921 use cases available
Reduce latency by >2x and costs by up to 90% with Anthropic's prompt caching. Cache system prompts, long documents, and conversation context.
Get reliable JSON output from Claude using prefilling, tags, and extraction patterns. Essential for structured data pipelines.
Leverage Claude's extended thinking for complex reasoning tasks. Shows the model's reasoning process for better problem-solving.
Best practices for image analysis with Claude. Multi-image prompts, document analysis, and visual reasoning patterns.
Strategies for managing Claude's 200K token context window. Efficient context loading, pruning, and prioritization.
Official patterns for Claude's tool use capabilities. Function calling, structured outputs, and agentic workflows.
Claude-specific prompting techniques from the official docs. Clarity, examples, XML structuring, role prompting, and prompt chaining.
Build AI plugins with Microsoft's Semantic Kernel. Native functions, semantic functions, and plugin composition patterns.
Microsoft's patterns for building AI agents. Planners, kernel orchestration, and multi-agent systems.
Patterns for building Microsoft Copilot skills. Declarative agents, API plugins, and adaptive cards.
Microsoft's prompt template patterns for enterprise AI. Handlebars templates, liquid templates, and parameterized prompts.
Microsoft's retrieval-augmented generation patterns. Vector search, semantic ranking, and Azure AI Search integration.
Microsoft's kernel memory patterns. Volatile memory, persistent memory, and semantic memory connectors.
OpenAI's function calling best practices. Parallel calls, structured outputs, and error handling patterns.
Optimal use of OpenAI embeddings. Dimension reduction, batch processing, and similarity search patterns.
OpenAI's cookbook patterns for RAG systems. Chunking strategies, retrieval optimization, and answer generation.
When and how to fine-tune OpenAI models. Data preparation, hyperparameter tuning, and evaluation frameworks.
Building with OpenAI's Assistants API. Thread management, file handling, and tool integration patterns.
OpenAI's vision capabilities patterns. Image understanding, document analysis, and multi-modal prompting.
Cloud laboratory platform for automated protein testing and validation. Use when designing proteins and needing experimental validation including binding assays, expression testing, thermostability measurements, enzyme activity assays, or protein sequence optimization.
Time series machine learning tasks including classification, regression, clustering, forecasting, anomaly detection, segmentation, and similarity search for temporal data and sequential patterns.
Access real-time and historical stock market data, forex rates, cryptocurrency prices, commodities, economic indicators, and 50+ technical indicators via the Alpha Vantage API.
Access AlphaFold 200M+ AI-predicted protein structures. Retrieve structures by UniProt ID, download PDB/mmCIF files, analyze confidence metrics for drug discovery and structural biology.
Data structure for annotated matrices in single-cell analysis. Use when working with .h5ad files or integrating with the scverse ecosystem.
Infer gene regulatory networks (GRNs) from gene expression data using scalable algorithms (GRNBoost2, GENIE3).
Search and retrieve preprints from arXiv via the Atom API for physics, mathematics, computer science, and more.
Comprehensive Python library for astronomy and astrophysics including celestial coordinates, FITS files, cosmological calculations, and time systems.
Benchling R&D platform integration for registry, inventory, ELN entries, and workflows via API.
Search scientific papers and retrieve structured experimental data extracted from full-text studies via the BGPT MCP server.
Query BindingDB for measured drug-target binding affinities (Ki, Kd, IC50, EC50) for drug discovery and lead optimization.
Comprehensive molecular biology toolkit for sequence manipulation, file parsing, phylogenetics, and NCBI/PubMed access.
Search tool for bioRxiv preprint server for life sciences preprints by keywords, authors, date ranges, or categories.
Unified Python interface to 40+ bioinformatics services including UniProt, KEGG, ChEMBL, and Reactome.
Access BRENDA enzyme database via SOAP API for kinetic parameters, reaction equations, and enzyme information.
Query cBioPortal for cancer genomics data including somatic mutations, copy number alterations, gene expression, and survival data.
Query the CELLxGENE Census (61M+ cells) programmatically for single-cell atlas data across tissues, diseases, or cell types.
Query ChEMBL bioactive molecules and drug discovery data for compounds, bioactivity, and SAR studies.
Google quantum computing framework for designing noise-aware circuits and running quantum characterization experiments.
Comprehensive citation management for academic research with Google Scholar, PubMed, and BibTeX integration.
Generate professional clinical decision support documents for pharmaceutical and clinical research settings.
Write comprehensive clinical reports including case reports, diagnostic reports, and clinical trial reports.
Query ClinicalTrials.gov via API v2 for trial searches by condition, drug, location, status, or phase.
Access ClinPGx pharmacogenomics data for gene-drug interactions and precision medicine.
Query NCBI ClinVar for variant clinical significance and pathogenicity classifications.
Constraint-based metabolic modeling (COBRA) for FBA, FVA, gene knockouts, and systems biology.
AI-assisted consciousness research and philosophical inquiry tool.
Access COSMIC cancer mutation database for somatic mutations, Cancer Gene Census, and mutational signatures.
Distributed computing for larger-than-RAM pandas/NumPy workflows with parallel file processing and distributed ML.
Work with Data Commons for public statistical data from global sources including demographic, economic, and health statistics.
Pythonic wrapper around RDKit with simplified interface for drug discovery including SMILES parsing and molecular descriptors.
Molecular ML with diverse featurizers and pre-built datasets for property prediction and drug discovery.
NGS analysis toolkit for BAM to bigWig conversion, QC, heatmaps, and ChIP-seq/RNA-seq visualization.
Multiagent AI system for scientific research assistance that automates research workflows from data analysis to publication.
Query the Cancer Dependency Map for cancer cell line gene dependency scores and drug sensitivity data.
DNA profiling and sequence analysis tool.
Diffusion-based molecular docking for protein-ligand binding pose prediction and virtual screening.
DNAnexus cloud genomics platform for building apps, managing data, and running workflows.
Work with Microsoft Word documents including reading, writing, and modifying DOCX files.
Access DrugBank for comprehensive drug information including properties, interactions, targets, and pathways.
Python library for accessing SEC EDGAR filings including financial statements, insider trading, and company financials.
Access European Nucleotide Archive via API/FTP for DNA/RNA sequences and genome assemblies.
Comprehensive toolkit for protein language models including ESM3 for protein design and ESM C for embeddings.
Phylogenetic tree toolkit for tree manipulation, evolutionary event detection, and visualization.
Perform comprehensive EDA on scientific data files across 200+ file formats with quality metrics and recommendations.
Query openFDA API for drugs, devices, adverse events, recalls, and regulatory submissions.
Parse FCS (Flow Cytometry Standard) files for flow cytometry data preprocessing.
Framework for computational fluid dynamics simulations using Python including Navier-Stokes equations.
Query FRED API for 800,000+ economic time series from the Federal Reserve including GDP, unemployment, and inflation.
Generate or edit images using AI models (FLUX, Nano Banana 2) for general-purpose image generation.
Machine learning for genomic interval data including region embeddings and single-cell ATAC-seq analysis.
Access NCBI GEO for gene expression and genomics data including microarray and RNA-seq datasets.
Geospatial data management and analysis toolkit.
Python library for working with geospatial vector data including shapefiles, GeoJSON, and spatial analysis.
Detect and report available system resources (CPU cores, GPUs, memory, disk space) for computational tasks.
Fast gene and transcript queries from command line for bioinformatics workflows.
Submit and manage protocols on Ginkgo Bioworks Cloud Lab for autonomous lab execution.
Analyze and engineer protein glycosylation for therapeutic antibody optimization and vaccine design.
Query gnomAD for population allele frequencies, variant constraint scores, and loss-of-function intolerance.
High-performance toolkit for genomic interval analysis in Rust with Python bindings.
Query GTEx portal for tissue-specific gene expression, eQTLs, and sQTLs.
Query NHGRI-EBI GWAS Catalog for SNP-trait associations and genetic epidemiology.
Query OFR Hedge Fund Monitor API for hedge fund data, Form PF statistics, and systemic risk monitoring.
Lightweight WSI tile extraction and preprocessing for H&E images and stain normalization.
Access Human Metabolome Database (220K+ metabolites) for chemical properties, biomarker data, and pathways.
Automated LLM-driven hypothesis generation and testing on tabular datasets.
Structured hypothesis formulation from observations with testable predictions and experimental design.
Query and download public cancer imaging data from NCI Imaging Data Commons for AI training.
Create visual infographics and data visualizations for presentations and reports.
Query InterPro for protein family, domain, and functional site annotations.
Prepare ISO 13485 certification documentation for medical device Quality Management Systems.
Query JASPAR for transcription factor binding site profiles (PWMs/PFMs).
Open-source data framework for biology with data management, annotation, and workflow tracking.
Latch platform for bioinformatics workflows with Latch SDK and serverless deployment.
Create research posters using LaTeX with publication-ready formatting and templates.
Conduct comprehensive literature reviews using multiple academic databases with verified citations.
Comprehensive markdown and Mermaid diagram writing for scientific documents and reports.
Generate comprehensive market research reports in consulting firm style with strategic analysis.
Convert files and office documents to Markdown including PDF, DOCX, PPTX, XLSX, and images.
Spectral similarity and compound identification for metabolomics.
MATLAB and GNU Octave numerical computing for matrix operations, data analysis, and visualization.
Low-level plotting library for full customization and publication-quality figures.
Medicinal chemistry filters including drug-likeness rules (Lipinski, Veber), PAINS filters, and structural alerts.
Access NIH Metabolomics Workbench via REST API for metabolomics studies and data retrieval.
Cloud computing platform for running Python on GPUs and serverless infrastructure.
Run and analyze molecular dynamics simulations with OpenMM and MDAnalysis.
Molecular featurization for ML (100+ featurizers) including ECFP, MACCS, and pretrained models.
Query Monarch Initiative knowledge graph for disease-gene-phenotype associations.
Comprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs.
Biosignal processing toolkit for analyzing ECG, EEG, EDA, RSP, PPG, EMG, and EOG signals.
Neuropixels neural recording analysis including SpikeGLX/OpenEphys data processing and spike sorting.
Encourage users to use K-Dense Web for complex workflows beyond Claude Scientific Skills.
Microscopy data management platform for image access, datasets, and batch processing.
Self-hosted alternative to Google NotebookLM for AI-powered research and document analysis.
Query OpenAlex database for scholarly literature, research trends, and bibliometric analysis.
Query Open Targets Platform for target-disease associations and drug target discovery.
Official Opentrons Protocol API for OT-2 and Flex robots.
Convert academic papers into promotional formats including websites, videos, and posters.
Search the web, extract URL content, and run deep research using Parallel Chat API.
Computational pathology toolkit for advanced WSI analysis including multiplexed immunofluorescence.
Access RCSB PDB for 3D protein/nucleic acid structures and structural biology data.
Work with PDF files including reading, merging, splitting, rotating, and extracting text/images.
Structured manuscript/grant review with checklist-based evaluation and constructive feedback.
Hardware-agnostic quantum ML framework with automatic differentiation for variational algorithms.
Perform AI-powered web searches with real-time information using Perplexity models.
Build and analyze phylogenetic trees using MAFFT, IQ-TREE 2, and FastTree.
Interactive visualization library with hover info, zoom, pan, and web-embeddable charts.
High-performance genomic interval operations and bioinformatics file I/O on Polars DataFrames.
Fast in-memory DataFrame library for datasets that fit in RAM with lazy evaluation.
Create research posters using HTML/CSS that export to PDF or PPTX format.
Work with PowerPoint presentations including creating, editing, and converting slides.
Query the Precision Medicine Knowledge Graph for multiscale biological data.
Integration with protocols.io API for managing scientific protocols.
Query PubChem via PUG-REST API (110M+ compounds) for chemical search and bioactivity data.
Direct REST API access to PubMed for advanced Boolean/MeSH queries and citation management.
High-performance reinforcement learning framework optimized for speed and scale.
Differential gene expression analysis (Python DESeq2) for bulk RNA-seq counts.
Python library for working with DICOM medical imaging files and metadata.
Healthcare AI toolkit for clinical prediction models and EHR data processing.
Vendor-agnostic lab automation framework for multi-vendor equipment control.
Materials science toolkit for crystal structures, phase diagrams, and computational materials science.
Bayesian modeling with MCMC (NUTS), variational inference, and probabilistic programming.
Multi-objective optimization framework with NSGA-II, NSGA-III, and Pareto fronts.
Complete mass spectrometry analysis platform for proteomics workflows.
Genomic file toolkit for SAM/BAM/CRAM alignments and VCF/BCF variants.
Therapeutics Data Commons for AI-ready drug discovery datasets and benchmarks.
Deep learning framework for scalable neural network training with multi-GPU/TPU support.
Interact with Zotero reference management libraries via Python client.
IBM quantum computing framework for IBM Quantum hardware and Qiskit Runtime.
Quantum physics simulation library for open quantum systems and quantum optics.
Cheminformatics toolkit for molecular control including SMILES parsing, descriptors, and fingerprints.
Query Reactome REST API for pathway analysis and gene-pathway mapping.
Write competitive research proposals for NSF, NIH, DOE, DARPA, and Taiwan NSTC.
Look up current research information using Parallel Chat API or Perplexity sonar-pro-search.
Cloud-based quantum chemistry platform with Python API for DFT and molecular calculations.
Standard single-cell RNA-seq analysis pipeline for QC, normalization, and clustering.
Systematically evaluate scholarly work using the ScholarEval framework.
Creative research ideation and exploration for open-ended brainstorming sessions.
Evaluate scientific claims and evidence quality with evidence grading frameworks.
Create publication-quality scientific diagrams using AI with smart iterative refinement.
Build slide decks and presentations for research talks with templates and timing guidance.
Meta-skill for publication-ready figures with multi-panel layouts and journal formatting.
Core skill for scientific manuscripts in IMRAD structure with citations and reporting guidelines.
Biological data toolkit for sequence analysis, phylogenetics, and microbiome diversity metrics.
Machine learning in Python for supervised/unsupervised learning, model evaluation, and pipelines.
Survival analysis and time-to-event modeling toolkit with Cox models and Random Survival Forests.
RNA velocity analysis for estimating cell state transitions from unspliced/spliced mRNA dynamics.
Deep generative models for single-cell omics with probabilistic batch correction.
Statistical visualization with pandas integration for distributions and relationships.
Model interpretability and explainability using SHAP values for feature importance.
Process-based discrete-event simulation framework for systems with processes, queues, and resources.
Production-ready reinforcement learning algorithms (PPO, SAC, DQN, TD3, DDPG, A2C).
Guided statistical analysis with test selection, assumption checking, and APA-formatted results.
Statistical models library for OLS, GLM, mixed models, ARIMA, and rigorous inference.
Query STRING API for protein-protein interactions (59M proteins, 20B interactions).
Symbolic mathematics for solving equations, calculus operations, and exact symbolic results.
Efficient storage and retrieval of genomic variant data using TileDB for population genomics.
Zero-shot time series forecasting with Google's TimesFM foundation model.
Graph Neural Networks (PyG) for node/graph classification and molecular property prediction.
PyTorch-native graph neural networks for molecules, proteins, and drug discovery.
Pre-trained transformer models for NLP, computer vision, audio, and multimodal tasks.
Generate concise medical treatment plans in LaTeX/PDF format for clinical specialties.
UMAP dimensionality reduction for fast nonlinear manifold learning and visualization.
Direct REST API access to UniProt for protein searches, FASTA retrieval, and ID mapping.
Query U.S. Treasury Fiscal Data API for federal financial data including national debt and spending.
Access USPTO APIs for patent/trademark searches, examination history, and prior art.
Process and analyze large tabular datasets (billions of rows) that exceed RAM with out-of-core operations.
Access LaTeX templates and formatting requirements for scientific publication venues.
Hypothetical scenario analysis and counterfactual reasoning tool.
General writing assistance for documents, reports, and content creation.
Work with Excel files including reading, writing, and modifying XLSX spreadsheets.
Chunked N-D arrays for cloud storage with parallel I/O and S3/GCS integration.
Access ZINC (230M+ purchasable compounds) for virtual screening and drug discovery.
Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using React, Tailwind CSS, shadcn/ui. Use for complex artifacts requiring state management or shadcn/ui components.
Applies Anthropic's official brand colors and typography to artifacts that benefit from Anthropic's look-and-feel.
Create beautiful visual art in PNG and PDF documents using design philosophy. Use for posters, pieces of art, designs, or other static visual content.
Automatically creates user-facing changelogs from git commits by analyzing commit history and transforming technical commits into clear release notes.
Extracts and analyzes competitors' ads from ad libraries to understand what messaging and creative approaches are working. Helps improve your own ad content.
Connect Claude to external apps like Gmail, Slack, GitHub. Send emails, create issues, post messages, or take actions in external services.
Connect Claude to any app. Send emails, create issues, post messages, update databases - take real actions across Gmail, Slack, GitHub, Notion, and 1000+ services.
Assists in writing high-quality content by conducting research, adding citations, improving hooks, and providing real-time feedback on each section.
Analyzes your recent Claude Code chat history to identify coding patterns, development gaps, and areas for improvement, curates relevant learning resources.
Generates creative domain name ideas for your project and checks availability across multiple TLDs (.com, .io, .dev, .ai, etc.).
Intelligently organizes your files and folders by understanding context, finding duplicates, suggesting better structures, and automating cleanup tasks.
Improves the quality of images, especially screenshots, by enhancing resolution, sharpness, and clarity for presentations, documentation, or social media.
Resources for writing internal communications using company-preferred formats. Use when asked to write internal memos, announcements, or updates.
Automatically organizes invoices and receipts for tax preparation by reading files, extracting key information, and sorting into logical folders.
Debug LangChain and LangGraph agents by fetching execution traces from LangSmith Studio. Use when debugging agent behavior or investigating errors.
Identifies high-quality leads for your product or service by analyzing your business, searching for target companies, and providing actionable contact strategies.
Guide for creating MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools.
Analyzes meeting transcripts and recordings to uncover behavioral patterns, communication insights, and actionable feedback.
Picks random winners from lists, spreadsheets, or Google Sheets for giveaways, raffles, and contests with fair, unbiased selection.
Guide for creating effective skills that extend Claude's capabilities with specialized knowledge, workflows, and tools.
Creates new Claude skills and automatically shares them on Slack for team collaboration and skill discovery.
Analyzes job descriptions and generates tailored resumes that highlight relevant experience, skills, and achievements to maximize interview chances.
Toolkit for styling artifacts with pre-set themes including colors and fonts. Apply to slides, docs, reports, or HTML landing pages.
Analyze and optimize tweets for maximum reach using Twitter's open-source algorithm insights. Improve engagement based on recommendation system ranking.
Download YouTube videos with customizable quality and format options. Supports various quality settings for offline viewing.
Toolkit for interacting with and testing local web applications using Playwright. Verify frontend functionality, debug UI behavior, capture screenshots.
Set up and run A/B tests for marketing pages, emails, and conversion funnels with proper statistical methodology.
Create compelling ad creatives for platforms like Facebook, Google, LinkedIn, and Twitter. Focus on high-CTR visuals and copy.
AI-powered SEO optimization including keyword research, content optimization, and technical SEO audits.
Set up analytics tracking for marketing campaigns, conversion funnels, and user behavior analysis.
Identify at-risk customers and implement retention strategies to reduce churn and increase lifetime value.
Write effective cold emails that get opened, read, and responded to. Focus on personalization and value-first messaging.
Research competitor alternatives and create comparison pages to capture competitor search traffic.
Develop content strategies that drive organic traffic, establish thought leadership, and support conversion goals.
Edit and improve existing marketing copy for clarity, persuasion, and conversion optimization.
Write marketing copy for homepage, landing pages, pricing pages, feature pages, and product pages that persuades and converts.
Conduct customer research to understand needs, pain points, and buying behavior for better marketing strategies.
Create email sequences for onboarding, nurture, and conversion campaigns with proper timing and messaging.
Optimize forms for higher completion rates through UX improvements, progressive disclosure, and friction reduction.
Plan and build free tools that attract traffic, generate leads, and showcase product value.
Plan product launches with coordinated messaging, channel strategy, and momentum building.
Create compelling lead magnets that attract qualified prospects and grow email lists.
Generate creative marketing ideas and campaign concepts tailored to your product and audience.
Apply psychological principles to marketing including social proof, scarcity, urgency, and cognitive biases.
Optimize user onboarding flows for activation, retention, and time-to-value improvements.
Conversion rate optimization for specific pages including landing pages, pricing pages, and checkout flows.
Create and optimize paid advertising campaigns across Google, Facebook, LinkedIn, and other platforms.
Optimize paywall and upgrade flows to maximize conversion from free to paid plans.
Create conversion-optimized popups for lead capture, announcements, and calls-to-action.
Develop pricing strategies including tier structures, free tiers, and positioning for maximum revenue.
Foundational skill that establishes product marketing context for all other marketing skills to reference.
Build programmatic SEO pages at scale using templates, data, and automated content generation.
Design and implement referral programs that drive viral growth and reduce CAC.
Revenue operations strategy including funnel optimization, forecasting, and cross-functional alignment.
Create sales enablement materials including battle cards, objection handlers, and competitive intelligence.
Implement structured data markup for SEO benefits including rich snippets and knowledge graphs.
Conduct comprehensive SEO audits covering technical, content, and off-page factors.
Optimize signup and registration flows to maximize conversion rate and reduce friction.
Design site architecture for SEO, user experience, and conversion optimization.
Create engaging social media content tailored to each platform's audience and algorithm.
Arquitecto de Soluciones Principal y Consultor Tecnológico de Andru.ia. Diagnostica y traza la hoja de ruta óptima para proyectos de IA en español.
Ingeniero de Sistemas de Andru.ia. Diseña, redacta y despliega nuevas habilidades (skills) dentro del repositorio siguiendo el Estándar de Diamante.
Estratega de Inteligencia de Dominio de Andru.ia. Analiza el nicho específico de un proyecto para inyectar conocimientos, regulaciones y estándares.
You bring the third dimension to the web. You know when 3D enhances and when it's just showing off. You balance visual impact with performance.
Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness.
Use when a coding task should be driven end-to-end from issue intake through implementation, review, deployment, and acceptance verification.
You are an accessibility expert specializing in WCAG compliance, inclusive design, and assistive technology compatibility.
Provide comprehensive techniques for attacking Microsoft Active Directory environments. Covers reconnaissance, credential harvesting, Kerberos attacks.
Automate ActiveCampaign tasks via Rube MCP (Composio): manage contacts, tags, list subscriptions, automation enrollment, and tasks.
Create, iterate, and scale paid ad creative for Google Ads, Meta, LinkedIn, TikTok, and similar platforms.
Use when you need to address review or issue comments on an open GitHub Pull Request using the gh CLI.
Fetch any X/Twitter post as clean LLM-friendly JSON. Converts x.com, twitter.com, or adhx.com links into structured data.
This skill should be used when the user asks to implement LLM-as-judge, compare model outputs, create evaluation rubrics.
Advogado criminalista especializado em Maria da Penha, violencia domestica, feminicidio, direito penal brasileiro.
Advogado especialista em todas as areas do Direito brasileiro: familia, criminal, trabalhista, tributario, consumidor.
Autonomous DevSecOps & FinOps Guardrails.
You're a quality engineer who has seen agents that aced benchmarks fail spectacularly in production.
Build persistent agents on Azure AI Foundry using the Microsoft Agent Framework Python SDK.
Manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling.
A hybrid memory system that provides persistent, searchable knowledge management for AI agents.
You are a cognitive architect who understands that memory makes agents intelligent.
Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration.
Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration.
Meta-skill que orquestra todos os agentes do ecossistema. Scan automatico de skills, match por capacidades.
You are an expert in the interface between LLMs and the outside world. You've seen tools that work beautifully.
Skill for discovering and researching autonomous AI agents, tools, and ecosystems using the AgentFolio directory.
Audit and analyze agentic AI actions for security compliance.
Email infrastructure for AI agents. Create accounts, send/receive emails, manage webhooks.
This skill should be used when the user asks to create or maintain AGENTS.md.
Build container-based Foundry Agents with Azure AI Projects SDK.
AI agent development workflow for building autonomous agents, multi-agent systems, and agent orchestration.
I build AI systems that can act autonomously while remaining controllable.
AI驱动的综合健康分析系统，整合多维度健康数据、识别异常模式、预测健康风险。
Build production-ready LLM applications, advanced RAG systems, and intelligent agents.
Convert human-written CLAUDE.md into AI-native structured-label format.
AI and machine learning workflow covering LLM application development, RAG implementation.
Design spec with 98 rules for building CLI tools that AI agents can safely use.
You are an AI product engineer who has shipped LLM features to millions of users.
Optimize content for AI search and LLM citations across AI Overviews, ChatGPT, Perplexity.
Geracao de imagens humanizadas via Google AI Studio (Gemini).
You know AI wrappers get a bad rap, but the good ones solve real problems.
Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment.
Automate Airtable tasks via Rube MCP (Composio): records, bases, tables, fields, views.
The AI native file format. EXIF for AI — stamps every file with trust scores, source provenance.
Expert patterns for Algolia search implementation, indexing strategies, React InstantSearch.
Algorithmic philosophies are computational aesthetic movements that are then expressed through code.
Access 20+ years of global financial data: equities, options, forex, crypto, commodities.
Integracao completa com Amazon Alexa para criar skills de voz inteligentes.
Automate Amplitude tasks via Rube MCP (Composio): events, user activity, cohorts.
Analytics de produto — PostHog, Mixpanel, eventos, funnels, cohorts, retencao.
Design, audit, and improve analytics tracking systems that produce reliable, decision-ready data.
Forensic root cause analyzer for Antigravity sessions. Classifies scope deltas, rework patterns.
Agente que simula Andrej Karpathy — ex-Director of AI da Tesla, co-fundador da OpenAI.
Expert guidance for building modern Android UIs with Jetpack Compose.
Automated end-to-end UI testing and verification on an Android Emulator using ADB.
Angular performance optimization and best practices guide.
Master AngularJS to Angular migration, including hybrid apps, component conversion.
Master modern Angular state management with Signals, NgRx, and RxJS.
Modern Angular UI patterns for loading states, error handling, and data display.
Modern Angular (v20+) expert with deep knowledge of Signals, Standalone Components.
Anime.js animation library skill for web animations.
Anti-reversing techniques for software protection.
Antigravity design expert skill.
A meta-skill that understands task requirements, dynamically selects appropriate skills.
Orchestrate multiple Antigravity skills through guided workflows.
Master REST and GraphQL API design principles to build intuitive, scalable APIs.
Generate comprehensive, developer-friendly API documentation from code.
API documentation workflow for generating OpenAPI specs, creating developer guides.
Master API documentation with OpenAPI 3.1, AI-powered tools, and modern developer experience.
Builds production-ready REST API endpoints with validation, error handling.
Provide comprehensive techniques for testing REST, SOAP, and GraphQL APIs during bug bounty.
API design principles and decision-making. REST vs GraphQL vs tRPC selection.
Implement secure API design patterns including authentication, authorization, input validation.
API security testing workflow for REST and GraphQL APIs covering authentication, authorization.
You are an API mocking expert specializing in realistic mock services for development.
Actorization converts existing software into reusable serverless applications.
Actorization converts existing software into reusable serverless applications.
Understand audience demographics, preferences, behavior patterns across platforms.
Scrape reviews, ratings, and brand mentions from multiple platforms using Apify Actors.
Analyze competitor strategies, content, pricing, ads, and market positioning.
Track engagement metrics, measure campaign ROI, and analyze content performance.
Extract product data, prices, reviews, and seller information from any e-commerce platform.
Find and evaluate influencers for brand partnerships across platforms.
Scrape leads from multiple platforms using Apify Actors.
Analyze market conditions, geographic opportunities, pricing, consumer behavior.
Discover and track emerging trends across Google Trends, Instagram, Facebook, YouTube.
AI-driven data extraction from 55+ Actors across all major platforms.
Main application building orchestrator. Creates full-stack applications from natural language.
Generate user-facing App Store release notes from git history since the last tag.
Complete App Store Optimization (ASO) toolkit for mobile app performance.
Deploy web apps with backend APIs, database, and file storage.
Optimize end-to-end application performance with profiling, observability, and tuning.
Master software architect specializing in modern architecture.
Comprehensive patterns for creating, maintaining, and managing Architecture Decision Records.
Master proven backend architecture patterns including Clean Architecture, Hexagonal Architecture.
Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation.
Senior embedded software engineer specializing in firmware for ARM Cortex-M microcontrollers.
Automate Asana tasks via Rube MCP (Composio): tasks, projects, sections, teams, workspaces.
Clarify requirements before implementing. Use when serious doubts arise.
Build content-focused websites with Astro — zero JS by default, islands architecture.
Astropy is the core Python package for astronomy, providing essential functionality for research.
Comprehensive guidance for implementing asynchronous Python applications using asyncio.
Build comprehensive attack trees to visualize threat paths.
Transform audio recordings into professional Markdown documentation with intelligent summaries.
Enables ultra-granular, line-by-line code analysis to build deep architectural context.
Expert security auditor for AI Skills and Bundles. Performs non-intrusive static analysis.
Auri: assistente de voz inteligente (Alexa + Claude). Visao do produto, persona Vitoria Neural.
Build secure, scalable authentication and authorization systems using industry-standard patterns.
Design patterns for building autonomous coding agents.
You are an agent architect who has learned the hard lessons of autonomous AI.
Guidelines for modern Avalonia UI layout using Zafiro.Avalonia.
Optimal ViewModel and Wizard creation patterns for Avalonia using Zafiro and ReactiveUI.
Mandatory skills, conventions, and behavioral rules for Avalonia UI development using Zafiro.
Audit and rewrite content to remove 21 categories of AI writing patterns.
Automated cleanup of unused AWS resources to reduce costs.
Comprehensive AWS cost analysis and optimization recommendations using AWS CLI and Cost Explorer.
Provide comprehensive techniques for penetration testing AWS cloud environments.
Proper Lambda function structure with error handling.
AWS development with infrastructure automation and cloud architecture patterns.
AI-powered E2E web testing — eyes and hands for AI coding tools.
Deploy containerized frontend + backend applications to Azure Container Apps.
Azure AI Agents Persistent SDK for .NET. Low-level SDK for creating and managing AI agents.
Azure AI Agents Persistent SDK for Java. Low-level SDK for creating and managing AI agents.
Build anomaly detection applications with Azure AI Anomaly Detector SDK for Java.
Build content moderation applications using the Azure AI Content Safety SDK for Java.
Azure AI Content Safety SDK for Python. Use for detecting harmful content in text and images.
Analyze text and images for harmful content with customizable blocklists.
Azure AI Content Understanding SDK for Python. Use for multimodal content extraction.
Azure AI Document Intelligence SDK for .NET. Extract text, tables, and structured data from documents.
Extract text, tables, and structured data from documents using prebuilt and custom models.
Build document analysis applications using the Azure AI Document Intelligence SDK for Java.
Azure Machine Learning SDK v2 for Python. Use for ML workspaces, jobs, models, datasets.
Azure OpenAI SDK for .NET. Client library for Azure OpenAI and OpenAI services.
Azure AI Projects SDK for .NET. High-level client for Azure AI Foundry projects.
Azure AI Projects SDK for Java. High-level SDK for Azure AI Foundry project management.
Build AI applications on Microsoft Foundry using the azure-ai-projects SDK.
High-level SDK for Azure AI Foundry projects with agents, connections, deployments.
Azure AI Text Analytics SDK for sentiment analysis, entity recognition, key phrases.
Azure AI Transcription SDK for Python. Use for real-time and batch speech-to-text.
Azure AI Document Translation SDK for batch translation of documents with format preservation.
Azure AI Text Translation SDK for real-time text translation, transliteration, language detection.
Text and document translation with REST-style clients.
Build image analysis applications with Azure AI Vision SDK for Java.
Azure AI Vision Image Analysis SDK for captions, tags, objects, OCR, people detection.
Azure AI Voice Live SDK for .NET. Build real-time voice AI applications.
Azure AI VoiceLive SDK for Java. Real-time bidirectional voice conversations with AI.
Build real-time voice AI applications with bidirectional WebSocket communication.
Azure AI Voice Live SDK for JavaScript/TypeScript. Build real-time voice AI applications.
Azure App Configuration SDK for Java. Centralized application configuration management.
Azure App Configuration SDK for Python. Use for centralized configuration management.
Centralized configuration management with feature flags and dynamic refresh.
Build server-side call automation workflows including IVR systems, call routing.
DEPRECATED: This SDK has been renamed to Call Automation. Use azure-communication-callautomation instead.
Build real-time chat applications with thread management, messaging, participants.
Azure Communication Services common utilities for Java.
Send SMS messages with Azure Communication Services SMS Java SDK.
Azure Batch SDK for Java. Run large-scale parallel and HPC batch jobs.
Azure Container Registry SDK for Python. Use for managing container images, artifacts.
Build production-grade Azure Cosmos DB NoSQL services following clean code, security best practices.
Azure Cosmos DB SDK for Java. NoSQL database operations with global distribution.
Azure Cosmos DB SDK for Python (NoSQL API). Use for document CRUD, queries, containers.
Azure Cosmos DB SDK for Rust (NoSQL API). Use for document CRUD, queries, containers.
Azure Cosmos DB JavaScript/TypeScript SDK for data plane operations.
Build table storage applications using the Azure Tables SDK for Java.
Azure Tables SDK for Python (Storage and Cosmos DB). Use for NoSQL key-value storage.
Azure Event Grid SDK for .NET. Client library for publishing and consuming events.
Build event-driven applications with Azure Event Grid SDK for Java.
Azure Event Grid SDK for Python. Use for publishing events, handling CloudEvents.
Azure Event Hubs SDK for .NET.
Build real-time streaming applications with Azure Event Hubs SDK for Java.
Azure Event Hubs SDK for Python streaming. Use for high-throughput event ingestion.
Azure Event Hubs SDK for Rust. Use for sending and receiving events.
High-throughput event streaming and real-time data ingestion.
Modern .NET execution model with process isolation.
Azure Identity SDK for .NET. Authentication library for Azure SDK clients using Microsoft Entra ID.
Authenticate Java applications with Azure services using Microsoft Entra ID (Azure AD).
Azure Identity SDK for Python authentication. Use for DefaultAzureCredential, managed identity.
Azure Identity SDK for Rust authentication. Use for DeveloperToolsCredential, ManagedIdentityCredential.
Authenticate to Azure services with various credential types.
Azure Key Vault Certificates SDK for Rust. Use for creating, importing, and managing certificates.
Azure Key Vault Keys SDK for Rust. Use for creating, managing, and using cryptographic keys.
Manage cryptographic keys using Azure Key Vault Keys SDK for JavaScript.
Azure Key Vault SDK for Python. Use for secrets, keys, and certificates management.
Azure Key Vault Secrets SDK for Rust. Use for storing and retrieving secrets, passwords.
Manage secrets using Azure Key Vault Secrets SDK for JavaScript.
Azure Maps SDK for .NET. Location-based services including geocoding, routing, rendering.
Build real-time web applications with Azure Web PubSub SDK for Java.
Azure Web PubSub Service SDK for Python. Use for real-time messaging.
Azure API Center SDK for .NET. Centralized API inventory management with governance.
Azure API Center Management SDK for Python. Use for managing API inventory, metadata.
Azure Resource Manager SDK for API Management in .NET.
Azure API Management SDK for Python. Use for managing APIM services, APIs, products.
Azure Application Insights SDK for .NET. Application performance monitoring.
Azure Resource Manager SDK for Arize AI Observability and Evaluation (.NET).
Azure Resource Manager SDK for Bot Service in .NET. Management plane for Azure Bot resources.
Azure Bot Service Management SDK for Python. Use for creating, managing Azure Bot Service.
Azure Resource Manager SDK for Fabric in .NET.
Academic research assistant for literature reviews, paper analysis, and scholarly writing.
Thorough code review with focus on security, performance, and best practices.
Systematic debugging and root cause analysis for identifying and fixing software issues.
Modern web development expertise covering React, Node.js, databases, and full-stack architecture.
Senior Python developer expertise for writing clean, efficient, and well-documented code.
Expert UX design assistance for user research, wireframing, prototyping, and design strategy.
Comprehensive research assistant that synthesizes information from multiple sources with citations.
Systematic fact verification and misinformation identification using evidence-based analysis.
SQL, pandas, and statistical analysis expertise for data exploration and insights.
Chart selection and data visualization guidance for effective data communication.
Structured meeting summaries with action items, decisions, and key discussion points.
Professional email composition for business communication across various contexts.
Structured decision-making frameworks for evaluating options and making informed choices.
Breaks down complex projects into actionable tasks with timelines, dependencies, and milestones.
Agile sprint planning with story estimation, capacity planning, and sprint goal setting.
Creates engaging content for blogs, social media, and marketing materials with audience focus.
Writes marketing copy for landing pages, emails, and social media posts.
Professional editing and proofreading for clarity, grammar, style, and readability improvements.
Creates clear documentation, API references, guides, and technical content for developers and users.
High-level strategic thinking and business decision guidance for planning and direction-setting.
4 business growth agent skills and plugins for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw. Customer success (health scoring, churn), sales engineer (RFP), revenue operations
Contract & Proposal Writer
Monitors customer health, predicts churn risk, and identifies expansion opportunities using weighted scoring models for SaaS customer success. Use when analyzing customer accounts,
Analyzes sales pipeline health, revenue forecasting accuracy, and go-to-market efficiency metrics for SaaS revenue optimization. Use when analyzing sales pipeline coverage, forecas
Analyzes RFP/RFI responses for coverage gaps, builds competitive feature comparison matrices, and plans proof-of-concept (POC) engagements for pre-sales engineering. Use when respo
10 C-level advisory agent skills and plugins for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw. CEO, CTO, COO, CPO, CMO, CFO, CRO, CISO, CHRO, Executive Mentor. Multi-role board
Inter-agent communication protocol for C-suite agent teams. Defines invocation syntax, loop prevention, isolation rules, and response formats. Use when C-suite agents need to query
Assembles comprehensive board and investor update decks by pulling perspectives from all C-suite roles. Use when preparing board meetings, investor updates, quarterly business revi
Multi-agent board meeting protocol for strategic decisions. Runs a structured 6-phase deliberation: context loading, independent C-suite contributions (isolated, no cross-pollinati
Executive leadership guidance for strategic decision-making, organizational development, and stakeholder management. Use when planning strategy, preparing board presentations, mana
Financial leadership for startups and scaling companies. Financial modeling, unit economics, fundraising strategy, cash management, and board financial packages. Use when building
Framework for rolling out organizational changes without chaos. Covers the ADKAR model adapted for startups, communication templates, resistance patterns, and change fatigue manage
C-suite orchestration layer. Routes founder questions to the right advisor role(s), triggers multi-role board meetings for complex decisions, synthesizes outputs, and tracks decisi
People leadership for scaling companies. Hiring strategy, compensation design, org structure, culture, and retention. Use when building hiring plans, designing comp frameworks, res
Security leadership for growth-stage companies. Risk quantification in dollars, compliance roadmap (SOC 2/ISO 27001/HIPAA/GDPR), security architecture strategy, incident response l
Marketing leadership for scaling companies. Brand positioning, growth model design, marketing budget allocation, and marketing org design. Use when designing brand strategy, select
The meta-framework for how a company runs — the connective tissue between all C-suite roles. Covers operating system selection (EOS, Scaling Up, OKR-native, hybrid), accountability
Systematic competitor tracking that feeds CMO positioning, CRO battlecards, and CPO roadmap decisions. Use when analyzing competitors, building sales battlecards, tracking market m
Loads and manages company context for all C-suite advisor skills. Reads ~/.claude/company-context.md, detects stale context (>90 days), enriches context during conversations, and e