🎯Skills370
nextjs-shadcn-builder skill from ovachiever/droid-tings
security-auditor skill from ovachiever/droid-tings
threejs-graphics-optimizer skill from ovachiever/droid-tings
api-documenter skill from ovachiever/droid-tings
applying-brand-guidelines skill from ovachiever/droid-tings
readme-updater skill from ovachiever/droid-tings
secret-scanner skill from ovachiever/droid-tings
Configures Tailwind v4 with shadcn/ui, automating CSS variable setup, dark mode, and preventing common initialization errors.
deep-reading-analyst skill from ovachiever/droid-tings
Validates and type-checks React forms using React Hook Form and Zod, ensuring seamless client-side and server-side validation with TypeScript type inference.
dependency-auditor skill from ovachiever/droid-tings
using-tmux-for-interactive-commands skill from ovachiever/droid-tings
github-project-automation skill from ovachiever/droid-tings
thesys-generative-ui skill from ovachiever/droid-tings
playwright browser automation skill from ovachiever/droid-tings
Generates Next.js 16 app configurations with App Router, Server Components, async route params, and advanced caching strategies.
reportlab skill from ovachiever/droid-tings
Enables advanced TypeScript type manipulation through generics, conditional types, mapped types, and utility types for creating robust, type-safe applications.
Implements robust authentication and authorization patterns using JWT, OAuth2, and RBAC for secure, scalable access control systems.
Automatically generates descriptive conventional commit messages by analyzing staged git changes, helping developers create clear and standardized commit documentation.
Optimizes LLM performance through advanced prompt engineering, RAG techniques, and agentic system design for AI product development.
Generates high-quality React/NextJS components, optimizes frontend performance, and provides expert-level scaffolding for modern web applications.
Enables building React Native 0.76+ Expo apps with SDK 52, supporting New Architecture, React 19 changes, and modern development workflows.
Transforms Notion product specifications into detailed, actionable implementation tasks with comprehensive tracking and progress management.
Searches Notion workspace, synthesizes findings from multiple pages, and generates comprehensive research documentation with citations and insights.
Automatically prepares comprehensive meeting materials by gathering Notion context, enriching with research, and creating pre-read and agenda documents.
Implement backend architecture patterns like Clean Architecture and Domain-Driven Design to build maintainable, loosely-coupled, and scalable software systems.
Provides systematic, constructive code review techniques to catch bugs, share knowledge, and improve team collaboration and code quality.
Transcribes audio in 99 languages with high accuracy, supporting speech-to-text, translation, and robust processing across diverse audio conditions.
Generates comprehensive design system tokens, components, and documentation to streamline UI design workflow and ensure visual consistency across projects.
Seamlessly integrates Google Gemini API with advanced multimodal AI capabilities, supporting text generation, function calling, and thinking mode across various models.
Develops scalable backend systems with advanced API scaffolding, database optimization, security implementation, and performance tuning across multiple programming languages and frameworks.
Builds LLM applications with agents, RAG, and tool calling across multiple providers, enabling rapid prototyping and production deployments.
Enables loading, fine-tuning, and performing inference on pre-trained transformer models across NLP, vision, audio, and multimodal tasks using Hugging Face's library.
tooluniverse skill from ovachiever/droid-tings
Visualizes statistical data through publication-quality scatter, box, violin, and correlation plots with automatic statistical estimation.
Designs distinctive, production-grade frontend interfaces with creative aesthetics, avoiding generic AI design and focusing on purposeful, memorable visual experiences.
Guides users through creating Claude Code Agent Skills by providing step-by-step instructions for skill design, structure, and best practices.
Builds and optimizes scalable data pipelines and infrastructure using advanced Python, SQL, and modern data stack technologies.
Stores and searches embeddings with metadata, enabling semantic search and RAG applications through a simple 4-function API.
Designs comprehensive software architectures using modern tech stacks, generating diagrams, analyzing dependencies, and providing system design recommendations.
Automatically analyzes CSV files, generating comprehensive statistical summaries and intelligent visualizations tailored to the data's unique characteristics.
Reviews and analyzes code across multiple languages, providing automated quality checks, security scans, and comprehensive feedback for pull requests and code improvements.
Quantizes machine learning models using bitsandbytes library to reduce model size and computational requirements while preserving performance.
Enables designing and implementing proven n8n workflow architectural patterns for efficient automation and integration across different use cases.
Enables high-performance data manipulation with lazy evaluation, expression-based transformations, and efficient DataFrame operations using Apache Arrow.
Builds robust, self-hosted authentication for Cloudflare Workers with social login, 2FA, passkeys, organizations, and role-based access control.
Retrieves and integrates biological data across 40+ bioinformatics databases, enabling complex multi-database queries and identifier mapping in Python.
Modernizes React applications by automating version upgrades, migrating class components to hooks, and adopting concurrent rendering features.
Generates comprehensive test suites, performs coverage analysis, and scaffolds E2E tests for modern web and mobile applications with advanced automation.
Captures and transforms conversation insights into structured, discoverable Notion documentation pages with appropriate formatting and organization.
Simplifies React state management with a minimal, type-safe Zustand store that supports TypeScript, middleware, and fine-grained reactivity.
Manages server state in React by providing powerful data fetching, caching, and synchronization utilities with TanStack Query v5.
Generates instant test scaffolding for new functions and components using framework-specific testing patterns like Jest, Vitest, and Pytest.
Streamline complex Git workflows by mastering advanced techniques like interactive rebasing, cherry-picking, bisect, worktrees, and reflog for clean history management.
Generates TypeScript code for Minecraft Protocol (MCP) interactions, simplifying network communication and packet handling.
Learns unsupervised embeddings of genomic regions and single-cell data using machine learning techniques for advanced genomic analysis.
Enables graph neural network model training and inference using PyTorch Geometric, supporting complex geometric deep learning tasks on structured graph data.
Enables comprehensive network and graph analysis in Python, supporting graph creation, algorithmic computation, visualization, and manipulation across diverse domains.
Downloads videos from YouTube and other platforms with customizable quality, format, and batch download options.
Generates data-driven user personas, maps customer journeys, and validates design insights through comprehensive UX research techniques.
Enables lightning-fast billion-scale vector similarity search with GPU acceleration and multiple index types for high-performance applications.
Validates n8n workflow configurations by interpreting validation errors, guiding fixes, and navigating validation loops for smooth workflow design.
Retrieves and searches NCBI Gene Expression Omnibus (GEO) datasets, enabling comprehensive gene expression and genomics data exploration.
Extracts transcripts and captions from YouTube videos by using yt-dlp, supporting manual and auto-generated subtitles across multiple languages.
Guides users in creating specialized skills that extend Claude's capabilities with domain expertise, workflows, and tool integrations.
Enables comprehensive machine learning workflows in Python by providing robust tools for preprocessing, model training, evaluation, and pipeline construction across various learning paradigms.
Retrieves and queries comprehensive cancer mutation data from the COSMIC database for genomic research and precision oncology.
Automates fullstack web application development with comprehensive scaffolding, code quality analysis, and modern tech stack guidance.
Queries NCBI ClinVar to retrieve and interpret clinical significance of genetic variants across genes, positions, and conditions.
Manages Python dependencies with lightning-fast package installation, virtual environment creation, and advanced dependency resolution using the uv tool.
Performs AI-powered web searches using Perplexity models, delivering real-time, source-cited information across various domains.
Enables fine-tuning of language models using Transformers Reinforcement Learning (TRL) for targeted performance improvements and adaptive model optimization.
Provides AI-powered clinical decision support by analyzing patient data and recommending evidence-based diagnostic and treatment insights for healthcare medical professionals.
Implements robust Node.js backend architectures with Express/Fastify, covering middleware, authentication, database integration, and scalable API design best practices.
Builds React chat interfaces with Vercel AI SDK v5/v6, providing hooks, error solutions, and seamless agent integration for AI-powered applications.
Extracts, merges, splits, and manipulates PDF documents with advanced text, table, and form processing capabilities.
Generates publication-quality scientific visualizations in Python, creating diverse plots like line, scatter, bar, and 3D charts with extensive customization options.
Implements Retrieval-Augmented Generation (RAG) to enable LLMs to access and ground responses in external knowledge sources via semantic search and vector databases.
Generates high-quality sentence, text, and image embeddings using 5000+ pre-trained transformer models for semantic similarity, search, and retrieval tasks.
Collaboratively researches, outlines, drafts, and refines content while preserving the writer's unique voice and style.
Simulates and controls iOS device environments, enabling developers to programmatically launch, interact with, and manage virtual iOS simulators for testing and development purposes.
Manages academic citations by searching scholarly databases, extracting precise metadata, validating references, and generating accurate BibTeX entries for research writing.
Automates laboratory workflows by controlling liquid handling robots, plate readers, and scientific equipment through a unified Python interface.
Enables serverless Python code execution in the cloud with GPU acceleration, automatic scaling, and minimal configuration for ML, batch processing, and API deployment.
Designs and executes advanced data science projects using statistical modeling, machine learning, and experimental techniques to drive strategic business insights.
Systematically upgrade dependencies with compatibility analysis, staged rollouts, and comprehensive testing strategies.
Generates publication-ready scientific figures with multi-panel layouts, error bars, colorblind-safe palettes, and journal-specific export formats using matplotlib/seaborn/plotly.
Guides developers in designing intuitive, scalable REST and GraphQL APIs using best practices and design principles.
Transforms academic papers into interactive websites, presentation videos, and conference posters using AI-powered content extraction and design generation.
Efficiently stores and manipulates large N-dimensional arrays with chunking, compression, and cloud storage support for scientific computing workflows.
Generates structured JSON/XML/code with guaranteed validity using Pydantic models, local models, and grammar-based generation.
Analyzes scientific data files across 200+ formats, generating comprehensive markdown reports with format-specific insights, quality metrics, and analysis recommendations.
Generates high-fidelity scientific diagrams using AI, automatically creating publication-quality visualizations of complex systems, networks, and pathways.
tapestry skill from ovachiever/droid-tings
Tracks, versions, and manages machine learning experiments across frameworks, enabling reproducible and collaborative model development.
Retrieves and searches 3D protein/nucleic acid structures from RCSB PDB, enabling structural biology and drug discovery research.
Systematically evaluate scientific manuscripts and grant proposals across disciplines, assessing methodology, statistics, design, reproducibility, and research integrity.
Enables seamless vector database management for production AI applications with auto-scaling, hybrid search, and low-latency serverless infrastructure.
Provides expert guidance and implementation support for PyTorch Fully Sharded Data Parallel (FSDP) training, covering parameter sharding, mixed precision, and large-scale model optimization.
Streamlines PyTorch neural network training by organizing code, automating workflows, and enabling scalable multi-GPU/TPU distributed training with minimal boilerplate.
Tokenizes raw Unicode text using unsupervised BPE and Unigram algorithms, enabling multilingual and CJK language support with deterministic, lightweight vocabulary generation.
Streamlines backend AI development with Vercel AI SDK v5/v6, offering comprehensive support for multi-provider integration, error handling, and latest model compatibility.
Enables zero-shot image classification and cross-modal retrieval by understanding images through natural language descriptions.
Queries and retrieves public statistical data from Data Commons, enabling access to demographic, economic, health, and environmental information across global sources.
Queries and analyzes scholarly literature across 240M+ academic works using the OpenAlex database, enabling comprehensive research output and citation tracking.
Systematically build, optimize, and modularize AI systems using Stanford NLP's declarative programming framework for language models.
Enables 4-bit quantization of large language models, reducing memory by 4× and boosting inference speed on consumer GPUs with minimal accuracy loss.
Queries the NHGRI-EBI GWAS Catalog to retrieve genetic variant associations, trait-specific SNPs, and summary statistics for genomic research and risk prediction.
Processes large datasets in parallel, scaling pandas/NumPy operations across multiple cores and machines for efficient data manipulation.
Retrieves current research and academic information by intelligently searching academic papers, studies, and technical documentation using Perplexity's Sonar models.
Provides comprehensive backend development guidelines for Langfuse's Next.js/tRPC monorepo, covering architecture, patterns, and best practices for building scalable and maintainable services.
Transforms astronomical data through coordinate conversions, unit handling, FITS file processing, cosmological calculations, and precise time management using Python.
Generates testable scientific hypotheses by systematically exploring observations, conducting literature reviews, and developing evidence-based explanatory mechanisms across research domains.
Systematically reviews and validates claude-skills repository documentation through comprehensive 9-phase technical audit, auto-fixing unambiguous issues with severity classification.
Detects and reports comprehensive system resources, generating strategic recommendations for computational approaches in scientific computing tasks.
Systematically searches multiple academic databases, synthesizes research findings, verifies citations, and generates professional markdown and PDF literature review documents.
Enables seamless ML experiment tracking, visualization, and collaboration using Weights & Biases platform for real-time metrics logging and model management.
Generates professional research posters in LaTeX with advanced layout design, multi-column formats, and conference-ready visual communication.
Optimizes and accelerates machine learning training and inference workflows using Hugging Face's Accelerate library for distributed computing and hardware acceleration.
Enables no-code fine-tuning of 100+ LLMs using LLaMA-Factory with WebUI, QLoRA, and multimodal support.
Symbolically solves mathematical problems using Python, performing exact symbolic computations across algebra, calculus, physics, and code generation.
Provides comprehensive LaTeX templates and formatting guidelines for scientific journals, conferences, research posters, and grant proposals across multiple disciplines.
Searches and retrieves purchasable chemical compounds from ZINC's 230M+ database using ZINC IDs, SMILES, similarity metrics, and 3D structures for drug discovery.
Generates concise, evidence-based medical treatment plans in LaTeX/PDF format, covering multiple specialties with SMART goals and regulatory compliance.
Enables advanced time series machine learning by providing specialized algorithms for classification, regression, clustering, forecasting, and anomaly detection across temporal data.
Implements advanced large language model training and fine-tuning workflows using the LitGPT library for efficient and customizable AI model development.
Converts diverse file formats like PDFs, images, and audio to clean, LLM-optimized Markdown for text extraction and processing.
Guides developers through creating, structuring, and publishing Python packages using modern packaging tools and best practices.
Enables comprehensive interaction with OpenAI's APIs, supporting chat completions, embeddings, images, audio, and moderation with advanced features like streaming and function calling.
Generates original visual art designs by creating a unique design philosophy and expressing it through minimalist, meticulously crafted visual compositions.
Renders web pages using headless Chrome on Cloudflare Workers for screenshots, PDFs, web scraping, and browser automation tasks.
Accelerates LLM inference by 1.5-3.6× using speculative decoding, draft models, and parallel token generation techniques.
Accelerates machine learning fine-tuning by optimizing LoRA/QLoRA training for LLMs with 2-5x speed and 50-80% memory reduction.
Searches and retrieves USPTO patent, trademark, and IP data through specialized APIs for comprehensive intellectual property research.
Enables high-performance computational fluid dynamics simulations in Python, solving complex fluid flow problems using advanced pseudospectral methods and parallel computing techniques.
Accelerates GPU-powered data curation for LLM training by performing fuzzy deduplication, quality filtering, semantic deduplication, and PII redaction across text, image, video, and audio datasets.
Automates end-to-end scientific research workflows by orchestrating AI agents for data analysis, hypothesis generation, and publication preparation.
Enables seamless genomics pipeline development by interacting with DNAnexus cloud platform, managing data, building apps, and executing bioinformatics workflows using dxpy SDK.
Enables high-performance genomic interval analysis and processing with Rust-powered tools for overlap detection, coverage tracking, and ML preprocessing.
Filters AI conversations for safety across 6 categories like violence, sexual content, and criminal planning with 94-95% accuracy.
Enables comprehensive mass spectrometry data analysis by providing Python bindings for processing, identifying, and quantifying proteomics and metabolomics experiments.
Enables graph-based machine learning for drug discovery, molecular property prediction, and biomedical graph analysis using PyTorch.
Retrieves, analyzes, and manages microscopy images and metadata from OMERO platform using Python, enabling high-content screening and research workflows.
Analyzes and generates architectural diagrams and documentation for RWKV language model implementations, mapping out model structure and computational flow.
Generates comprehensive and compliant clinical reports across case studies, diagnostics, trials, and patient documentation with regulatory precision.
Programmatically access, manage, and integrate LabArchives electronic lab notebooks via REST API for automated research documentation workflows.
Queries STRING database to retrieve, map, and analyze protein-protein interactions across 5000+ species for systems biology research.
Autonomously executes complex biomedical research tasks across genomics, drug discovery, molecular biology, and clinical analysis using AI reasoning and integrated databases.
Generates SEO-optimized marketing content with consistent brand voice, leveraging AI-powered analysis and platform-specific content frameworks.
Queries the openFDA API to retrieve comprehensive regulatory data on drugs, devices, adverse events, recalls, and substances for research and analysis.
Enables conversational image understanding by combining vision and language models for multi-turn visual interactions and question answering.
Implements comprehensive error handling strategies across languages, focusing on resilient error management, propagation, and graceful degradation techniques.
Streamlines LLM fine-tuning with Axolotl, supporting 100+ models, LoRA/QLoRA, advanced training methods, and multimodal configurations via YAML.
Guides fine-tuning language models using Group Relative Policy Optimization (GRPO) for structured reasoning and task-specific training with TRL.
Automates recurring billing systems by managing subscriptions, invoicing, payment recovery, and billing lifecycle for SaaS and subscription-based businesses.
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...
Trains large language models using Open Reinforcement Learning from Human Feedback (RLHF) techniques to improve model alignment and performance.
Enables concurrent and non-blocking asynchronous programming in Python using asyncio, async/await patterns for high-performance I/O-bound applications.
Generates algorithmic art philosophies and p5.js sketches by exploring computational aesthetics, emergent behaviors, and seeded randomness.
Queries Ensembl genome database to retrieve gene information, sequences, variants, and comparative genomics data across 250+ species.
Enables programmatic interaction with protocols.io for searching, creating, updating, and managing scientific protocols across research workflows.
Infers gene regulatory networks from transcriptomics data using scalable machine learning algorithms, identifying transcription factor-target gene relationships across large datasets.
Predicts precise 3D protein-ligand binding poses using diffusion models for structure-based drug design and virtual screening.
Queries NCBI Gene database via E-utilities/Datasets API to search, retrieve, and analyze gene information across species using gene symbols or IDs.
Simplifies molecular cheminformatics by providing a Pythonic, user-friendly wrapper around RDKit for efficient molecular processing and analysis.
Prunes large language models to reduce size and accelerate inference using techniques like Wanda and SparseGPT, achieving 50% sparsity with minimal accuracy loss.
Enables lightning-fast text tokenization with Rust-powered performance, supporting custom vocabulary training and multiple tokenization algorithms for NLP tasks.
Queries PubChem's chemical database to search, retrieve, and analyze molecular properties, structures, and bioactivity data across 110M+ compounds.
Generates and manages advanced, responsive data tables using TanStack (React Table) with dynamic filtering, sorting, and pagination capabilities.
Reads, writes, and manipulates DICOM medical imaging files, enabling pixel data extraction, metadata processing, and image format conversion.
Executes database migrations across ORMs with zero-downtime strategies, supporting schema changes, data transformations, and rollback procedures.
Parses FCS flow cytometry files, extracting event data as NumPy arrays, reading metadata, and converting to CSV/DataFrame for scientific data preprocessing.
Trains and deploys reinforcement learning agents using PyTorch-based algorithms like PPO, SAC, and DQN across various environments and tasks.
Automatically adds zero-config, accessible animations to lists, forms, and UI elements across multiple JavaScript frameworks with minimal setup and error prevention.
Evaluates large language models systematically by providing standardized benchmarks, performance metrics, and comparative analysis across multiple dimensions.
Trains compact GPT models from scratch on Shakespeare or OpenWebText, enabling deep learning enthusiasts to understand transformer architectures through minimalist, hackable code.
Queries ClinicalTrials.gov API to search, retrieve, and export clinical trial data by condition, drug, location, status, or phase for research and patient matching.
Generates and tests scientific hypotheses automatically using large language models, accelerating research discovery across multiple domains.
Performs differential gene expression analysis on bulk RNA-seq data using DESeq2 statistical methods in Python.
Processes mass spectrometry data by importing, filtering, and comparing spectra across multiple formats for metabolomics research and compound identification.
Rapidly query 20+ genomic databases for gene info, sequences, protein structures, and disease associations via CLI and Python functions.
Queries Open Targets Platform to retrieve comprehensive target-disease associations, drug target data, and therapeutic evidence for research and drug discovery.
Analyzes and generates architectural diagrams for Mamba machine learning models, mapping their unique state-space modeling structure and computational flow.
Enables reading, writing, and processing genomic sequencing files (BAM/VCF/FASTA) with efficient Python bindings to htslib for bioinformatics analysis.
Generates and analyzes protein sequences, structures, and functions using advanced language models like ESM3 and ESM C.
Generates structured, constrained LLM outputs using regex, grammars, and workflows to ensure valid JSON, XML, and code formats.
Filters and prioritizes compound libraries by applying drug-likeness rules, structural alerts, and medicinal chemistry metrics for efficient molecular triage.
Optimizes and accelerates LLM inference on NVIDIA GPUs with up to 10-100x faster performance, supporting quantization, in-flight batching, and multi-GPU scaling.
Systematically evaluates scholarly work across multiple research dimensions using the ScholarEval methodology, providing comprehensive and structured academic assessment.
Analyzes single-cell RNA sequencing data by performing comprehensive workflows including QC, normalization, clustering, and visualization.
Enables probabilistic modeling, integration, and analysis of single-cell genomics data across RNA-seq, ATAC-seq, spatial, and multimodal datasets using deep generative models.
Enables biological data analysis by providing tools for sequence manipulation, phylogenetics, diversity metrics, and microbiome research in Python.
Explains machine learning model predictions by computing SHAP values, generating feature importance visualizations, and providing insights across various model types.
Enables molecular machine learning by predicting properties, processing chemical data, and training models for drug discovery and materials science.
Performs probabilistic Bayesian modeling and statistical inference using PyMC, enabling complex statistical analysis and predictive modeling with Markov Chain Monte Carlo sampling.
Analyzes and manipulates materials science data using the Python Materials Genomics (pymatgen) library for computational chemistry and crystallography.
I apologize, but I cannot generate a description because no context or details about the "pyhealth" skill were provided in your request. To help me craft an accurate one-sentence description, could...
gemini cli skill from ovachiever/droid-tings
Manages comprehensive document control systems, ensuring regulatory compliance, systematic document management, and effective change control for medical device organizations.
Generates, edits, and analyzes .docx files with comprehensive support for tracked changes, comments, text extraction, and document formatting preservation.
Streamlines monorepo development by configuring Turborepo, pnpm workspaces, and optimizing build performance across multiple packages and applications.
Builds AI applications with OpenAI Agents SDK, enabling text and voice agents, multi-agent workflows, tools with Zod schemas, and deployment to various platforms.
Enables visual, Git-backed content management for modern web applications, supporting Next.js, Vite+React, and Astro with non-technical editor-friendly interfaces.
Performs comprehensive survival analysis and time-to-event modeling using Python's scikit-survival library, handling censored data and predicting event risks.
Extends transformer model context windows using advanced positional encoding techniques like RoPE and YaRN for processing ultra-long documents.
Retrieves DNA/RNA sequences, raw reads, and genome assemblies from the European Nucleotide Archive via API/FTP for genomics and bioinformatics research.
Enables efficient large-scale model training by implementing Mixture of Experts (MoE) architectures with 5× compute cost reduction and sparse model optimization.
Enables constraint-based metabolic modeling and analysis, performing flux balance analysis, gene knockout simulations, and phenotype predictions for systems biology research.
Enforces runtime safety for LLM applications by detecting jailbreaks, validating inputs/outputs, filtering PII, and preventing toxic or hallucinatory responses using Colang 2.0.
Trains AI models to be safe and ethical through self-critique and AI-driven feedback, using a set of principled guidelines.
Queries comprehensive pharmacogenomics data from ClinPGx, retrieving gene-drug interactions, clinical guidelines, and allele functions for precision medicine and personalized dosing decisions.
Queries ChEMBL's extensive bioactive molecule database to retrieve compound, target, and bioactivity data for drug discovery research.
Provides AI-ready drug discovery datasets, benchmarks, and molecular oracles for therapeutic machine learning and pharmacological prediction tasks.
Manages and manipulates annotated data matrices, especially for single-cell genomics, with efficient storage and multi-dimensional metadata handling.
Explores and analyzes single-cell genomics data using the Cellxgene Census API for comprehensive cellular research and visualization.
That enables serving Large Language Models (systems (LModelsL) Vector Language Learning Models ((vllms via a flexible,-scalable platform infrastructure.Provides robust deployment and management cap...
Analyzes biological sequences, performs molecular biology computations, and processes genomic data using the Biopython library.
Manages biological datasets with queryable, traceable, and reproducible data infrastructure using biological ontologies and workflow integrations.
Simulates complex systems by modeling processes, resources, and time-based interactions using Python generator functions and event-driven scheduling.
Generates production-ready GitHub Actions workflow templates for automating testing, building, and deploying applications across different tech stacks.
Converts chemical structures (SMILES) to ML-ready molecular features using 100+ featurizers for QSAR, screening, and deep learning tasks.
Retrieves and searches biomedical research articles using advanced PubMed API queries with Boolean operators, MeSH terms, and precise filtering capabilities.
Generates innovative research hypotheses by exploring interdisciplinary connections, challenging assumptions, and developing creative methodological approaches.
Enables seamless document Q&A and semantic search by automatically indexing, embedding, and querying files using Google Gemini's managed RAG technology.
Streamline end-to-end testing with robust Playwright and Cypress patterns for reliable, fast, and maintainable test suites across browsers.
Designs and builds sophisticated LLM applications using LangChain's modular framework with agents, chains, memory, and tool integration patterns.
Rapidly merge and enhance AI models by blending domain-specific capabilities without retraining, using advanced techniques like SLERP and TIES-Merging.
Provides expert guidance and optimization strategies for distributed deep learning training using DeepSpeed, covering ZeRO stages, pipeline parallelism, and mixed precision techniques.
Provides expert guidance for configuring n8n nodes by dynamically revealing required fields, dependencies, and operation-specific settings.
Performs comprehensive statistical modeling and econometric analysis with advanced regression, time series, and hypothesis testing capabilities.
Extracts and validates structured data from LLM responses using Pydantic schemas, supporting multiple providers with automatic retries and type safety.
Queries KEGG databases via REST API to retrieve comprehensive biological pathway, gene, compound, and molecular interaction information for academic research.
Enables building and deploying serverless bioinformatics workflows using Python decorators, cloud data management, and seamless Nextflow/Snakemake integration.
Enables efficient LLM inference on CPUs, Apple Silicon, and non-NVIDIA GPUs using lightweight, quantized models with minimal dependencies.
Retrieves and queries metabolite data, study metadata, and molecular structures from the NIH Metabolomics Workbench database across 4,200+ studies.
Guides n8n-mcp users through node discovery, configuration validation, workflow management, and tool selection with expert-level precision.
Automates lab workflows by writing Opentrons Protocol API v2 protocols for liquid handling, hardware control, and pipetting on Flex and OT-2 robots.
Optimizes attention mechanism computational efficiency in machine learning models by implementing flash attention techniques for faster neural network processing.
Enables computational pathology workflows by loading, preprocessing, and analyzing whole-slide images for machine learning and spatial biology research across 160+ slide formats.
Enables high-performance reinforcement learning with optimized parallel environment simulation, PPO training, and multi-agent support across various RL frameworks.
Enables advanced molecular manipulation and analysis through comprehensive cheminformatics operations like parsing, descriptor calculation, fingerprinting, and substructure searching.
Enables fast, structured LLM generation with RadixAttention prefix caching for JSON, regex, and agentic workflows with 5× faster inference.
Transforms learning content into actionable implementation plans using the Ship-Learn-Next framework, turning educational material into concrete, iterative learning quests.
Trains simple machine learning models using a streamlined, efficient approach optimized for quick iteration and minimal configuration.
Visualizes and tracks machine learning training metrics, model architectures, and performance across PyTorch and TensorFlow experiments.
Trains large language models using the Megatron framework, optimizing model architecture and performance for advanced AI training scenarios.
Performs fast, nonlinear dimensionality reduction for high-dimensional data visualization, clustering preprocessing, and machine learning embeddings using UMAP algorithm.
Retrieves protein data from UniProt via REST API, enabling searches, FASTA sequence retrieval, ID mapping, and detailed protein information access.
Processes and analyzes massive tabular datasets beyond RAM limits, enabling fast aggregations, visualizations, and machine learning on big data.
Retrieves and analyzes AI-predicted protein structures from AlphaFold's database, enabling structural biology research and drug discovery by accessing 200M+ protein predictions.
Programmatically access and manage Benchling R&D platform data, including registry entities, inventory, lab notebooks, and workflows via API.
Searches and retrieves bioRxiv preprints by keywords, authors, dates, and categories, providing metadata and PDF downloads for scientific research.
Manipulates phylogenetic trees, detects evolutionary events, visualizes results, and integrates biological data for advanced phylogenomic research.
Generates production-ready FastAPI project templates with async patterns, dependency injection, and comprehensive API architecture best practices.
Generates text embeddings using Google Gemini's API for semantic search, RAG systems, and document clustering with flexible dimension sizes and task-specific optimization.
Processes whole slide images by detecting tissue regions, extracting informative tiles, and preparing datasets for computational pathology pipelines.
Searches and retrieves comprehensive metabolite data from the Human Metabolome Database, enabling detailed chemical, clinical, and spectroscopic metabolomics research.
Enables seamless semantic search and vector database operations using Cloudflare Vectorize V2, with advanced async mutations and metadata indexing capabilities.
Audits and identifies potential ideological biases, stereotypes, and discriminatory language in text using comprehensive linguistic analysis.
Enables writing Python code in n8n Code nodes using standard library functions with specific input/output syntax and node limitations.
Enables globally distributed key-value data storage and retrieval using Cloudflare Workers KV, optimized for caching, configuration, and user preferences.
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.
Builds high-quality MCP servers that enable LLMs to interact with external services through well-designed, workflow-optimized tools and APIs.
Solves multi-objective optimization problems using advanced evolutionary algorithms, generating Pareto-optimal solutions across engineering and design challenges.
Systematically investigate and resolve bugs by applying scientific method, reproducing issues, gathering evidence, and methodically testing hypotheses.
Enables world-class ML engineering by productionizing AI/ML models, implementing MLOps, and building scalable machine learning infrastructure with cutting-edge tools and practices.
Enables type-safe database operations with Drizzle ORM for Cloudflare D1, providing robust schema definition, migrations, and query management.
Uploads, stores, transforms, and serves images via Cloudflare Images API with global CDN, automatic optimization, and flexible variants.
Enables stateful AI conversations with OpenAI's Responses API, preserving reasoning across turns and improving multi-turn performance by 5%.
Generates, modifies, and analyzes PowerPoint presentations by extracting text, manipulating XML, and working with slide layouts, themes, and content.
Validates and helps fix n8n expression syntax, providing guidance for writing correct {{}} expressions in workflows.
confidence check skill from ovachiever/droid-tings
Enables writing custom JavaScript code in n8n Code nodes, processing workflow data with built-in helpers and specialized input/output handling.
Performs comprehensive security engineering tasks including threat modeling, security audits, penetration testing, and cryptography implementation across diverse technology stacks.
Extracts clean, readable article content from URLs, removing ads, navigation, and clutter while preserving the main text.
Enables AI inference, image generation, embeddings, and streaming using Cloudflare's global GPU network with Workers AI models.
Enables building autonomous AI agents with structured JSON outputs, JSON schema validation, and a robust plugins system for advanced workflow automation.
documentation review skill from ovachiever/droid-tings
Automates DevOps workflows by generating CI/CD pipelines, managing infrastructure as code, and streamlining cloud deployments across AWS, GCP, and Azure.
Provides comprehensive quality system governance, regulatory compliance oversight, and strategic leadership for HealthTech and MedTech companies' quality management.
Enables type-safe API routing with Hono, supporting fast, lightweight middleware and validation across multiple JavaScript runtimes.
Retrieves comprehensive drug information from DrugBank, enabling pharmaceutical research, drug discovery, and pharmacological analysis with detailed drug and target data.
Enables lightweight, Git-backed content management for static sites with 5x smaller bundle, GraphQL performance, and framework-agnostic support.
Extracts and analyzes competitors' ads from ad libraries to reveal messaging strategies, creative approaches, and successful marketing patterns.
Helps researchers craft precise scientific manuscripts with IMRAD structure, proper citations, reporting guidelines, and journal-specific formatting.
Converts NGS data files, performs quality control, and generates publication-quality visualizations for ChIP-seq, RNA-seq, and ATAC-seq experiments.
Initializes a new TypeScript project with TanStack (React Query, Router, etc.) boilerplate, setting up a standardized development environment.
Performs comprehensive medical device risk management using ISO 14971, conducting systematic risk analysis, evaluation, control, and post-production monitoring throughout the product lifecycle.
Scaffolds Cloudflare Workers with Hono routing, Vite plugin, and Static Assets, preventing common deployment and configuration errors.
Designs PostgreSQL schemas with best practices, optimizing table structures for performance, data integrity, and maintainability using advanced PostgreSQL features.
Intelligently enhances image quality by upscaling resolution, sharpening details, and reducing artifacts for professional-looking visuals.
Validates and extracts structured JSON responses from Claude API with strict schema conformance, prompt caching, and advanced error handling.
Enables advanced computer vision capabilities with state-of-the-art object detection, segmentation, and visual AI model training across PyTorch, OpenCV, and YOLO frameworks.
Enables seamless, type-safe client-side routing and navigation for modern web applications using TanStack Router's advanced routing capabilities.
Crafts competitive research proposals for NSF, NIH, DOE, and DARPA by developing agency-specific, persuasive grant narratives that meet complex submission requirements.
Implements comprehensive ISO 13485 Quality Management System design, documentation, and compliance for medical device companies, ensuring regulatory excellence and process optimization.
Tracks project progress across work sessions by managing SESSION.md with git checkpoints, phase status, and concrete next actions.
Connects Cloudflare Workers to PostgreSQL/MySQL databases with global connection pooling and caching, reducing latency and simplifying database integrations.
Rapidly build and deploy Model Context Protocol (MCP) servers in Python with flexible storage, authentication, and cloud deployment options.
Analyzes meeting transcripts to uncover communication patterns, identify behavioral insights, and provide actionable feedback for professional growth.
Teaches modern JavaScript techniques like async/await, destructuring, and functional patterns to write cleaner, more efficient code across web applications.
Authenticates and manages user credentials for clerk-based applications, providing secure login and access control mechanisms.
Generates creative, available domain names by analyzing your project and checking availability across multiple TLDs.
Generates INVEST-compliant user stories, manages agile backlogs, and supports sprint planning for product owners.
Integrates Minecraft Protocol (MCP) networking capabilities, enabling programmatic interaction with Minecraft servers and game mechanics.
Implements comprehensive ISO 27001 Information Security Management Systems for HealthTech and MedTech companies, focusing on risk assessment, security controls, and compliance.
Compresses large language models by transferring knowledge from teacher to student models, reducing model size and inference costs while maintaining performance.
Evaluates LLM performance systematically using automated metrics, human feedback, and benchmarking techniques across various dimensions.
Enables building stateful, real-time Cloudflare Durable Objects for persistent coordination, WebSocket servers, and complex application state management.
Generates scientifically-rigorous slide decks with compelling visuals, minimal text, and professional design for research presentations across academic and professional contexts.
Intelligently organizes files and folders by analyzing content, finding duplicates, suggesting optimal structures, and automating cleanup with minimal user intervention.
Enables seamless object storage and management on Cloudflare R2 using S3-compatible operations with robust error handling and metadata support.
Enables seamless Stripe payment integration with robust, PCI-compliant checkout, subscription, and webhook processing for web and mobile applications.
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.
Optimizes Python code performance by profiling, identifying bottlenecks, and applying targeted improvements across CPU, memory, and algorithmic dimensions.
Enables building robust async message queues in Cloudflare Workers for background processing, batch operations, and reliable task management.
Helps create professional, maintainer-friendly pull requests by preventing common mistakes and guiding open source contributions.
Generates professional, user-friendly changelogs by automatically transforming git commits into clear, categorized release notes.
Guides developers in implementing comprehensive Python testing strategies using pytest, covering unit tests, mocking, fixtures, and test-driven development practices.
Manages OpenAI application configurations and deployment workflows across multiple cloud platforms with centralized control and orchestration.
Configures and applies ShellCheck for robust shell script static analysis and quality enforcement.
Provides strategic technical leadership guidance, helping CTOs analyze tech debt, scale engineering teams, evaluate technologies, and make informed architecture decisions.
Builds and deploys Model Context Protocol (MCP) servers on Cloudflare Workers with TypeScript, OAuth, and advanced WebSocket capabilities.
Identifies and prioritizes high-quality business leads by analyzing your product, searching target companies, and providing personalized outreach strategies.
Develops comprehensive product marketing strategies, positioning, competitive intelligence, and go-to-market playbooks for B2B SaaS startups expanding internationally.
Builds stateful chatbots with OpenAI Assistants API v2, enabling advanced AI interactions with Code Interpreter, File Search, and Function Calling.
Enables seamless Redis-compatible key-value storage and caching for Next.js applications using Vercel KV, with automatic environment setup and edge runtime support.
Provides strategic leadership guidance and executive decision-making tools for CEOs to analyze strategy, model financial scenarios, manage board governance, and drive organizational transformation.
Analyzes recent coding interactions to identify development patterns, skill gaps, and personalized learning resources for continuous improvement.
agentdb vector search skill from ovachiever/droid-tings
Enables seamless serverless SQLite database management on Cloudflare Workers, simplifying database creation, migrations, and edge-optimized querying.
Orchestrates long-running, durable Cloudflare Workers workflows with automatic retries, state persistence, and multi-step task coordination.
Generates Claude skills with standardized structure, validates metadata, packages them, and automatically shares on Slack for seamless team collaboration.
Validates and protects web forms using Cloudflare Turnstile, offering a modern, privacy-friendly alternative to traditional CAPTCHAs with easy integration across web frameworks.
Designs and configures robust deployment pipelines with automated workflows, integrating CI/CD best practices for seamless software delivery.
Generates structured project planning documentation with context-safe phases, verification criteria, and comprehensive implementation docs for web projects.
Builds AI-powered autonomous agents on Cloudflare Workers with WebSocket support, persistent state, task scheduling, and advanced workflow capabilities.
Provides strategic regulatory guidance and leadership for HealthTech and MedTech companies, managing global compliance and submission processes.
Generates strategic product leadership frameworks, cascading OKRs, and driving organizational alignment for Head of Product roles.
Automates comprehensive security scanning, vulnerability assessment, and compliance checking for robust application security and development practices.
Implements comprehensive JavaScript/TypeScript testing strategies using Jest, Vitest, and Testing Library for robust unit, integration, and end-to-end testing workflows.
Builds RAG applications by connecting LLMs with diverse data sources through 300+ connectors, vector indices, and intelligent query engines.
Critically evaluates scientific research by systematically assessing methodology, statistical validity, biases, and evidence quality using rigorous frameworks.
Systematically optimize SQL queries by analyzing execution plans, implementing strategic indexing, and identifying performance bottlenecks to dramatically improve database efficiency.
Performs comprehensive statistical analysis with hypothesis testing, regression, correlation, and Bayesian methods, generating APA-compliant research reports.
Generates professional, pre-designed color and font themes for styling slides, documents, and other visual artifacts with one-click consistency.
Builds secure WordPress plugins with core patterns, covering hooks, database interactions, Settings API, custom post types, REST API, and AJAX across three architecture patterns.
Generates, reads, analyzes, and modifies Excel spreadsheets with advanced formula support, data visualization, and precise financial modeling capabilities.
Conducts comprehensive ISO 13485 quality management system audits, managing internal and external audit programs with expert-level nonconformity identification and corrective action verification.
Applies Anthropic's brand colors, typography, and design standards to visual artifacts with smart font and color management.
Automatically reads, renames, and sorts invoices and receipts into organized, tax-ready folders with consistent file naming and categorization.
Builds complex, multi-component Claude.ai HTML artifacts using React, Tailwind CSS, and shadcn/ui, with easy initialization and single-file bundling.
Enables comprehensive shell script testing using Bats, covering unit tests, TDD, and CI/CD pipeline validation for robust shell utility development.
Automates web application testing using Playwright, enabling browser interactions, UI verification, and screenshot capture for local web apps.
Designs and implements robust microservices architectures using proven patterns for service decomposition, communication, and resilience.
Guides medical device companies through FDA regulatory pathways, ensuring compliance, cybersecurity, and successful regulatory submissions for market access.
Configures serverless Postgres with Neon or Vercel, enabling edge database connections with pooling, branching, and ORM integration.
Provides expert guidance on EU MDR 2017/745 compliance, offering comprehensive medical device regulatory assessment, classification, and technical documentation support.
Provides defensive Bash programming techniques to write robust, fault-tolerant shell scripts with comprehensive error handling and safety best practices.
Streamlines product management workflows with RICE prioritization, customer interview analysis, PRD templates, and strategic frameworks.
Manages comprehensive Corrective and Preventive Action (CAPA) processes, conducting systematic root cause analysis and implementing sustainable quality management solutions.
Develops and standardizes custom command workflows for complex technical projects, ensuring systematic implementation and comprehensive project understanding.
Provides expert-level GDPR/DSGVO compliance assessments, privacy impact audits, and regulatory verification for EU data protection requirements.
Generates multi-channel demand generation strategies for Series A+ startups, optimizing paid media, SEO, and partnerships with comprehensive acquisition playbooks.
Randomly selects fair and transparent winners from lists, spreadsheets, or Google Sheets for giveaways, contests, and random selections.
Generates tailored internal communications using predefined company guidelines and formats for various communication types.
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 manages custom hook mechanisms for extending and intercepting code execution points in software development workflows.