full-stack engineering with AI-assisted workflows.
Visualizes statistical data through publication-quality scatter, box, violin, and correlation plots with automatic statistical estimation.
Retrieves current research and academic information by intelligently searching academic papers, studies, and technical documentation using Perplexity's Sonar models.
A n8n validation expert skill from Droid-Tings, a comprehensive collection of development skills for full-stack engineering with AI-assisted workflows.
Builds and deploys Model Context Protocol (MCP) servers on Cloudflare Workers with TypeScript, OAuth, and advanced WebSocket capabilities.
Designs distinctive, production-grade frontend interfaces with creative aesthetics, avoiding generic AI design and focusing on purposeful, memorable visual experiences.
Enables graph neural network model training and inference using PyTorch Geometric, supporting complex geometric deep learning tasks on structured graph data.
Cloudflare Images skill for uploading, transforming, and serving optimized images through Cloudflare CDN.
Generates, edits, and analyzes .docx files with comprehensive support for tracked changes, comments, text extraction, and document formatting preservation.
Enables lightning-fast billion-scale vector similarity search with GPU acceleration and multiple index types for high-performance applications.
Provides expert guidance for configuring n8n nodes by dynamically revealing required fields, dependencies, and operation-specific settings.
Optimizes LLM performance through advanced prompt engineering, RAG techniques, and agentic system design for AI product development.
Enables seamless ML experiment tracking, visualization, and collaboration using Weights & Biases platform for real-time metrics logging and model management.
A skill for evaluating LLMs using evaluation harnesses from the Droid Tings collection, a comprehensive set of 375 skills and 155 custom droids covering AI/ML, development, scientific research, and more.
Queries the openFDA API to retrieve comprehensive regulatory data on drugs, devices, adverse events, recalls, and substances for research and analysis.
Enables concurrent and non-blocking asynchronous programming in Python using asyncio, async/await patterns for high-performance I/O-bound applications.
Helps create professional, maintainer-friendly pull requests by preventing common mistakes and guiding open source contributions.
Enables seamless serverless SQLite database management on Cloudflare Workers, simplifying database creation, migrations, and edge-optimized querying.
Optimizes Python code performance by profiling, identifying bottlenecks, and applying targeted improvements across CPU, memory, and algorithmic dimensions.
Video downloading skill for fetching videos from various platforms with format selection and quality options.
Biological data toolkit skill covering sequence analysis, alignments, phylogenetic trees, diversity metrics, ordination, PERMANOVA, and FASTA/Newick I/O for microbiome analysis.
Generates and tests scientific hypotheses automatically using large language models, accelerating research discovery across multiple domains.
Captures and transforms conversation insights into structured, discoverable Notion documentation pages with appropriate formatting and organization.
Generates comprehensive test suites, performs coverage analysis, and scaffolds E2E tests for modern web and mobile applications with advanced automation.
KEGG database skill for accessing biological pathway data, gene annotations, and metabolic network information.
Automates DevOps workflows by generating CI/CD pipelines, managing infrastructure as code, and streamlining cloud deployments across AWS, GCP, and Azure.
Generates production-ready FastAPI project templates with async patterns, dependency injection, and comprehensive API architecture best practices.
Simulates complex systems by modeling processes, resources, and time-based interactions using Python generator functions and event-driven scheduling.
Senior full-stack development skill covering architecture decisions, code review, system design, and production-ready development patterns.
Risk management specialist skill covering quantitative risk assessment, mitigation strategies, compliance frameworks, and business continuity planning.
Generates algorithmic art philosophies and p5.js sketches by exploring computational aesthetics, emergent behaviors, and seeded randomness.
Model quantization skill using bitsandbytes for reducing ML model size while maintaining performance.
Performs comprehensive statistical modeling and econometric analysis with advanced regression, time series, and hypothesis testing capabilities.
Optimizes and accelerates machine learning training and inference workflows using Hugging Face's Accelerate library for distributed computing and hardware acceleration.
Implements comprehensive ISO 27001 Information Security Management Systems for HealthTech and MedTech companies, focusing on risk assessment, security controls, and compliance.
Generates structured JSON/XML/code with guaranteed validity using Pydantic models, local models, and grammar-based generation.
Manages comprehensive document control systems, ensuring regulatory compliance, systematic document management, and effective change control for medical device organizations.
Generates high-quality sentence, text, and image embeddings using 5000+ pre-trained transformer models for semantic similarity, search, and retrieval tasks.
Accelerates machine learning fine-tuning by optimizing LoRA/QLoRA training for LLMs with 2-5x speed and 50-80% memory reduction.
Builds AI-powered autonomous agents on Cloudflare Workers with WebSocket support, persistent state, task scheduling, and advanced workflow capabilities.
Enables seamless document Q&A and semantic search by automatically indexing, embedding, and querying files using Google Gemini's managed RAG technology.
Enables seamless semantic search and vector database operations using Cloudflare Vectorize V2, with advanced async mutations and metadata indexing capabilities.
Analyzes scientific data files across 200+ formats, generating comprehensive markdown reports with format-specific insights, quality metrics, and analysis recommendations.
Retrieves and searches NCBI Gene Expression Omnibus (GEO) datasets, enabling comprehensive gene expression and genomics data exploration.
Detects and reports comprehensive system resources, generating strategic recommendations for computational approaches in scientific computing tasks.
Skill for parallel computing with Dask, covering distributed DataFrames, delayed computations, cluster deployment, and out-of-core data processing.
Designs PostgreSQL schemas with best practices, optimizing table structures for performance, data integrity, and maintainability using advanced PostgreSQL features.
Validates and extracts structured JSON responses from Claude API with strict schema conformance, prompt caching, and advanced error handling.
UX research and design skill covering user research methods, design thinking, usability testing, and interaction design patterns.
Builds LLM applications with agents, RAG, and tool calling across multiple providers, enabling rapid prototyping and production deployments.
Searches and retrieves purchasable chemical compounds from ZINC's 230M+ database using ZINC IDs, SMILES, similarity metrics, and 3D structures for drug discovery.
Guides developers through creating, structuring, and publishing Python packages using modern packaging tools and best practices.
Trains and deploys reinforcement learning agents using PyTorch-based algorithms like PPO, SAC, and DQN across various environments and tasks.
A fine-tuning with TRL (Transformer Reinforcement Learning) skill from Droid Tings, a comprehensive collection of 375 skills and 155 custom droids covering AI/ML, development, security, and business domains.
Matplotlib skill for creating data visualizations, charts, plots, and publication-quality figures in Python.
Generates and analyzes protein sequences, structures, and functions using advanced language models like ESM3 and ESM C.
Tracks, versions, and manages machine learning experiments across frameworks, enabling reproducible and collaborative model development.
An OpenRLHF training skill from Droid Tings, a curated collection of 375 skills and 155 custom droids for Claude AI and Factory's Droid system, covering AI/ML, development, scientific research, business, security, and design.
Enables fast, structured LLM generation with RadixAttention prefix caching for JSON, regex, and agentic workflows with 5× faster inference.
Enables access and analysis of comprehensive drug information from the DrugBank database including drug properties, interactions, targets, pathways, chemical structures, and pharmacology data for research and drug discovery.
Enables comprehensive network and graph analysis in Python, supporting graph creation, algorithmic computation, visualization, and manipulation across diverse domains.
Automates web application testing using Playwright, enabling browser interactions, UI verification, and screenshot capture for local web apps.
Clerk authentication skill from Droid Tings, a curated collection of 375 skills and 155 custom droids for Claude AI spanning AI/ML, development, scientific research, business, security, and design.
Implements comprehensive JavaScript/TypeScript testing strategies using Jest, Vitest, and Testing Library for robust unit, integration, and end-to-end testing workflows.
Orchestrates long-running, durable Cloudflare Workers workflows with automatic retries, state persistence, and multi-step task coordination.
COBRApy skill for constraint-based reconstruction and analysis of metabolic models, flux balance analysis, and systems biology.
Manages and manipulates annotated data matrices, especially for single-cell genomics, with efficient storage and multi-dimensional metadata handling.
Rapidly queries 20+ genomic databases for gene info, sequences, protein structures, and disease associations via CLI and Python functions.
Skill for building and running llama.cpp, covering model quantization, inference optimization, and local LLM deployment with GGUF format models.
Retrieves and queries comprehensive cancer mutation data from the COSMIC database for genomic research and precision oncology.
Enables zero-shot image classification and cross-modal retrieval by understanding images through natural language descriptions.
Retrieves protein data from UniProt via REST API, enabling searches, FASTA sequence retrieval, ID mapping, and detailed protein information access.
Enables serverless Python code execution in the cloud with GPU acceleration, automatic scaling, and minimal configuration for ML, batch processing, and API deployment.
Manages Python dependencies with lightning-fast package installation, virtual environment creation, and advanced dependency resolution using the uv tool.
Automates comprehensive security scanning, vulnerability assessment, and compliance checking for robust application security and development practices.
ClinVar database skill for querying genetic variant classifications and clinical significance from the NCBI ClinVar database.
Systematically upgrade dependencies with compatibility analysis, staged rollouts, and comprehensive testing strategies.
Retrieves and integrates biological data across 40+ bioinformatics databases, enabling complex multi-database queries and identifier mapping in Python.
Autonomously executes complex biomedical research tasks across genomics, drug discovery, molecular biology, and clinical analysis using AI reasoning and integrated databases.
Enables seamless vector database management for production AI applications with auto-scaling, hybrid search, and low-latency serverless infrastructure.
Conducts comprehensive ISO 13485 quality management system audits, managing internal and external audit programs with expert-level nonconformity identification and corrective action verification.
Perplexity AI-powered web search skill for conducting real-time searches with current information using LiteLLM and OpenRouter.
Systematically build, optimize, and modularize AI systems using Stanford NLP's declarative programming framework for language models.
Guides fine-tuning language models using Group Relative Policy Optimization (GRPO) for structured reasoning and task-specific training with TRL.
Collaboratively researches, outlines, drafts, and refines content while preserving the writer's unique voice and style.
Zarr Python skill for working with chunked, compressed N-dimensional arrays. Covers Zarr v2/v3, storage backends, and parallel I/O.
PyTorch FSDP (Fully Sharded Data Parallel) skill for distributed training across multiple GPUs with memory-efficient model sharding.
Optimizes and accelerates LLM inference on NVIDIA GPUs with up to 10-100x faster performance, supporting quantization, in-flight batching, and multi-GPU scaling.
Queries ClinicalTrials.gov API to search, retrieve, and export clinical trial data by condition, drug, location, status, or phase for research and patient matching.
Enables advanced computer vision capabilities with state-of-the-art object detection, segmentation, and visual AI model training across PyTorch, OpenCV, and YOLO frameworks.
Processes and analyzes massive tabular datasets beyond RAM limits, enabling fast aggregations, visualizations, and machine learning on big data.
Cloudflare Durable Objects skill for building stateful serverless applications with consistent storage and coordination.
Enables loading, fine-tuning, and performing inference on pre-trained transformer models across NLP, vision, audio, and multimodal tasks using Hugging Face's library.
Skill for querying CZ CELLxGENE Census, a large-scale single-cell RNA sequencing database with millions of cells across human and mouse tissues.
Implements comprehensive error handling strategies across languages, focusing on resilient error management, propagation, and graceful degradation techniques.
PDF processing skill for reading, parsing, extracting text, and manipulating PDF documents programmatically.
Queries ChEMBL's extensive bioactive molecule database to retrieve compound, target, and bioactivity data for drug discovery research.
An ISMS audit expert skill from the Droid Tings collection, providing specialized expertise for information security management system auditing as part of a comprehensive set of 375 skills and 155 custom droids.
Enables 4-bit quantization of large language models, reducing memory by 4× and boosting inference speed on consumer GPUs with minimal accuracy loss.
Learns unsupervised embeddings of genomic regions and single-cell data using machine learning techniques for advanced genomic analysis.
Queries Open Targets Platform to retrieve comprehensive target-disease associations, drug target data, and therapeutic evidence for research and drug discovery.
TanStack Router skill for type-safe routing in React applications with file-based routing, search params, and loaders.
Programmatically access and manage Benchling R&D platform data, including registry entities, inventory, lab notebooks, and workflows via API.
A senior data scientist skill from Droid-Tings, a comprehensive collection of development skills for full-stack engineering with AI-assisted workflows.
Generates original visual art designs by creating a unique design philosophy and expressing it through minimalist, meticulously crafted visual compositions.
Enables writing Python code in n8n Code nodes using standard library functions with specific input/output syntax and node limitations.
Performs differential gene expression analysis on bulk RNA-seq data using DESeq2 statistical methods in Python.
Improves the quality of images, especially screenshots, by enhancing resolution, sharpness, and clarity for use in presentations, documentation, or social media posts.
A TanStack Start development skill from Droid Tings, a comprehensive collection of 375 skills and 155 custom droids for Claude AI covering AI/ML, development, scientific research, business, security, and design.
Retrieves and queries metabolite data, study metadata, and molecular structures from the NIH Metabolomics Workbench database across 4,200+ studies.
PyLabRobot skill for controlling liquid-handling robots and lab automation equipment programmatically with Python.
A skill covering RWKV architecture knowledge, part of a comprehensive collection of 375 skills and 155 custom droids for Claude AI spanning AI/ML, development, security, and scientific research domains.
A PyHealth skill from the Droid Tings collection, a comprehensive curated set of 375 skills and 155 custom droids for Claude AI covering AI/ML, development, scientific research, business, security, and design.
Extracts and validates structured data from LLM responses using Pydantic schemas, supporting multiple providers with automatic retries and type safety.
Streamlines monorepo development by configuring Turborepo, pnpm workspaces, and optimizing build performance across multiple packages and applications.
Enables high-performance computational fluid dynamics simulations in Python, solving complex fluid flow problems using advanced pseudospectral methods and parallel computing techniques.
Guides users in creating specialized skills that extend Claude's capabilities with domain expertise, workflows, and tool integrations.
Skill for Microsoft Guidance library, enabling structured LLM output generation with constrained decoding, templates, and programmatic control of language model behavior.
Streamlines LLM fine-tuning with Axolotl, supporting 100+ models, LoRA/QLoRA, advanced training methods, and multimodal configurations via YAML.
Automates end-to-end scientific research workflows by orchestrating AI agents for data analysis, hypothesis generation, and publication preparation.
Skill for computational materials science with pymatgen, covering crystal structure analysis, phase diagram calculations, and materials property predictions.
Searches and retrieves bioRxiv preprints by keywords, authors, dates, and categories, providing metadata and PDF downloads for scientific research.
Compresses large language models by transferring knowledge from teacher to student models, reducing model size and inference costs while maintaining performance.
Provides expert guidance and optimization strategies for distributed deep learning training using DeepSpeed, covering ZeRO stages, pipeline parallelism, and mixed precision techniques.
Git advanced workflows skill covering complex branching strategies, cherry-picking, bisecting, worktrees, and advanced merge techniques.
Systematically investigate and resolve bugs by applying scientific method, reproducing issues, gathering evidence, and methodically testing hypotheses.
A skill for applying machine learning to chemistry using DeepChem, enabling molecular property prediction (ADMET, toxicity), graph neural networks (GCN, MPNN), MoleculeNet benchmarks, and molecular featurization for drug discovery.
A skill for multi-objective optimization using the Pymoo Python framework, providing state-of-the-art algorithms like NSGA-II/III and MOEA/D for finding Pareto-optimal solutions with constraint handling and benchmark problems.
Guides developers in implementing comprehensive Python testing strategies using pytest, covering unit tests, mocking, fixtures, and test-driven development practices.
Guides n8n-mcp users through node discovery, configuration validation, workflow management, and tool selection with expert-level precision.
Skill for SimPO (Simple Preference Optimization) training, a reference-free alternative to DPO for aligning language models with human preferences.
A skill for implementing LLMs with LitGPT, part of the Droid Tings collection of 375 skills and 155 custom droids curated for Claude AI and Factory's Droid system.
Automatically reads, renames, and sorts invoices and receipts into organized, tax-ready folders with consistent file naming and categorization.
Analyzes meeting transcripts to uncover communication patterns, identify behavioral insights, and provide actionable feedback for professional growth.
A skill for accessing the Human Metabolome Database (HMDB) containing 220K+ metabolites, enabling searches by name/ID/structure and retrieval of chemical properties, biomarker data, NMR/MS spectra, and metabolic pathways.
Transforms astronomical data through coordinate conversions, unit handling, FITS file processing, cosmological calculations, and precise time management using Python.
Enables building and deploying serverless bioinformatics workflows using Python decorators, cloud data management, and seamless Nextflow/Snakemake integration.
Infers gene regulatory networks from transcriptomics data using scalable machine learning algorithms, identifying transcription factor-target gene relationships across large datasets.
High-performance toolkit for genomic interval analysis in Rust with Python bindings. Covers BED files, coverage tracks, overlap detection, and tokenization for ML models.
Analyzes single-cell RNA sequencing data by performing comprehensive workflows including QC, normalization, clustering, and visualization.
Retrieves and analyzes AI-predicted protein structures from AlphaFold's database, enabling structural biology research and drug discovery by accessing 200M+ protein predictions.
Enables seamless Redis-compatible key-value storage and caching for Next.js applications using Vercel KV, with automatic environment setup and edge runtime support.
Queries and analyzes scholarly literature across 240M+ academic works using the OpenAlex database, enabling comprehensive research output and citation tracking.
Implements comprehensive ISO 13485 Quality Management System design, documentation, and compliance for medical device companies, ensuring regulatory excellence and process optimization.
A medicinal chemistry skill for molecular filtering and prioritization in drug discovery workflows, applying drug-likeness rules (Lipinski, Veber), PAINS filters, structural alerts, and complexity metrics to triage compound libraries at scale.
Skill for optimizing transformer attention mechanisms with Flash Attention, covering memory-efficient implementations and kernel optimization techniques.
Queries NCBI Gene database via E-utilities/Datasets API to search, retrieve, and analyze gene information across species using gene symbols or IDs.
Enables advanced molecular manipulation and analysis through comprehensive cheminformatics operations like parsing, descriptor calculation, fingerprinting, and substructure searching.
A skill that teaches how to implement NVIDIA NeMo Guardrails as a runtime safety framework for LLM applications, featuring jailbreak detection, input/output validation, fact-checking, hallucination detection, and PII filtering using Colang 2.0 DSL.
Retrieves and searches 3D protein/nucleic acid structures from RCSB PDB, enabling structural biology and drug discovery research.
Skill for deploying and using LlamaGuard safety classifiers for content moderation, input/output filtering, and responsible AI deployment.
Manipulates phylogenetic trees, detects evolutionary events, visualizes results, and integrates biological data for advanced phylogenomic research.
Configures serverless Postgres with Neon or Vercel, enabling edge database connections with pooling, branching, and ORM integration.
Provides strategic technical leadership guidance, helping CTOs analyze tech debt, scale engineering teams, evaluate technologies, and make informed architecture decisions.
Processes whole slide images by detecting tissue regions, extracting informative tiles, and preparing datasets for computational pathology pipelines.
Trains compact GPT models from scratch on Shakespeare or OpenWebText, enabling deep learning enthusiasts to understand transformer architectures through minimalist, hackable code.
Generates multi-channel demand generation strategies for Series A+ startups, optimizing paid media, SEO, and partnerships with comprehensive acquisition playbooks.
Queries STRING database to retrieve, map, and analyze protein-protein interactions across 5000+ species for systems biology research.
Enables seamless genomics pipeline development by interacting with DNAnexus cloud platform, managing data, building apps, and executing bioinformatics workflows using dxpy SDK.
Processes and analyzes diverse physiological signals like ECG, EEG, EDA, and EMG to extract complex cardiovascular, neurological, and autonomic nervous system metrics for research and clinical appl...
Enables no-code fine-tuning of 100+ LLMs using LLaMA-Factory with WebUI, QLoRA, and multimodal support.
Retrieves DNA/RNA sequences, raw reads, and genome assemblies from the European Nucleotide Archive via API/FTP for genomics and bioinformatics research.
Enables world-class ML engineering by productionizing AI/ML models, implementing MLOps, and building scalable machine learning infrastructure with cutting-edge tools and practices.
Processes mass spectrometry data by importing, filtering, and comparing spectra across multiple formats for metabolomics research and compound identification.
Parses FCS flow cytometry files, extracting event data as NumPy arrays, reading metadata, and converting to CSV/DataFrame for scientific data preprocessing.
Validates and helps fix n8n expression syntax, providing guidance for writing correct {{}} expressions in workflows.
Predicts precise 3D protein-ligand binding poses using diffusion models for structure-based drug design and virtual screening.
A skill that identifies high-quality leads by analyzing your business, searching for target companies, and providing actionable contact strategies for sales, business development, and marketing professionals.
A skill from the Droid Tings collection of 375 skills that covers training large language models with NVIDIA Megatron, part of a comprehensive curated collection spanning AI/ML, development, and scientific research.
BioPython skill for computational biology and bioinformatics, covering sequence analysis, alignments, phylogenetics, and biological data processing.
Generates innovative research hypotheses by exploring interdisciplinary connections, challenging assumptions, and developing creative methodological approaches.
Generates SEO-optimized marketing content with consistent brand voice, leveraging AI-powered analysis and platform-specific content frameworks.
Evaluates LLM performance systematically using automated metrics, human feedback, and benchmarking techniques across various dimensions.
Skill for Opentrons liquid handling robot integration, covering protocol development, labware definitions, and automated laboratory workflow programming.
Provides AI-ready drug discovery datasets, benchmarks, and molecular oracles for therapeutic machine learning and pharmacological prediction tasks.
Programmatically access, manage, and integrate LabArchives electronic lab notebooks via REST API for automated research documentation workflows.
Converts chemical structures (SMILES) to ML-ready molecular features using 100+ featurizers for QSAR, screening, and deep learning tasks.
Manages comprehensive Corrective and Preventive Action (CAPA) processes, conducting systematic root cause analysis and implementing sustainable quality management solutions.
Provides strategic leadership guidance and executive decision-making tools for CEOs to analyze strategy, model financial scenarios, manage board governance, and drive organizational transformation.
A Mamba architecture skill from the Droid Tings collection, providing expertise on the Mamba state-space model architecture as part of a comprehensive set of 375 skills and 155 custom droids for Claude AI.
Teaches modern JavaScript techniques like async/await, destructuring, and functional patterns to write cleaner, more efficient code across web applications.
Trains AI models to be safe and ethical through self-critique and AI-driven feedback, using a set of principled guidelines.
Enables comprehensive mass spectrometry data analysis by providing Python bindings for processing, identifying, and quantifying proteomics and metabolomics experiments.
Builds stateful chatbots with OpenAI Assistants API v2, enabling advanced AI interactions with Code Interpreter, File Search, and Function Calling.
Enables efficient large-scale model training by implementing Mixture of Experts (MoE) architectures with 5× compute cost reduction and sparse model optimization.
A skill for accessing the ClinPGx pharmacogenomics database (successor to PharmGKB), enabling queries of gene-drug interactions, CPIC guidelines, and allele functions for precision medicine and genotype-guided dosing.
Skill for serving large language models with vLLM, covering deployment configurations, batching strategies, and performance optimization for LLM inference.
Queries Ensembl genome database to retrieve gene information, sequences, variants, and comparative genomics data across 250+ species.
UMAP dimensionality reduction skill for fast nonlinear manifold learning, 2D/3D visualization, clustering preprocessing with HDBSCAN, and high-dimensional data analysis.
Performs comprehensive security engineering tasks including threat modeling, security audits, penetration testing, and cryptography implementation across diverse technology stacks.
Enables graph-based machine learning for drug discovery, molecular property prediction, and biomedical graph analysis using PyTorch.
Accelerates LLM inference by 1.5-3.6× using speculative decoding, draft models, and parallel token generation techniques.
A skill for reducing LLM size and accelerating inference using pruning techniques like Wanda and SparseGPT, achieving 50% sparsity with minimal accuracy loss and supporting N:M sparsity patterns for hardware-friendly deployment.
Reads, writes, and manipulates DICOM medical imaging files, enabling pixel data extraction, metadata processing, and image format conversion.
Enables lightning-fast text tokenization with Rust-powered performance, supporting custom vocabulary training and multiple tokenization algorithms for NLP tasks.
Enables computational pathology workflows by loading, preprocessing, and analyzing whole-slide images for machine learning and spatial biology research across 160+ slide formats.
Tokenizes raw Unicode text using unsupervised BPE and Unigram algorithms, enabling multilingual and CJK language support with deterministic, lightweight vocabulary generation.
Skill for querying Google Data Commons API, enabling access to public statistical datasets for demographics, economics, health, and environmental data.
Performs comprehensive survival analysis and time-to-event modeling using Python's scikit-survival library, handling censored data and predicting event risks.
Simplifies molecular cheminformatics by providing a Pythonic, user-friendly wrapper around RDKit for efficient molecular processing and analysis.
Enables lightweight, Git-backed content management for static sites with 5x smaller bundle, GraphQL performance, and framework-agnostic support.
Configures and applies ShellCheck for robust shell script static analysis and quality enforcement.
Enables high-performance reinforcement learning with optimized parallel environment simulation, PPO training, and multi-agent support across various RL frameworks.
A confidence check skill from Droid-Tings, a comprehensive collection of development skills for full-stack engineering with AI-assisted workflows.
Builds high-quality MCP servers that enable LLMs to interact with external services through well-designed, workflow-optimized tools and APIs.
Manages biological datasets with queryable, traceable, and reproducible data infrastructure using biological ontologies and workflow integrations.
Visualizes and tracks machine learning training metrics, model architectures, and performance across PyTorch and TensorFlow experiments.
A skill for integrating with OMERO, an open-source microscopy data management platform, enabling image access via Python API, dataset retrieval, pixel analysis, ROI management, and batch processing for microscopy workflows.
A skill that provides Senior Quality Manager (QMR) expertise for HealthTech and MedTech companies, covering quality system governance, regulatory compliance oversight, management accountability, and strategic quality leadership.
Extracts clean, readable article content from URLs, removing ads, navigation, and clutter while preserving the main text.
A next-generation sequencing (NGS) analysis toolkit for BAM to bigWig conversion, quality control (correlation, PCA, fingerprints), and heatmap/profile visualization for ChIP-seq, RNA-seq, and ATAC-seq data.
Enables programmatic interaction with protocols.io for searching, creating, updating, and managing scientific protocols across research workflows.
A skill that teaches how to use NVIDIA NeMo Curator for GPU-accelerated data curation, featuring fuzzy deduplication (16x faster), quality filtering with 30+ heuristics, semantic deduplication, PII redaction, and NSFW detection for LLM training data preparation.
Rapidly merge and enhance AI models by blending domain-specific capabilities without retraining, using advanced techniques like SLERP and TIES-Merging.
Skill for extracting and analyzing competitors' ads from ad libraries like Facebook and LinkedIn to understand messaging, problems, and creative approaches that drive successful campaigns.
Enables reading, writing, and processing genomic sequencing files (BAM/VCF/FASTA) with efficient Python bindings to htslib for bioinformatics analysis.
Provides strategic regulatory guidance and leadership for HealthTech and MedTech companies, managing global compliance and submission processes.
Enables probabilistic modeling, integration, and analysis of single-cell genomics data across RNA-seq, ATAC-seq, spatial, and multimodal datasets using deep generative models.
A skill for querying PubChem's database of 110M+ compounds via PUG-REST API, enabling chemical structure searches by name/SMILES/InChI, molecular property retrieval, similarity/substructure searches, and bioactivity data access.
Extends transformer model context windows using advanced positional encoding techniques like RoPE and YaRN for processing ultra-long documents.
Generates professional, pre-designed color and font themes for styling slides, documents, and other visual artifacts with one-click consistency.
Streamlines product management workflows with RICE prioritization, customer interview analysis, PRD templates, and strategic frameworks.
A senior FDA consultant skill for medical device companies, providing FDA pathway expertise, QSR compliance, HIPAA evaluations, cybersecurity guidance, and regulatory submission support.
A senior GDPR/DSGVO expert skill that provides EU GDPR and German DSGVO expertise, including privacy impact assessments, data protection auditing, and compliance verification for organizations.
A skill that applies Anthropic's official brand colors and typography to artifacts, useful when brand colors, style guidelines, visual formatting, or company design standards need to be applied.
Generates creative domain name ideas for projects and checks availability across multiple TLDs (.com, .io, .dev, .ai, etc.), saving hours of brainstorming and manual checking.
Systematically optimize SQL queries by analyzing execution plans, implementing strategic indexing, and identifying performance bottlenecks to dramatically improve database efficiency.
Generates professional, user-friendly changelogs by automatically transforming git commits into clear, categorized release notes.
A openai apps mcp skill from Droid-Tings, a comprehensive collection of development skills for full-stack engineering with AI-assisted workflows.
Generates tailored internal communications using predefined company guidelines and formats for various communication types.
Generates, modifies, and analyzes PowerPoint presentations by extracting text, manipulating XML, and working with slide layouts, themes, and content.
A skill that creates new Claude skills and automatically shares them on Slack using Rube for seamless team collaboration and skill discovery.
Generates strategic product leadership frameworks, cascading OKRs, and driving organizational alignment for Head of Product roles.
Designs and implements robust microservices architectures using proven patterns for service decomposition, communication, and resilience.
Provides comprehensive spreadsheet creation, editing, and analysis capabilities with support for formulas, formatting, data analysis, and visualization across .xlsx, .xlsm, .csv, and .tsv file formats.
A skill for mastering defensive Bash programming techniques for production-grade scripts, CI/CD pipelines, and system utilities requiring fault tolerance and safety.
A agentdb vector search skill from Droid-Tings, a comprehensive collection of development skills for full-stack engineering with AI-assisted workflows.
A llamaindex skill from Droid-Tings, a comprehensive collection of development skills for full-stack engineering with AI-assisted workflows.
Analyzes recent coding interactions to identify development patterns, skill gaps, and personalized learning resources for continuous improvement.
A mcp integration skill from Droid-Tings, a comprehensive collection of development skills for full-stack engineering with AI-assisted workflows.
Provides expert guidance on EU MDR 2017/745 compliance, offering comprehensive medical device regulatory assessment, classification, and technical documentation support.
A deployment pipeline design skill from Droid-Tings, a comprehensive collection of development skills for full-stack engineering with AI-assisted workflows.
Builds complex, multi-component Claude.ai HTML artifacts using React, Tailwind CSS, and shadcn/ui, with easy initialization and single-file bundling.
Randomly selects fair and transparent winners from lists, spreadsheets, or Google Sheets for giveaways, contests, and random selections.
Enables comprehensive shell script testing using Bats, covering unit tests, TDD, and CI/CD pipeline validation for robust shell utility development.
Creates optimized animated GIFs for Slack, validating size constraints and providing composable animation tools.
Enforces PCI DSS compliance by providing comprehensive guidelines, validation checks, and secure practices for handling payment card data.
Develops and standardizes custom command workflows for complex technical projects, ensuring systematic implementation and comprehensive project understanding.
A comprehensive curated collection of 375 skills and 155 custom droids for Claude AI and Factory's Droid system, covering AI/ML, development, scientific research, business, security, and design categories.