@skills · Owner

Agent skills by davila7

923 skills indexed from github.com/davila7. Reference any of them in AdaL, Claude Code, Cursor or any coding agent — nothing to install.

• .claude-plugin · Collection · 30,138 stars
• 3d-web-experience · Skill · 30,138 stars

  Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D por

• ab-test-setup · Skill · 30,138 stars

  When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B test," "split test," "experiment," "test

• abc-xyz-segmentation · Skill · 30,138 stars

  Segment a SKU portfolio on value (ABC) and demand variability (XYZ), produce the 9-box with a planning policy per cell, and reallocate planner attention ac

• academic-cv-builder · Skill · 30,138 stars

  Format CVs for academic positions, including publications, grants, teaching, and research experience. Use when the user mentions academic CV, faculty job,

• accessibility · Skill · 30,138 stars

  Audit and improve web accessibility following WCAG 2.1 guidelines. Use when asked to "improve accessibility", "a11y audit", "WCAG compliance", "screen read

• Accessibility Auditor · Skill · 30,138 stars

  Web accessibility specialist for WCAG compliance, ARIA implementation, and inclusive design. Use when auditing websites for accessibility issues, implement

• Active Directory Attacks · Skill · 30,138 stars

  This skill should be used when the user asks to "attack Active Directory", "exploit AD", "Kerberoasting", "DCSync", "pass-the-hash", "BloodHound enumeratio

• adaptyv · Skill · 30,138 stars

  Cloud laboratory platform for automated protein testing and validation. Use when designing proteins and needing experimental validation including binding a

• address-github-comments · Skill · 30,138 stars

  Use when you need to address review or issue comments on an open GitHub Pull Request using the gh CLI.

• aeon · Skill · 30,138 stars

  This skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting, anomaly detection, segmenta

• Agent Development · Skill · 30,138 stars

  This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use description", "age

• agent-evaluation · Skill · 30,138 stars

  Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring—where even top agen

• agent-management · Skill · 30,138 stars

  Create, manage, and orchestrate AI agents using the AI Maestro CLI. Use when the user asks to "create agent", "list agents", "delete agent", "hibernate age

• agent-manager-skill · Skill · 30,138 stars

  Manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling.

• agent-md-refactor · Skill · 30,138 stars

  Refactor bloated AGENTS.md, CLAUDE.md, or similar agent instruction files to follow progressive disclosure principles. Splits monolithic files into organiz

• agent-memory-mcp · Skill · 30,138 stars

  A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).

• agent-memory-systems · Skill · 30,138 stars

  Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-

• agent-messaging · Skill · 30,138 stars

  Send and receive cryptographically signed messages between AI agents using the Agent Messaging Protocol (AMP). Use when the user asks to "send a message to

• agent-tool-builder · Skill · 30,138 stars

  Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silent

• agile-product-owner · Skill · 30,138 stars

  Agile product ownership toolkit for Senior Product Owner including INVEST-compliant user story generation, sprint planning, backlog management, and velocit

• agirails-agent-payments · Skill · 30,138 stars

  AI agent payment infrastructure — ACTP escrow, x402 instant payments, USDC settlement on Base L2. Interactive onboarding: asks your preferences, generates

• ai-agents-architect · Skill · 30,138 stars

  Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: buil

• ai-maestro · Collection · 30,138 stars
• ai-product · Skill · 30,138 stars

  Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production. This skill covers LLM integr

• ai-research · Collection · 30,138 stars
• ai-wrapper-product · Skill · 30,138 stars

  Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. Not just 'ChatGPT but different' - products

• algolia-search · Skill · 30,138 stars

  Expert patterns for Algolia search implementation, indexing strategies, React InstantSearch, and relevance tuning Use when: adding search to, algolia, inst

• algorithmic-art · Skill · 30,138 stars

  Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, gen

• alloydb-basics · Skill · 30,138 stars

  Manages clusters, instances, and backups for AlloyDB for PostgreSQL, and integrates with AlloyDB MCP tools for automated database operations including AI-p

• alphafold-database · Skill · 30,138 stars

  Access AlphaFold's 200M+ AI-predicted protein structures. Retrieve structures by UniProt ID, download PDB/mmCIF files, analyze confidence metrics (pLDDT, P

• analytics · Collection · 30,138 stars
• analytics-tracking · Skill · 30,138 stars

  When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google Anal

• android-cicd · Skill · 30,138 stars

  Automated Android CI/CD pipeline to Google Play — supports TWA, React Native, Flutter, and native Android. Run npx android-cicd to set up keystore generati

• angular · Skill · 30,138 stars

  Modern Angular (v20+) expert with deep knowledge of Signals, Standalone Components, Zoneless applications, SSR/Hydration, and reactive patterns.

• anndata · Skill · 30,138 stars

  This skill should be used when working with annotated data matrices in Python, particularly for single-cell genomics analysis, managing experimental measur

• API Fuzzing for Bug Bounty · Skill · 30,138 stars

  This skill should be used when the user asks to "test API security", "fuzz APIs", "find IDOR vulnerabilities", "test REST API", "test GraphQL", "API penetr

• API Integration Specialist · Skill · 30,138 stars

  Expert in integrating third-party APIs with proper authentication, error handling, rate limiting, and retry logic. Use when integrating REST APIs, GraphQL

• api-design-principles · Skill · 30,138 stars

  Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers and stand the test of time.

• api-documentation-generator · Skill · 30,138 stars

  Generate comprehensive, developer-friendly API documentation from code, including endpoints, parameters, examples, and best practices

• api-patterns · Skill · 30,138 stars

  API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination.

• api-security-best-practices · Skill · 30,138 stars

  Implement secure API design patterns including authentication, authorization, input validation, rate limiting, and protection against common API vulnerabil

• api-security-testing · Skill · 30,138 stars

  API security testing workflow for REST and GraphQL APIs covering authentication, authorization, rate limiting, input validation, and security best practice

• app-builder · Skill · 30,138 stars

  Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordi

• app-store-optimization · Skill · 30,138 stars

  Complete App Store Optimization (ASO) toolkit for researching, optimizing, and tracking mobile app performance on Apple App Store and Google Play Store

• arboreto · Skill · 30,138 stars

  Infer gene regulatory networks (GRNs) from gene expression data using scalable algorithms (GRNBoost2, GENIE3). Use when analyzing transcriptomics data (bul

• architecture · Skill · 30,138 stars

  Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzin

• architecture-decision-records · Skill · 30,138 stars

  Comprehensive patterns for creating, maintaining, and managing Architecture Decision Records (ADRs) that capture the context and rationale behind significa

• architecture-patterns · Skill · 30,138 stars

  Master proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design to build maintainable, testable,

• artifacts-builder · Skill · 30,138 stars

  Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Us

• astro · Skill · 30,138 stars

  Build content-focused websites with Astro — zero JS by default, islands architecture, multi-framework components, and Markdown/MDX support.

• astropy · Skill · 30,138 stars

  Comprehensive Python library for astronomy and astrophysics. This skill should be used when working with astronomical data including celestial coordinates,

• async-python-patterns · Skill · 30,138 stars

  Comprehensive guidance for implementing asynchronous Python applications using asyncio, concurrent programming patterns, and async/await for building high-

• audiocraft-audio-generation · Skill · 30,138 stars

  PyTorch library for audio generation including text-to-music (MusicGen) and text-to-sound (AudioGen). Use when you need to generate music from text descrip

• autogpt-agents · Skill · 30,138 stars

  Autonomous AI agent platform for building and deploying continuous agents. Use when creating visual workflow agents, deploying persistent autonomous agents

• autonomous-agent-patterns · Skill · 30,138 stars

  Design patterns for building autonomous coding agents. Covers tool integration, permission systems, browser automation, and human-in-the-loop workflows. Us

• autonomous-agents · Skill · 30,138 stars

  Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance. The

• avalonia-layout-zafiro · Skill · 30,138 stars

  Guidelines for modern Avalonia UI layout using Zafiro.Avalonia, emphasizing shared styles, generic components, and avoiding XAML redundancy.

• avalonia-viewmodels-zafiro · Skill · 30,138 stars

  Optimal ViewModel and Wizard creation patterns for Avalonia using Zafiro and ReactiveUI.

• avalonia-zafiro-development · Skill · 30,138 stars

  Mandatory skills, conventions, and behavioral rules for Avalonia UI development using the Zafiro toolkit.

• avoid-ai-writing · Skill · 30,138 stars

  Audit and rewrite content to remove AI writing patterns ("AI-isms"). Use this skill when asked to "remove AI-isms," "clean up AI writing," "edit writing fo

• awq-quantization · Skill · 30,138 stars

  Activation-aware weight quantization for 4-bit LLM compression with 3x speedup and minimal accuracy loss. Use when deploying large models (7B-70B) on limit

• AWS Penetration Testing · Skill · 30,138 stars

  This skill should be used when the user asks to "pentest AWS", "test AWS security", "enumerate IAM", "exploit cloud infrastructure", "AWS privilege escalat

• aws-serverless · Skill · 30,138 stars

  Specialized skill for building production-ready serverless applications on AWS. Covers Lambda functions, API Gateway, DynamoDB, SQS/SNS event-driven patter

• axolotl · Skill · 30,138 stars

  Expert guidance for fine-tuning LLMs with Axolotl - YAML configs, 100+ models, LoRA/QLoRA, DPO/KTO/ORPO/GRPO, multimodal support

• azure-functions · Skill · 30,138 stars

  Expert patterns for Azure Functions development including isolated worker model, Durable Functions orchestration, cold start optimization, and production p

• backend-architect · Skill · 30,138 stars

  Expert backend architect specializing in scalable API design, microservices architecture, and distributed systems.

• backend-dev-guidelines · Skill · 30,138 stars

  Comprehensive backend development guide for Node.js/Express/TypeScript microservices. Use when creating routes, controllers, services, repositories, middle

• backend-patterns · Skill · 30,138 stars

  Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes.

• backend-to-frontend-handoff-docs · Skill · 30,138 stars

  Create API handoff documentation for frontend developers. Use when backend work is complete and needs to be documented for frontend integration, or user sa

• bash-linux · Skill · 30,138 stars

  Bash/Linux terminal patterns. Critical commands, piping, error handling, scripting. Use when working on macOS or Linux systems.

• bash-pro · Skill · 30,138 stars

  Master of defensive Bash scripting for production automation, CI/CD

• behavioral-modes · Skill · 30,138 stars

  AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). Use to adapt behavior based on task type.

• benchling-integration · Skill · 30,138 stars

  Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse,

• best-practices · Skill · 30,138 stars

  Apply modern web development best practices for security, compatibility, and code quality. Use when asked to "apply best practices", "security audit", "mod

• bigquery-basics · Skill · 30,138 stars

  Manages datasets, tables, and jobs in BigQuery, and integrates with BigQuery ML and Gemini for advanced data analytics and AI-driven insights. Use for SQL

• biomni · Skill · 30,138 stars

  Autonomous biomedical AI agent framework for executing complex research tasks across genomics, drug discovery, molecular biology, and clinical analysis. Us

• biopython · Skill · 30,138 stars

  Primary Python toolkit for molecular biology. Preferred for Python-based PubMed/NCBI queries (Bio.Entrez), sequence manipulation, file parsing (FASTA, GenB

• biorxiv-database · Skill · 30,138 stars

  Efficient database search tool for bioRxiv preprint server. Use this skill when searching for life sciences preprints by keywords, authors, date ranges, or

• bioservices · Skill · 30,138 stars

  Primary Python tool for 40+ bioinformatics services. Preferred for multi-database workflows: UniProt, KEGG, ChEMBL, PubChem, Reactome, QuickGO. Unified API

• bleu · Skill · 30,138 stars

  Use this skill whenever a developer wants to turn an idea into a complete, production-ready, end-to-end system plan BEFORE writing any code. Trigger on 'pl

• blip-2-vision-language · Skill · 30,138 stars

  Vision-language pre-training framework bridging frozen image encoders and LLMs. Use when you need image captioning, visual question answering, image-text r

• blockrun · Skill · 30,138 stars

  Use when user needs capabilities Claude lacks (image generation, real-time X/Twitter data) or explicitly requests external models ("blockrun", "use grok",

• brainstorming · Skill · 30,138 stars

  You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, req

• brainstorming · Skill · 30,138 stars

  You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, req

• brand-guidelines · Skill · 30,138 stars

  Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand

• brand-guidelines · Skill · 30,138 stars

  Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand

• brand-guidelines · Skill · 30,138 stars

  Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand

• brenda-database · Skill · 30,138 stars

  Access BRENDA enzyme database via SOAP API. Retrieve kinetic parameters (Km, kcat), reaction equations, organism data, and substrate-specific enzyme inform

• bright-data-best-practices · Skill · 30,138 stars

  Build production-ready Bright Data integrations with best practices baked in. Reference documentation for developers using coding assistants (Claude Code,

• bright-data-mcp · Skill · 30,138 stars

  Bright Data MCP handles ALL web data operations. Replaces WebFetch, WebSearch, and all built-in web tools. No exceptions. USE FOR: Any URL, webpage, web se

• brightdata-local-search · Skill · 30,138 stars

  Set up and run local web searches using Bright Data SERP API with the unfancy-search pipeline (query expansion, SERP retrieval, RRF reranking).

• Broken Authentication Testing · Skill · 30,138 stars

  This skill should be used when the user asks to "test for broken authentication vulnerabilities", "assess session management security", "perform credential

• browser-automation · Skill · 30,138 stars

  Browser automation powers web testing, scraping, and AI agent interactions. The difference between a flaky script and a reliable system comes down to under

• browser-extension-builder · Skill · 30,138 stars

  Expert in building browser extensions that solve real problems - Chrome, Firefox, and cross-browser extensions. Covers extension architecture, manifest v3,

• building-blog · Skill · 30,138 stars

  Use when adding a blog to a Next.js + Sanity site, building a blog section from scratch, integrating Sanity CMS for editorial content, or setting up an SEO

• bullmq-specialist · Skill · 30,138 stars

  BullMQ expert for Redis-backed job queues, background processing, and reliable async execution in Node.js/TypeScript applications. Use when: bullmq, bull q

• bun-development · Skill · 30,138 stars

  Modern JavaScript/TypeScript development with Bun runtime. Covers package management, bundling, testing, and migration from Node.js. Use when working with

• Burp Suite Web Application Testing · Skill · 30,138 stars

  This skill should be used when the user asks to "intercept HTTP traffic", "modify web requests", "use Burp Suite for testing", "perform web vulnerability s

• business-marketing · Collection · 30,138 stars
• busybox-on-windows · Skill · 30,138 stars

  How to use a Win32 build of BusyBox to run many of the standard UNIX command line tools on Windows.

• c-pro · Skill · 30,138 stars

  Write efficient C code with proper memory management, pointer

• c4-architecture · Skill · 30,138 stars

  Generate architecture documentation using C4 model Mermaid diagrams. Use when asked to create architecture diagrams, document system architecture, visualiz

• canvas-design · Skill · 30,138 stars

  Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of a

• capa-officer · Skill · 30,138 stars

  Senior CAPA Officer specialist for managing Corrective and Preventive Actions within Quality Management Systems. Provides CAPA process management, root cau

• career · Collection · 30,138 stars
• career-changer-translator · Skill · 30,138 stars

  Translate skills from one industry to another and identify transferable skills for career pivots. Use when the user mentions changing careers, switching in

• cc-skill-continuous-learning · Skill · 30,138 stars

  Development skill from everything-claude-code

• cc-skill-project-guidelines-example · Skill · 30,138 stars

  Project Guidelines Skill (Example)

• cc-skill-strategic-compact · Skill · 30,138 stars

  Development skill from everything-claude-code

• cellxgene-census · Skill · 30,138 stars

  Query CZ CELLxGENE Census (61M+ cells). Filter by cell type/tissue/disease, retrieve expression data, integrate with scanpy/PyTorch, for population-scale s

• ceo-advisor · Skill · 30,138 stars

  Executive leadership guidance for strategic decision-making, organizational development, and stakeholder management. Includes strategy analyzer, financial

• cf-crawl · Skill · 30,138 stars

  Crawl entire websites using Cloudflare Browser Rendering /crawl API. Initiates async crawl jobs, polls for completion, and saves results as markdown files.

• changelog-generator · Skill · 30,138 stars

  Automatically creates user-facing changelogs from git commits by analyzing commit history, categorizing changes, and transforming technical commits into cl

• chembl-database · Skill · 30,138 stars

  Query ChEMBL's bioactive molecules and drug discovery data. Search compounds by structure/properties, retrieve bioactivity data (IC50, Ki), find inhibitors

• chroma · Skill · 30,138 stars

  Open-source embedding database for AI applications. Store embeddings and metadata, perform vector and full-text search, filter by metadata. Simple 4-functi

• chrome-extension-developer · Skill · 30,138 stars

  Expert in building Chrome Extensions using Manifest V3. Covers background scripts, service workers, content scripts, and cross-context communication.

• cirq · Skill · 30,138 stars

  Quantum computing framework for building, simulating, optimizing, and executing quantum circuits. Use this skill when working with quantum algorithms, quan

• citation-management · Skill · 30,138 stars

  Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and ge

• Claude Code Guide · Skill · 30,138 stars

  Master guide for using Claude Code effectively. Includes configuration templates, prompting strategies "Thinking" keywords, debugging techniques, and best

• claude-api · Skill · 30,138 stars

  Build, debug, and optimize Claude API / Anthropic SDK apps. Apps built with this skill should include prompt caching. Also handles migrating existing Claud

• claude-code-sessions · Skill · 30,138 stars

  Search, analyze, and manage Claude Code session history. Use when the user wants to find past sessions, check token usage, review tool breakdowns, resume p

• claude-code-templates · Collection · 30,138 stars
• claude-opus-4-5-migration · Skill · 30,138 stars

  Migrate prompts and code from Claude Sonnet 4.0, Sonnet 4.5, or Opus 4.1 to Opus 4.5. Use when the user wants to update their codebase, prompts, or API cal

• clean-code · Skill · 30,138 stars

  Pragmatic coding standards - concise, direct, no over-engineering, no unnecessary comments

• clerk-auth · Skill · 30,138 stars

  Expert patterns for Clerk auth implementation, middleware, organizations, webhooks, and user sync Use when: adding authentication, clerk auth, user authent

• cli-tool · Collection · 30,138 stars
• clickhouse-io · Skill · 30,138 stars

  ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.

• clinical-decision-support · Skill · 30,138 stars

  Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, including patient cohort analyses (bioma

• clinical-reports · Skill · 30,138 stars

  Write comprehensive clinical reports including case reports (CARE guidelines), diagnostic reports (radiology/pathology/lab), clinical trial reports (ICH-E3

• clinicaltrials-database · Skill · 30,138 stars

  Query ClinicalTrials.gov via API v2. Search trials by condition, drug, location, status, or phase. Retrieve trial details by NCT ID, export data, for clini

• clinpgx-database · Skill · 30,138 stars

  Access ClinPGx pharmacogenomics data (successor to PharmGKB). Query gene-drug interactions, CPIC guidelines, allele functions, for precision medicine and g

• clinvar-database · Skill · 30,138 stars

  Query NCBI ClinVar for variant clinical significance. Search by gene/position, interpret pathogenicity classifications, access via E-utilities API or FTP,

• clip · Skill · 30,138 stars

  OpenAI's model connecting vision and language. Enables zero-shot image classification, image-text matching, and cross-modal retrieval. Trained on 400M imag

• Cloud Penetration Testing · Skill · 30,138 stars

  This skill should be used when the user asks to "perform cloud penetration testing", "assess Azure or AWS or GCP security", "enumerate cloud resources", "e

• cloud-architect · Skill · 30,138 stars

  Expert cloud architect specializing in AWS/Azure/GCP multi-cloud infrastructure design, advanced IaC (Terraform/OpenTofu/CDK), FinOps cost optimization, an

• cloud-devops · Skill · 30,138 stars

  Cloud infrastructure and DevOps workflow covering AWS, Azure, GCP, Kubernetes, Terraform, CI/CD, monitoring, and cloud-native development.

• cloud-run-basics · Skill · 30,138 stars

  Manages Cloud Run services, jobs, and worker pools. Use when you need to deploy applications responding to HTTP requests (services), run event-triggered or

• cloud-sql-basics · Skill · 30,138 stars

  Creates and manages Cloud SQL instances for MySQL, PostgreSQL, and SQL Server. Handles backups, high availability, and secure connectivity for relational d

• cloudflare-deploy · Skill · 30,138 stars

  Deploy applications and infrastructure to Cloudflare using Workers, Pages, and related platform services. Use when the user asks to deploy, host, publish,

• cobrapy · Skill · 30,138 stars

  Constraint-based metabolic modeling (COBRA). FBA, FVA, gene knockouts, flux sampling, SBML models, for systems biology and metabolic engineering analysis.

• cocoindex · Skill · 30,138 stars

  Comprehensive toolkit for developing with the CocoIndex library. Use when users need to create data transformation pipelines (flows), write custom function

• code-review · Skill · 30,138 stars

  Perform code reviews following Sentry engineering practices. Use when reviewing pull requests, examining code changes, or providing feedback on code qualit

• code-review-checklist · Skill · 30,138 stars

  Comprehensive checklist for conducting thorough code reviews covering functionality, security, performance, and maintainability

• code-review-excellence · Skill · 30,138 stars

  Transform code reviews from gatekeeping to knowledge sharing through constructive feedback, systematic analysis, and collaborative improvement.

• code-reviewer · Skill · 30,138 stars

  Comprehensive code review skill for TypeScript, JavaScript, Python, Swift, Kotlin, Go. Includes automated code analysis, best practice checking, security s

• code-simplifier · Skill · 30,138 stars

  Simplifies and refines code for clarity, consistency, and maintainability while preserving all functionality. Use when asked to "simplify code", "clean up

• codex · Skill · 30,138 stars

  Use when the user asks to run Codex CLI (codex exec, codex resume) or references OpenAI Codex for code analysis, refactoring, or automated editing. Uses GP

• codex-review · Skill · 30,138 stars

  Professional code review with auto CHANGELOG generation, integrated with Codex AI

• coding-standards · Skill · 30,138 stars

  Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development.

• Command Development · Skill · 30,138 stars

  This skill should be used when the user asks to "create a slash command", "add a command", "write a custom command", "define command arguments", "use comma

• command-creator · Skill · 30,138 stars

  This skill should be used when creating a Claude Code slash command. Use when users ask to "create a command", "make a slash command", "add a command", or

• commit · Skill · 30,138 stars

  Create commit messages following Sentry conventions. Use when committing code changes, writing commit messages, or formatting git history. Follows conventi

• commit-smart · Skill · 30,138 stars

  Analyze staged/unstaged changes and create semantic conventional commits with context about WHY, not just WHAT. Auto-detects commit type and scope from the

• commit-work · Skill · 30,138 stars

  Create high-quality git commits: review/stage intended changes, split into logical commits, and write clear commit messages (including Conventional Commits

• competitive-ads-extractor · Skill · 30,138 stars

  Extracts and analyzes competitors' ads from ad libraries (Facebook, LinkedIn, etc.) to understand what messaging, problems, and creative approaches are wor

• competitor-alternatives · Skill · 30,138 stars

  When the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when the user mentions 'alternative page,'

• components · Collection · 30,138 stars
• computer-use-agents · Skill · 30,138 stars

  Build AI agents that interact with computers like humans do - viewing screens, moving cursors, clicking buttons, and typing text. Covers Anthropic's Comput

• concise-planning · Skill · 30,138 stars

  Use when a user asks for a plan for a coding task, to generate a clear, actionable, and atomic checklist.

• constitutional-ai · Skill · 30,138 stars

  Anthropic's method for training harmless AI through self-improvement. Two-phase approach - supervised learning with self-critique/revision, then RLAIF (RL

• content-creator · Skill · 30,138 stars

  Create SEO-optimized marketing content with consistent brand voice. Includes brand voice analyzer, SEO optimizer, content frameworks, and social media temp

• content-research-writer · Skill · 30,138 stars

  Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback

• context-architecture · Skill · 30,138 stars

  Audit a codebase and bind every claim it makes about itself to a mechanism that fails when the claim stops being true, so it is legible to people and AI ag

• context-window-management · Skill · 30,138 stars

  Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot Use when: context window, token limit, con

• context7-auto-research · Skill · 30,138 stars

  Automatically fetch latest library/framework documentation for Claude Code via Context7 API

• conversation-memory · Skill · 30,138 stars

  Persistent memory systems for LLM conversations including short-term, long-term, and entity-based memory Use when: conversation memory, remember, memory pe

• convex · Skill · 30,138 stars

  Convex reactive backend expert: schema design, TypeScript functions, real-time subscriptions, auth, file storage, scheduling, and deployment.

• copy-editing · Skill · 30,138 stars

  When the user wants to edit, review, or improve existing marketing copy. Also use when the user mentions 'edit this copy,' 'review my copy,' 'copy feedback

• copywriting · Skill · 30,138 stars

  When the user wants to write, rewrite, or improve marketing copy for any page — including homepage, landing pages, pricing pages, feature pages, about page

• core-components · Skill · 30,138 stars

  Core component library and design system patterns. Use when building UI, using design tokens, or working with the component library.

• core-web-vitals · Skill · 30,138 stars

  Optimize Core Web Vitals (LCP, INP, CLS) for better page experience and search ranking. Use when asked to "improve Core Web Vitals", "fix LCP", "reduce CLS

• cosmic-database · Skill · 30,138 stars

  Access COSMIC cancer mutation database. Query somatic mutations, Cancer Gene Census, mutational signatures, gene fusions, for cancer research and precision

• cover-letter-generator · Skill · 30,138 stars

  Create personalized, compelling cover letters from a resume and job description. Use when the user asks for a cover letter, application letter, or motivati

• cpp-pro · Skill · 30,138 stars

  Write idiomatic C++ code with modern features, RAII, smart pointers, and STL algorithms. Handles templates, move semantics, and performance optimization.

• cra-vulnerability-obligations · Skill · 30,138 stars

  Use when a user asks what the EU Cyber Resilience Act (CRA) means for their product, whether and when they must report a vulnerability or incident, or what

• crafting-effective-readmes · Skill · 30,138 stars

  Use when writing or improving README files. Not all READMEs are the same — provides templates and guidance matched to your audience and project type.

• create-plan · Skill · 30,138 stars

  Create a concise plan. Use when a user explicitly asks for a plan related to a coding task.

• create-pr · Skill · 30,138 stars

  Create pull requests following Sentry conventions. Use when opening PRs, writing PR descriptions, or preparing changes for review. Follows Sentry's code re

• creative-design · Collection · 30,138 stars
• creative-portfolio-resume · Skill · 30,138 stars

  Balance visual design with ATS compatibility for creative roles. Use when the user is in design, art, writing, marketing creative, or any visual/creative f

• crewai · Skill · 30,138 stars

  Expert in CrewAI - the leading role-based multi-agent framework used by 60% of Fortune 500 companies. Covers agent design with roles and goals, task defini

• crewai-multi-agent · Skill · 30,138 stars

  Multi-agent orchestration framework for autonomous AI collaboration. Use when building teams of specialized agents working together on complex tasks, when

• Cross-Site Scripting and HTML Injection Testing · Skill · 30,138 stars

  This skill should be used when the user asks to "test for XSS vulnerabilities", "perform cross-site scripting attacks", "identify HTML injection flaws", "e

• csharp-pro · Skill · 30,138 stars

  Write modern C# code with advanced features like records, pattern matching, and async/await. Optimizes .NET applications, implements enterprise patterns, a

• cto-advisor · Skill · 30,138 stars

  Technical leadership guidance for engineering teams, architecture decisions, and technology strategy. Includes tech debt analyzer, team scaling calculator,

• d3-viz · Skill · 30,138 stars

  Creating interactive data visualisations using d3.js. This skill should be used when creating custom charts, graphs, network diagrams, geographic visualisa

• daily-meeting-update · Skill · 30,138 stars

  Interactive daily standup/meeting update generator. Use when user says 'daily', 'standup', 'scrum update', 'status update', 'what did I do yesterday', 'pre

• dask · Skill · 30,138 stars

  Parallel/distributed computing. Scale pandas/NumPy beyond memory, parallel DataFrames/Arrays, multi-file processing, task graphs, for larger-than-RAM datas

• Data Privacy Compliance · Skill · 30,138 stars

  Data privacy and regulatory compliance specialist for GDPR, CCPA, HIPAA, and international data protection laws. Use when implementing privacy controls, co

• data-engineer · Skill · 30,138 stars

  Build scalable data pipelines, modern data warehouses, and real-time streaming architectures. Implements Apache Spark, dbt, Airflow, and cloud-native data

• data-feeds · Skill · 30,138 stars

  Extract structured data from 40+ websites including Amazon, LinkedIn, Instagram, TikTok, Facebook, YouTube, and more. Uses Bright Data's Web Data APIs with

• data-scientist · Skill · 30,138 stars

  Expert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and business

• database · Collection · 30,138 stars
• database-architect · Skill · 30,138 stars

  Expert database architect specializing in data layer design from scratch, technology selection, schema modeling, and scalable database architectures.

• database-design · Skill · 30,138 stars

  Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases.

• database-migration · Skill · 30,138 stars

  Master database schema and data migrations across ORMs (Sequelize, TypeORM, Prisma), including rollback strategies and zero-downtime deployments.

• database-optimizer · Skill · 30,138 stars

  Expert database optimizer specializing in modern performance tuning, query optimization, and scalable architectures.

• database-schema-designer · Skill · 30,138 stars

  Design robust, scalable database schemas for SQL and NoSQL databases. Provides normalization guidelines, indexing strategies, migration patterns, constrain

• datacommons-client · Skill · 30,138 stars

  Work with Data Commons, a platform providing programmatic access to public statistical data from global sources. Use this skill when working with demograph

• datadog-cli · Skill · 30,138 stars

  Datadog CLI for searching logs, querying metrics, tracing requests, and managing dashboards. Use this when debugging production issues or working with Data

• datamol · Skill · 30,138 stars

  Pythonic wrapper around RDKit with simplified interface and sensible defaults. Preferred for standard drug discovery: SMILES parsing, standardization, desc

• deadline-prep · Skill · 30,138 stars

  Generate a structured demo outline from your session's change log and git history. Reads .claude/critical_log_changes.csv and git log to produce presentati

• debugger · Skill · 30,138 stars

  Debugging specialist for errors, test failures, and unexpected

• debugging-strategies · Skill · 30,138 stars

  Transform debugging from frustrating guesswork into systematic problem-solving with proven strategies, powerful tools, and methodical approaches.

• deep-research · Skill · 30,138 stars

  Run autonomous research tasks that plan, search, read, and synthesize information into comprehensive reports.

• deep-research-notebooklm · Skill · 30,138 stars

  Deep research skill powered by NotebookLM MCP. Conducts structured multi-source research (market analysis, competitive intel, trend analysis, prospect rese

• deepchem · Skill · 30,138 stars

  Molecular machine learning toolkit. Property prediction (ADMET, toxicity), GNNs (GCN, MPNN), MoleculeNet benchmarks, pretrained models, featurization, for

• deepspeed · Skill · 30,138 stars

  Expert guidance for distributed training with DeepSpeed - ZeRO optimization stages, pipeline parallelism, FP16/BF16/FP8, 1-bit Adam, sparse attention

• deeptools · Skill · 30,138 stars

  NGS analysis toolkit. BAM to bigWig conversion, QC (correlation, PCA, fingerprints), heatmaps/profiles (TSS, peaks), for ChIP-seq, RNA-seq, ATAC-seq visual

• denario · Skill · 30,138 stars

  Multiagent AI system for scientific research assistance that automates research workflows from data analysis to publication. This skill should be used when

• dependabot-review · Skill · 30,138 stars

  Review and manage Dependabot PRs. Categorizes by risk, checks CI status, auto-merges safe updates, and reports issues. Use when the user says "review depen

• dependency-updater · Skill · 30,138 stars

  Smart dependency management for any language. Auto-detects project type, applies safe updates automatically, prompts for major versions, diagnoses and fixe

• deployment-procedures · Skill · 30,138 stars

  Production deployment principles and decision-making. Safe deployment workflows, rollback strategies, and verification. Teaches thinking, not scripts.

• design-mirror · Skill · 30,138 stars

  Replicate the visual style of any website and apply it to your existing codebase. Use this skill whenever the user wants to match a site's design, mirror a

• design-system-starter · Skill · 30,138 stars

  Create and evolve design systems with design tokens, component architecture, accessibility guidelines, and documentation templates. Ensures consistent, sca

• design-to-code · Skill · 30,138 stars

  Pixel-perfect Figma to React conversion using coderio. Generates production-ready code (TypeScript, Vite, TailwindCSS V4) with high visual fidelity. Featur

• deslop · Skill · 30,138 stars

  Remove AI-generated code slop from a branch. Use when cleaning up AI-generated code, removing unnecessary comments, defensive checks, or type casts. Checks

• develop-web-game · Skill · 30,138 stars

  Use when Codex is building or iterating on a web game (HTML/JS) and needs a reliable development + testing loop: implement small changes, run a Playwright-

• developer-growth-analysis · Skill · 30,138 stars

  Analyzes your recent Claude Code chat history to identify coding patterns, development gaps, and areas for improvement, curates relevant learning resources

• development · Collection · 30,138 stars
• devil · Skill · 30,138 stars

  Reviews a product document (PRD, spec, design brief) BEFORE implementation to surface holes — undefined edge cases, missing states, policy gaps — by attack

• devops-iac-engineer · Skill · 30,138 stars

  Implements infrastructure as code using Terraform, Kubernetes, and cloud platforms. Designs scalable architectures, CI/CD pipelines, and observability solu

• diagrammer · Skill · 30,138 stars

  Render clean blueprint-style SVG diagrams from JSON specs. Use when users ask to draw, sketch, or diagram a request flow, neural net, transformer block, sy

• diffdock · Skill · 30,138 stars

  Diffusion-based molecular docking. Predict protein-ligand binding poses from PDB/SMILES, confidence scores, virtual screening, for structure-based drug des

• difficult-workplace-conversations · Skill · 30,138 stars

  Structured approach to workplace conflicts, performance discussions, and challenging feedback using preparation-delivery-followup framework. Use when prepa

• discord-bot-architect · Skill · 30,138 stars

  Specialized skill for building production-ready Discord bots. Covers Discord.js (JavaScript) and Pycord (Python), gateway intents, slash commands, interact

• dispatching-parallel-agents · Skill · 30,138 stars

  Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies

• dispatching-parallel-agents · Skill · 30,138 stars

  Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies

• distributed-llm-pretraining-torchtitan · Skill · 30,138 stars

  Provides PyTorch-native distributed LLM pretraining using torchtitan with 4D parallelism (FSDP2, TP, PP, CP). Use when pretraining Llama 3.1, DeepSeek V3,

• django-pro · Skill · 30,138 stars

  Master Django 5.x with async views, DRF, Celery, and Django Channels. Build scalable web applications with proper architecture, testing, and deployment.

• dnanexus-integration · Skill · 30,138 stars

  DNAnexus cloud genomics platform. Build apps/applets, manage data (upload/download), dxpy Python SDK, run workflows, FASTQ/BAM/VCF, for genomics pipeline d

• doc · Skill · 30,138 stars

  Use when the task involves reading, creating, or editing `.docx` documents, especially when formatting or layout fidelity matters; prefer `python-docx` plu

• doc-chaser-lite · Skill · 30,138 stars

  Free lite skill — drafts one friendly (level-1) client document-request email for a single tax client from a short brief plus the practice profile. A stric

• doc-coauthoring · Skill · 30,138 stars

  Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision

• docker-expert · Skill · 30,138 stars

  Docker containerization expert with deep knowledge of multi-stage builds, image optimization, container security, Docker Compose orchestration, and product

• docs-search · Skill · 30,138 stars

  Search auto-generated codebase documentation for function signatures, API docs, class definitions, and code comments. Use when the user asks to "search doc

• document-processing · Collection · 30,138 stars
• document-skills · Collection · 30,138 stars
• documentation-templates · Skill · 30,138 stars

  Documentation templates and structure guidelines. README, API docs, code comments, and AI-friendly documentation.

• docx · Skill · 30,138 stars

  Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of 'Word doc', 'wor

• docx · Skill · 30,138 stars

  Document toolkit (.docx). Create/edit documents, tracked changes, comments, formatting preservation, text extraction, for professional document processing.

• docx-official · Skill · 30,138 stars

  Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of 'Word doc', 'wor

• domain-driven-design · Skill · 30,138 stars

  Plan and route Domain-Driven Design work from strategic modeling to tactical implementation and evented architecture patterns.

• domain-name-brainstormer · Skill · 30,138 stars

  Generates creative domain name ideas for your project and checks availability across multiple TLDs (.com, .io, .dev, .ai, etc.). Saves hours of brainstormi

• doordash · Collection · 30,138 stars
• doordash-allergy-shield · Skill · 30,138 stars

  Persistent dietary safety layer for DoorDash CLI (dd-cli) ordering. Stores a personal/household dietary profile (allergens with severity tiers, diets, disl

• doordash-group-orders · Skill · 30,138 stars

  Group food ordering through the DoorDash CLI (dd-cli) from a persistent team roster. One request (\"lunch for the team\") fans out into a single merged car

• doordash-order-ledger · Skill · 30,138 stars

  Accountability layer for agent-driven DoorDash ordering. Works with the doordash-audit-log hook (which appends every dd-cli invocation to an append-only au

• doordash-order-playbooks · Skill · 30,138 stars

  Named, context-bound saved DoorDash orders ("post-gym", "late-night deploy") recalled through the DoorDash CLI (dd-cli) with a mandatory cart-diff before a

• doordash-spend-guard · Skill · 30,138 stars

  Hard spending policy for agent-driven DoorDash ordering through the DoorDash CLI (dd-cli). Per-order ceiling, daily/weekly/monthly caps, cooldown between o

• dotnet-backend · Skill · 30,138 stars

  Build ASP.NET Core 8+ backend services with EF Core, auth, background jobs, and production API patterns.

• draw-io · Skill · 30,138 stars

  draw.io diagram creation, editing, and review. Use for .drawio XML editing, PNG conversion, layout adjustment, and AWS icon usage.

• drizzle-orm-expert · Skill · 30,138 stars

  Expert in Drizzle ORM for TypeScript — schema design, relational queries, migrations, and serverless database integration. Use when building type-safe data

• drugbank-database · Skill · 30,138 stars

  Access and analyze comprehensive drug information from the DrugBank database including drug properties, interactions, targets, pathways, chemical structure

• dspy · Skill · 30,138 stars

  Build complex AI systems with declarative programming, optimize prompts automatically, create modular RAG systems and agents with DSPy - Stanford NLP's fra

• e2e-testing-patterns · Skill · 30,138 stars

  Build reliable, fast, and maintainable end-to-end test suites that provide confidence to ship code quickly and catch regressions before users do.

• electron-development · Skill · 30,138 stars

  Master Electron desktop app development with secure IPC, contextIsolation, preload scripts, multi-process architecture, electron-builder packaging, code si

• elixir-pro · Skill · 30,138 stars

  Write idiomatic Elixir code with OTP patterns, supervision trees, and Phoenix LiveView. Masters concurrency, fault tolerance, and distributed systems.

• Email Composer · Skill · 30,138 stars

  Draft professional emails for various contexts including business, technical, and customer communication. Use when the user needs help writing emails or co

• email-sequence · Skill · 30,138 stars

  When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentio

• email-systems · Skill · 30,138 stars

  Email has the highest ROI of any marketing channel. $36 for every $1 spent. Yet most startups treat it as an afterthought - bulk blasts, no personalization

• ena-database · Skill · 30,138 stars

  Access European Nucleotide Archive via API/FTP. Retrieve DNA/RNA sequences, raw reads (FASTQ), genome assemblies by accession, for genomics and bioinformat

• ensembl-database · Skill · 30,138 stars

  Query Ensembl genome database REST API for 250+ species. Gene lookups, sequence retrieval, variant analysis, comparative genomics, orthologs, VEP predictio

• enterprise-communication · Collection · 30,138 stars
• environment-setup-guide · Skill · 30,138 stars

  Guide developers through setting up development environments with proper tools, dependencies, and configurations

• Error Resolver · Skill · 30,138 stars

  Systematic error diagnosis and resolution using first-principle analysis. Use when encountering any error message, stack trace, or unexpected behavior. Sup

• esm · Skill · 30,138 stars

  Comprehensive toolkit for protein language models including ESM3 (generative multimodal protein design across sequence, structure, and function) and ESM C

• etetoolkit · Skill · 30,138 stars

  Phylogenetic tree toolkit (ETE). Tree manipulation (Newick/NHX), evolutionary event detection, orthology/paralogy, NCBI taxonomy, visualization (PDF/SVG),

• Ethical Hacking Methodology · Skill · 30,138 stars

  This skill should be used when the user asks to "learn ethical hacking", "understand penetration testing lifecycle", "perform reconnaissance", "conduct sec

• evaluating-code-models · Skill · 30,138 stars

  Evaluates code generation models across HumanEval, MBPP, MultiPL-E, and 15+ benchmarks with pass@k metrics. Use when benchmarking code models, comparing co

• evaluating-llms-harness · Skill · 30,138 stars

  Evaluates LLMs across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag). Use when benchmarking model quality, comparing models, repor

• event-sourcing-architect · Skill · 30,138 stars

  Expert in event sourcing, CQRS, and event-driven architecture patterns. Masters event store design, projection building, saga orchestration, and eventual c

• exa-search · Skill · 30,138 stars

  Semantic search, similar content discovery, and structured research using Exa API

• excalidraw · Skill · 30,138 stars

  Use when working with *.excalidraw or *.excalidraw.json files, user mentions diagrams/flowcharts, or requests architecture visualization - delegates all Ex

• Excel Analysis · Skill · 30,138 stars

  Analyze Excel spreadsheets, create pivot tables, generate charts, and perform data analysis. Use when analyzing Excel files, spreadsheets, tabular data, or

• executing-marketing-campaigns · Skill · 30,138 stars

  Plans, creates, and optimizes marketing campaigns including content strategy, social media, email, and analytics. Helps develop go-to-market strategies, ca

• executing-plans · Skill · 30,138 stars

  Use when you have a written implementation plan to execute in a separate session with review checkpoints

• executing-plans · Skill · 30,138 stars

  Use when you have a written implementation plan to execute in a separate session with review checkpoints

• executive-resume-writer · Skill · 30,138 stars

  Create C-suite and VP-level resumes emphasizing strategic leadership, P&L ownership, and board-level impact. Use when the user mentions executive, C-suite,

• exploratory-data-analysis · Skill · 30,138 stars

  Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should be used when analyzing any scientific

• expo-deployment · Skill · 30,138 stars

  Deploy Expo apps to production

• faiss · Skill · 30,138 stars

  Facebook's library for efficient similarity search and clustering of dense vectors. Supports billions of vectors, GPU acceleration, and various index types

• fastapi-endpoint · Skill · 30,138 stars

  Plan and build production-ready FastAPI endpoints with async SQLAlchemy, Pydantic v2 models, dependency injection for auth, and pytest tests. Uses intervie

• fastapi-pro · Skill · 30,138 stars

  Build high-performance async APIs with FastAPI, SQLAlchemy 2.0, and Pydantic V2. Master microservices, WebSockets, and modern Python async patterns.

• fastmcp-server · Skill · 30,138 stars

  Complete guide for building MCP servers with FastMCP 3.0 - tools, resources, authentication, providers, middleware, and deployment. Use when creating Pytho

• fda-consultant-specialist · Skill · 30,138 stars

  Senior FDA consultant and specialist for medical device companies including HIPAA compliance and requirement management. Provides FDA pathway expertise, QS

• fda-database · Skill · 30,138 stars

  Query openFDA API for drugs, devices, adverse events, recalls, regulatory submissions (510k, PMA), substance identification (UNII), for FDA regulatory data

• feature-design-assistant · Skill · 30,138 stars

  Turn ideas into fully formed designs and specs through natural collaborative dialogue. Use when planning new features, designing architecture, or making si

• feedback-mastery · Skill · 30,138 stars

  Navigate difficult conversations and deliver constructive feedback using structured frameworks. Covers the Preparation-Delivery-Follow-up model and Situati

• figma · Skill · 30,138 stars

  Use the Figma MCP server to fetch design context, screenshots, variables, and assets from Figma, and to translate Figma nodes into production code. Trigger

• figma-implement-design · Skill · 30,138 stars

  Translate Figma nodes into production-ready code with 1:1 visual fidelity using the Figma MCP workflow (design context, screenshots, assets, and project-co

• File Path Traversal Testing · Skill · 30,138 stars

  This skill should be used when the user asks to "test for directory traversal", "exploit path traversal vulnerabilities", "read arbitrary files through web

• file-organizer · Skill · 30,138 stars

  Intelligently organizes files and folders by understanding context, finding duplicates, and suggesting better organizational structures. Use when user want

• file-uploads · Skill · 30,138 stars

  Expert at handling file uploads and cloud storage. Covers S3, Cloudflare R2, presigned URLs, multipart uploads, and image optimization. Knows how to handle

• find-bugs · Skill · 30,138 stars

  Find bugs, security vulnerabilities, and code quality issues in local branch changes. Use when asked to review changes, find bugs, security review, or audi

• fine-tuning-with-trl · Skill · 30,138 stars

  Fine-tune LLMs using reinforcement learning with TRL - SFT for instruction tuning, DPO for preference alignment, PPO/GRPO for reward optimization, and rewa

• finishing-a-development-branch · Skill · 30,138 stars

  Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting

• firebase · Skill · 30,138 stars

  Firebase gives you a complete backend in minutes - auth, database, storage, functions, hosting. But the ease of setup hides real complexity. Security rules

• firebase-basics · Skill · 30,138 stars

  Sets up and develops projects using Firebase products and services, especially for mobile or web apps. Covers Firebase CLI setup, project configuration, an

• firecrawl-scraper · Skill · 30,138 stars

  Deep web scraping, screenshots, PDF parsing, and website crawling using Firecrawl API

• flowio · Skill · 30,138 stars

  Parse FCS (Flow Cytometry Standard) files v2.0-3.1. Extract events as NumPy arrays, read metadata/channels, convert to CSV/DataFrame, for flow cytometry da

• fluidsim · Skill · 30,138 stars

  Framework for computational fluid dynamics simulations using Python. Use when running fluid dynamics simulations including Navier-Stokes equations (2D/3D),

• flutter-expert · Skill · 30,138 stars

  Master Flutter development with Dart 3, advanced widgets, and multi-platform deployment.

• footballbin-predictions · Skill · 30,138 stars

  Get AI-powered match predictions for Premier League and Champions League including scores, next goal, and corners.

• forecast-accuracy-review · Skill · 30,138 stars

  Evaluate demand-forecast quality honestly - WMAPE, bias and Forecast Value Added against a naive benchmark over a rolling-origin backtest. Use when the use

• form-cro · Skill · 30,138 stars

  When the user wants to optimize any form that is NOT signup/registration — including lead capture forms, contact forms, demo request forms, application for

• free-tool-strategy · Skill · 30,138 stars

  When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or brand awareness. Also use when the user

• frontend-design · Skill · 30,138 stars

  Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifa

• frontend-dev-guidelines · Skill · 30,138 stars

  Frontend development guidelines for React/TypeScript applications. Modern patterns including Suspense, lazy loading, useSuspenseQuery, file organization wi

• frontend-patterns · Skill · 30,138 stars

  Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices.

• frontend-to-backend-requirements · Skill · 30,138 stars

  Document frontend data needs for backend developers. Use when frontend needs to communicate API requirements to backend, or user says 'backend requirements

• game-changing-features · Skill · 30,138 stars

  Find 10x product opportunities and high-leverage improvements. Use when user wants strategic product thinking, mentions '10x', wants to find high-impact fe

• game-development · Skill · 30,138 stars

  Game development orchestrator. Routes to platform-specific skills based on project needs.

• gcc · Skill · 30,138 stars

  Git Context Controller (GCC) - Manages agent memory as a versioned file system under .GCC/. This skill should be used when working on multi-step projects t

• gcp-cloud-run · Skill · 30,138 stars

  Specialized skill for building production-ready serverless applications on GCP. Covers Cloud Run services (containerized), Cloud Run Functions (event-drive

• gdpr-dsgvo-expert · Skill · 30,138 stars

  Senior GDPR/DSGVO expert and internal/external auditor for data protection compliance. Provides EU GDPR and German DSGVO expertise, privacy impact assessme

• gemini · Skill · 30,138 stars

  Use when the user asks to run Gemini CLI for code review, plan review, or big context (>200k) processing. Ideal for comprehensive analysis requiring large

• gemini-api-agent-platform · Skill · 30,138 stars

  Guides the usage of the Gemini API on Agent Platform with the Google Gen AI SDK for enterprise AI applications. Covers SDK usage (Python, JS/TS, Go, Java,

• gene-database · Skill · 30,138 stars

  Query NCBI Gene via E-utilities/Datasets API. Search by symbol/ID, retrieve gene info (RefSeqs, GO, locations, phenotypes), batch lookups, for gene annotat

• generate-image · Skill · 30,138 stars

  Generate or edit images using AI models (FLUX, Gemini). Use for general-purpose image generation including photos, illustrations, artwork, visual assets, c

• geniml · Skill · 30,138 stars

  This skill should be used when working with genomic interval data (BED files) for machine learning tasks. Use for training region embeddings (Region2Vec, B

• geo-database · Skill · 30,138 stars

  Access NCBI GEO for gene expression/genomics data. Search/download microarray and RNA-seq datasets (GSE, GSM, GPL), retrieve SOFT/Matrix files, for transcr

• geo-fundamentals · Skill · 30,138 stars

  Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).

• geopandas · Skill · 30,138 stars

  Python library for working with geospatial vector data including shapefiles, GeoJSON, and GeoPackage files. Use when working with geographic data for spati

• gepetto · Skill · 30,138 stars

  Creates detailed, sectionized implementation plans through research, stakeholder interviews, and multi-LLM review. Use when planning features that need tho

• get-available-resources · Skill · 30,138 stars

  This skill should be used at the start of any computationally intensive scientific task to detect and report available system resources (CPU cores, GPUs, m

• gget · Skill · 30,138 stars

  CLI/Python toolkit for rapid bioinformatics queries. Preferred for quick BLAST searches. Access to 20+ databases: gene info (Ensembl/UniProt), AlphaFold, A

• gguf-quantization · Skill · 30,138 stars

  GGUF format and llama.cpp quantization for efficient CPU/GPU inference. Use when deploying models on consumer hardware, Apple Silicon, or when needing flex

• gh-address-comments · Skill · 30,138 stars

  Help address review/issue comments on the open GitHub PR for the current branch using gh CLI; verify gh auth first and prompt the user to authenticate if n

• gh-fix-ci · Skill · 30,138 stars

  Inspect GitHub PR checks with gh, pull failing GitHub Actions logs, summarize failure context, then create a fix plan and implement after user approval. Us

• git · Collection · 30,138 stars
• Git Commit Helper · Skill · 30,138 stars

  Generate descriptive commit messages by analyzing git diffs. Use when the user asks for help writing commit messages or reviewing staged changes.

• git-pushing · Skill · 30,138 stars

  Stage, commit, and push git changes with conventional commit messages. Use when user wants to commit and push changes, mentions pushing to remote, or asks

• github-actions-creator · Skill · 30,138 stars

  Use when the user wants to create, generate, or set up a GitHub Actions workflow. Handles CI/CD pipelines, testing, deployment, linting, security scanning,

• github-actions-templates · Skill · 30,138 stars

  Production-ready GitHub Actions workflow patterns for testing, building, and deploying applications.

• github-automation · Skill · 30,138 stars

  Automate GitHub repositories, issues, pull requests, branches, CI/CD, and permissions via Rube MCP (Composio). Manage code workflows, review PRs, search co

• github-workflow-automation · Skill · 30,138 stars

  Automate GitHub workflows with AI assistance. Includes PR reviews, issue triage, CI/CD integration, and Git operations. Use when automating GitHub workflow

• github-workflow-automation · Skill · 30,138 stars

  Automate GitHub workflows with AI assistance. Includes PR reviews, issue triage, CI/CD integration, and Git operations. Use when automating GitHub workflow

• gitops-workflow · Skill · 30,138 stars

  Complete guide to implementing GitOps workflows with ArgoCD and Flux for automated Kubernetes deployments.

• gke-basics · Skill · 30,138 stars

  Plans, creates, and configures production-ready Google Kubernetes Engine (GKE) clusters using the golden path Autopilot configuration. Covers networking, s

• gmod-addon-maker · Skill · 30,138 stars

  A tool for creating and managing Garry's Mod addons, including Lua scripting, content creation, and addon packaging. Use when: developing new addons, writi

• golang-pro · Skill · 30,138 stars

  Master Go 1.21+ with modern patterns, advanced concurrency, performance optimization, and production-ready microservices.

• google-analytics · Skill · 30,138 stars

  Analyze Google Analytics data, review website performance metrics, identify traffic patterns, and suggest data-driven improvements. Use when the user asks

• google-cloud-auth · Skill · 30,138 stars

  Provides expert guidance on authenticating and authorizing to Google Cloud services and APIs, covering human users, service identities, Application Default

• google-cloud-networking-observability · Skill · 30,138 stars

  Investigates Google Cloud networking issues by analyzing logs, metrics, and diagnostics. Use when investigating VPC Flow Logs, NAT, firewall, or threat log

• google-cloud-onboarding · Skill · 30,138 stars

  Guides developers through their first steps on Google Cloud, covering account creation, billing setup, project management, CLI installation, and deploying

• google-cloud-waf-cost-optimization · Skill · 30,138 stars

  Generates cost optimization guidance for Google Cloud workloads based on the Google Cloud Well-Architected Framework (WAF). Use to evaluate a workload, ide

• google-cloud-waf-reliability · Skill · 30,138 stars

  Generates reliability-focused guidance for Google Cloud workloads based on the Google Cloud Well-Architected Framework. Use to evaluate a workload, identif

• google-cloud-waf-security · Skill · 30,138 stars

  Generates security-focused guidance for Google Cloud workloads based on the Google Cloud Well-Architected Framework (WAF). Use to evaluate a workload, iden

• gptq · Skill · 30,138 stars

  Post-training 4-bit quantization for LLMs with minimal accuracy loss. Use for deploying large models (70B, 405B) on consumer GPUs, when you need 4× memory

• grafana-dashboards · Skill · 30,138 stars

  Create and manage production-ready Grafana dashboards for comprehensive system observability.

• graph-query · Skill · 30,138 stars

  Query the code graph database to understand component relationships, dependencies, and change impact. Use when the user asks to "find callers", "check depe

• graphql · Skill · 30,138 stars

  GraphQL gives clients exactly the data they need - no more, no less. One endpoint, typed schema, introspection. But the flexibility that makes it powerful

• graphql-architect · Skill · 30,138 stars

  Master modern GraphQL with federation, performance optimization, and enterprise security. Build scalable schemas, implement advanced caching, and design re

• grpo-rl-training · Skill · 30,138 stars

  Expert guidance for GRPO/RL fine-tuning with TRL for reasoning and task-specific model training

• gtars · Skill · 30,138 stars

  High-performance toolkit for genomic interval analysis in Rust with Python bindings. Use when working with genomic regions, BED files, coverage tracks, ove

• guidance · Skill · 30,138 stars

  Control LLM output with regex and grammars, guarantee valid JSON/XML/code generation, enforce structured formats, and build multi-step workflows with Guida

• gwas-database · Skill · 30,138 stars

  Query NHGRI-EBI GWAS Catalog for SNP-trait associations. Search variants by rs ID, disease/trait, gene, retrieve p-values and summary statistics, for genet

• haskell-pro · Skill · 30,138 stars

  Expert Haskell engineer specializing in advanced type systems, pure

• helm-chart-scaffolding · Skill · 30,138 stars

  Comprehensive guidance for creating, organizing, and managing Helm charts for packaging and deploying Kubernetes applications.

• heygen-best-practices · Skill · 30,138 stars

  Best practices for HeyGen - AI avatar video creation API

• histolab · Skill · 30,138 stars

  Digital pathology image processing toolkit for whole slide images (WSI). Use this skill when working with histopathology slides, processing H&E or IHC stai

• hmdb-database · Skill · 30,138 stars

  Access Human Metabolome Database (220K+ metabolites). Search by name/ID/structure, retrieve chemical properties, biomarker data, NMR/MS spectra, pathways,

• hono · Skill · 30,138 stars

  Build ultra-fast web APIs and full-stack apps with Hono — runs on Cloudflare Workers, Deno, Bun, Node.js, and any WinterCG-compatible runtime.

• Hook Development · Skill · 30,138 stars

  This skill should be used when the user asks to "create a hook", "add a PreToolUse/PostToolUse/Stop hook", "validate tool use", "implement prompt-based hoo

• hqq-quantization · Skill · 30,138 stars

  Half-Quadratic Quantization for LLMs without calibration data. Use when quantizing models to 4/3/2-bit precision without needing calibration datasets, for

• HTML Injection Testing · Skill · 30,138 stars

  This skill should be used when the user asks to "test for HTML injection", "inject HTML into web pages", "perform HTML injection attacks", "deface web appl

• hubspot-integration · Skill · 30,138 stars

  Expert patterns for HubSpot CRM integration including OAuth authentication, CRM objects, associations, batch operations, webhooks, and custom objects. Cove

• huggingface-accelerate · Skill · 30,138 stars

  Simplest distributed training API. 4 lines to add distributed support to any PyTorch script. Unified API for DeepSpeed/FSDP/Megatron/DDP. Automatic device

• huggingface-tokenizers · Skill · 30,138 stars

  Fast tokenizers optimized for research and production. Rust-based implementation tokenizes 1GB in <20 seconds. Supports BPE, WordPiece, and Unigram algorit

• humanizer · Skill · 30,138 stars

  Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's co

• hypogenic · Skill · 30,138 stars

  Automated hypothesis generation and testing using large language models. Use this skill when generating scientific hypotheses from datasets, combining lite

• hypothesis-generation · Skill · 30,138 stars

  Generate testable hypotheses. Formulate from observations, design experiments, explore competing explanations, develop predictions, propose mechanisms, for

• i18n-localization · Skill · 30,138 stars

  Internationalization and localization patterns. Detecting hardcoded strings, managing translations, locale files, RTL support.

• IDOR Vulnerability Testing · Skill · 30,138 stars

  This skill should be used when the user asks to "test for insecure direct object references," "find IDOR vulnerabilities," "exploit broken access control,"

• image-enhancer · Skill · 30,138 stars

  Improves the quality of images, especially screenshots, by enhancing resolution, sharpness, and clarity. Perfect for preparing images for presentations, do

• imagegen · Skill · 30,138 stars

  Use when the user asks to generate or edit images via the OpenAI Image API (for example: generate image, edit/inpaint/mask, background removal or replaceme

• implementing-llms-litgpt · Skill · 30,138 stars

  Implements and trains LLMs using Lightning AI's LitGPT with 20+ pretrained architectures (Llama, Gemma, Phi, Qwen, Mistral). Use when need clean model impl

• incident-reporting-navigator · Skill · 30,138 stars

  Use when a security incident, data breach, or actively exploited vulnerability raises the question "who must we notify, where, and by when?" Screens one in

• incident-responder · Skill · 30,138 stars

  Expert SRE incident responder specializing in rapid problem resolution, modern observability, and comprehensive incident management.

• information-security-manager-iso27001 · Skill · 30,138 stars

  Senior Information Security Manager specializing in ISO 27001 and ISO 27002 implementation for HealthTech and MedTech companies. Provides ISMS implementati

• inngest · Skill · 30,138 stars

  Inngest expert for serverless-first background jobs, event-driven workflows, and durable execution without managing queues or workers. Use when: inngest, s

• instructor · Skill · 30,138 stars

  Extract structured data from LLM responses with Pydantic validation, retry failed extractions automatically, parse complex JSON with type safety, and strea

• interactive-portfolio · Skill · 30,138 stars

  Expert in building portfolios that actually land jobs and clients - not just showing work, but creating memorable experiences. Covers developer portfolios,

• internal-comms · Skill · 30,138 stars

  A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill when

• internal-comms · Skill · 30,138 stars

  A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill when

• internal-comms · Skill · 30,138 stars

  A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill when

• internet-court · Skill · 30,138 stars

  The trust layer for agent-to-agent commerce — natural-language mandates, delegated permissions (ERC-7710), x402 payments, escrow, and dispute resolution as

• interview-prep-generator · Skill · 30,138 stars

  Generate STAR stories, practice questions, and talking points from a resume. Use when the user mentions interview prep, behavioral questions, STAR method,

• invoice-organizer · Skill · 30,138 stars

  Automatically organizes invoices and receipts for tax preparation by reading messy files, extracting key information, renaming them consistently, and sorti

• isms-audit-expert · Skill · 30,138 stars

  Senior ISMS Audit Expert for internal and external information security management system auditing. Provides ISO 27001 audit expertise, security audit prog

• it-operations · Skill · 30,138 stars

  Manages IT infrastructure, monitoring, incident response, and service reliability. Provides frameworks for ITIL service management, observability strategie

• iterate-pr · Skill · 30,138 stars

  Iterate on a PR until CI passes. Use when you need to fix CI failures, address review feedback, or continuously push fixes until all checks are green. Auto

• java-pro · Skill · 30,138 stars

  Master Java 21+ with modern features like virtual threads, pattern matching, and Spring Boot 3.x. Expert in the latest Java ecosystem including GraalVM, Pr

• javascript-mastery · Skill · 30,138 stars

  Comprehensive JavaScript reference covering 33+ essential concepts every developer should know. From fundamentals like primitives and closures to advanced

• javascript-pro · Skill · 30,138 stars

  Master modern JavaScript with ES6+, async patterns, and Node.js APIs. Handles promises, event loops, and browser/Node compatibility.

• javascript-testing-patterns · Skill · 30,138 stars

  Comprehensive guide for implementing robust testing strategies in JavaScript/TypeScript applications using modern testing frameworks and best practices.

• jira · Skill · 30,138 stars

  Use when the user mentions Jira issues (e.g., "PROJ-123"), asks about tickets, wants to create/view/update issues, check sprint status, or manage their Jir

• jira-automation · Skill · 30,138 stars

  Automate Jira tasks via Rube MCP (Composio): issues, projects, sprints, boards, comments, users. Always search tools first for current schemas.

• job-description-analyzer · Skill · 30,138 stars

  Analyze job postings, calculate match scores, identify gaps, and create an application strategy. Use when the user shares a job description or asks to eval

• json-canvas · Skill · 30,138 stars

  Create and edit JSON Canvas files (.canvas) with nodes, edges, groups, and connections. Use when working with .canvas files, creating visual canvases, mind

• jupyter-notebook · Skill · 30,138 stars

  Use when the user asks to create, scaffold, or edit Jupyter notebooks (`.ipynb`) for experiments, explorations, or tutorials; prefer the bundled templates

• k6-load-testing · Skill · 30,138 stars

  Comprehensive k6 load testing skill for API, browser, and scalability testing. Write realistic load scenarios, analyze results, and integrate with CI/CD.

• kaizen · Skill · 30,138 stars

  Guide for continuous improvement, error proofing, and standardization. Use this skill when the user wants to improve code quality, refactor, or discuss pro

• kegg-database · Skill · 30,138 stars

  Direct REST API access to KEGG (academic use only). Pathway analysis, gene-pathway mapping, metabolic pathways, drug interactions, ID conversion. For Pytho

• knowledge-distillation · Skill · 30,138 stars

  Compress large language models using knowledge distillation from teacher to student models. Use when deploying smaller models with retained performance, tr

• kotlin-coroutines-expert · Skill · 30,138 stars

  Expert patterns for Kotlin Coroutines and Flow, covering structured concurrency, error handling, and testing.

• kubernetes-architect · Skill · 30,138 stars

  Expert Kubernetes architect specializing in cloud-native infrastructure, advanced GitOps workflows (ArgoCD/Flux), and enterprise container orchestration.

• labarchive-integration · Skill · 30,138 stars

  Electronic lab notebook API integration. Access notebooks, manage entries/attachments, backup notebooks, integrate with Protocols.io/Jupyter/REDCap, for pr

• lambda-labs-gpu-cloud · Skill · 30,138 stars

  Reserved and on-demand GPU cloud instances for ML training and inference. Use when you need dedicated GPU instances with simple SSH access, persistent file

• lamindb · Skill · 30,138 stars

  This skill should be used when working with LaminDB, an open-source data framework for biology that makes data queryable, traceable, reproducible, and FAIR

• langchain · Skill · 30,138 stars

  Framework for building LLM-powered applications with agents, chains, and RAG. Supports multiple providers (OpenAI, Anthropic, Google), 500+ integrations, R

• langfuse · Skill · 30,138 stars

  Expert in Langfuse - the open-source LLM observability platform. Covers tracing, prompt management, evaluation, datasets, and integration with LangChain, L

• langgraph · Skill · 30,138 stars

  Expert in LangGraph - the production-grade framework for building stateful, multi-actor AI applications. Covers graph construction, state management, cycle

• langsmith-observability · Skill · 30,138 stars

  LLM observability platform for tracing, evaluation, and monitoring. Use when debugging LLM applications, evaluating model outputs against datasets, monitor

• laravel-expert · Skill · 30,138 stars

  Senior Laravel Engineer role for production-grade, maintainable, and idiomatic Laravel solutions. Focuses on clean architecture, security, performance, and

• latchbio-integration · Skill · 30,138 stars

  Latch platform for bioinformatics workflows. Build pipelines with Latch SDK, @workflow/@task decorators, deploy serverless workflows, LatchFile/LatchDir, N

• latex-posters · Skill · 30,138 stars

  Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scie

• latex-posters · Skill · 30,138 stars

  Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scie

• launch-strategy · Skill · 30,138 stars

  When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,' 'feature

• lead-research-assistant · Skill · 30,138 stars

  Identifies high-quality leads for your product or service by analyzing your business, searching for target companies, and providing actionable contact stra

• linear · Skill · 30,138 stars

  Manage issues, projects & team workflows in Linear. Use when the user wants to read, create or updates tickets in Linear.

• linear-automation · Skill · 30,138 stars

  Automate Linear tasks via Rube MCP (Composio): issues, projects, cycles, teams, labels. Always search tools first for current schemas.

• linkedin-profile-optimizer · Skill · 30,138 stars

  Optimize a LinkedIn profile for searchability, recruiter visibility, and engagement. Use when the user mentions LinkedIn profile, headline, About section,

• lint-and-validate · Skill · 30,138 stars

  Automatic quality control, linting, and static analysis procedures. Use after every code modification to ensure syntax correctness and project standards. T

• Linux Privilege Escalation · Skill · 30,138 stars

  This skill should be used when the user asks to "escalate privileges on Linux", "find privesc vectors on Linux systems", "exploit sudo misconfigurations",

• Linux Production Shell Scripts · Skill · 30,138 stars

  This skill should be used when the user asks to "create bash scripts", "automate Linux tasks", "monitor system resources", "backup files", "manage users",

• literature-review · Skill · 30,138 stars

  Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should

• llama-cpp · Skill · 30,138 stars

  Runs LLM inference on CPU, Apple Silicon, and consumer GPUs without NVIDIA hardware. Use for edge deployment, M1/M2/M3 Macs, AMD/Intel GPUs, or when CUDA i

• llama-factory · Skill · 30,138 stars

  Expert guidance for fine-tuning LLMs with LLaMA-Factory - WebUI no-code, 100+ models, 2/3/4/5/6/8-bit QLoRA, multimodal support

• llamaguard · Skill · 30,138 stars

  Meta's 7-8B specialized moderation model for LLM input/output filtering. 6 safety categories - violence/hate, sexual content, weapons, substances, self-har

• llamaindex · Skill · 30,138 stars

  Data framework for building LLM applications with RAG. Specializes in document ingestion (300+ connectors), indexing, and querying. Features vector indices

• llava · Skill · 30,138 stars

  Large Language and Vision Assistant. Enables visual instruction tuning and image-based conversations. Combines CLIP vision encoder with Vicuna/LLaMA langua

• llm-app-patterns · Skill · 30,138 stars

  Production-ready patterns for building LLM applications. Covers RAG pipelines, agent architectures, prompt IDEs, and LLMOps monitoring. Use when designing

• llm-evaluation · Skill · 30,138 stars

  Master comprehensive evaluation strategies for LLM applications, from automated metrics to human evaluation and A/B testing.

• llm-ops · Skill · 30,138 stars

  LLM Operations -- RAG, embeddings, vector databases, fine-tuning, prompt engineering avancado, custos de LLM, evals de qualidade e arquiteturas de IA para

• loki-mode · Skill · 30,138 stars

  Multi-agent autonomous startup system for Claude Code. Triggers on "Loki Mode". Orchestrates 100+ specialized agents across engineering, QA, DevOps, securi

• long-context · Skill · 30,138 stars

  Extend context windows of transformer models using RoPE, YaRN, ALiBi, and position interpolation techniques. Use when processing long documents (32k-128k+

• luma-imagegen · Skill · 30,138 stars

  Use when the user asks to generate images via the Luma AI API (Dream Machine / Photon); collects a prompt and options interactively, then calls the API usi

• mac-storage-cleaner · Skill · 30,138 stars

  Safely reclaim disk space on a Mac — the trustworthy, transparent, reversible alternative to CleanMyMac and similar tools. Use whenever the user says their

• mamba-architecture · Skill · 30,138 stars

  State-space model with O(n) complexity vs Transformers' O(n²). 5× faster inference, million-token sequences, no KV cache. Selective SSM with hardware-aware

• Manifest · Skill · 30,138 stars

  Install and configure the Manifest observability plugin for your agents. Use when setting up telemetry, configuring API keys or endpoints, troubleshooting

• manim · Skill · 30,138 stars

  Comprehensive guide for Manim Community - Python framework for creating mathematical animations and educational videos with programmatic control

• market-research-reports · Skill · 30,138 stars

  Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner). Features professional LaTeX forma

• marketing · Collection · 30,138 stars
• marketing-demand-acquisition · Skill · 30,138 stars

  Multi-channel demand generation, paid media optimization, SEO strategy, and partnership programs for Series A+ startups. Includes CAC calculator, channel p

• marketing-ideas · Skill · 30,138 stars

  When the user needs marketing ideas, inspiration, or strategies for their SaaS or software product. Also use when the user asks for 'marketing ideas,' 'gro

• marketing-psychology · Skill · 30,138 stars

  When the user wants to apply psychological principles, mental models, or behavioral science to marketing. Also use when the user mentions 'psychology,' 'me

• marketing-strategy-pmm · Skill · 30,138 stars

  Product marketing, positioning, GTM strategy, and competitive intelligence. Includes ICP definition, April Dunford positioning methodology, launch playbook

• markitdown · Skill · 30,138 stars

  Convert files and office documents to Markdown. Supports PDF, DOCX, PPTX, XLSX, images (with OCR), audio (with transcription), HTML, CSV, JSON, XML, ZIP, Y

• marp-slide · Skill · 30,138 stars

  Create professional Marp presentation slides with 7 beautiful themes (default, minimal, colorful, dark, gradient, tech, business). Use when users request s

• matchms · Skill · 30,138 stars

  Mass spectrometry analysis. Process mzML/MGF/MSP, spectral similarity (cosine, modified cosine), metadata harmonization, compound ID, for metabolomics and

• matplotlib · Skill · 30,138 stars

  Foundational plotting library. Create line plots, scatter, bar, histograms, heatmaps, 3D, subplots, export PNG/PDF/SVG, for scientific visualization and pu

• MCP Integration · Skill · 30,138 stars

  This skill should be used when the user asks to "add MCP server", "integrate MCP", "configure MCP in plugin", "use .mcp.json", "set up Model Context Protoc

• mcp-builder · Skill · 30,138 stars

  Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use w

• mdr-745-specialist · Skill · 30,138 stars

  EU MDR 2017/745 regulation specialist and consultant for medical device requirement management. Provides comprehensive MDR compliance expertise, gap analys

• medchem · Skill · 30,138 stars

  Medicinal chemistry filters. Apply drug-likeness rules (Lipinski, Veber), PAINS filters, structural alerts, complexity metrics, for compound prioritization

• media · Collection · 30,138 stars
• meeting-insights-analyzer · Skill · 30,138 stars

  Analyzes meeting transcripts and recordings to uncover behavioral patterns, communication insights, and actionable feedback. Identifies when you avoid conf

• meme-factory · Skill · 30,138 stars

  Generate memes using the memegen.link API. Use when users request memes, want to add humor to content, or need visual aids for social media. Supports 100+

• memory-search · Skill · 30,138 stars

  Search conversation history and semantic memory to recall previous discussions, decisions, and context. Use when the user asks to "search memory", "what di

• mermaid-diagram-specialist · Skill · 30,138 stars

  Mermaid diagram specialist for creating flowcharts, sequence diagrams, ERDs, and architecture visualizations

• mermaid-diagrams · Skill · 30,138 stars

  Comprehensive guide for creating software diagrams using Mermaid syntax. Use when users need to create, visualize, or document software through diagrams in

• metabolomics-workbench-database · Skill · 30,138 stars

  Access NIH Metabolomics Workbench via REST API (4,200+ studies). Query metabolites, RefMet nomenclature, MS/NMR data, m/z searches, study metadata, for met

• Metasploit Framework · Skill · 30,138 stars

  This skill should be used when the user asks to "use Metasploit for penetration testing", "exploit vulnerabilities with msfconsole", "create payloads with

• micro-saas-launcher · Skill · 30,138 stars

  Expert in launching small, focused SaaS products fast - the indie hacker approach to building profitable software. Covers idea validation, MVP development,

• microservices-patterns · Skill · 30,138 stars

  Master microservices architecture patterns including service boundaries, inter-service communication, data management, and resilience patterns for building

• miles-rl-training · Skill · 30,138 stars

  Provides guidance for enterprise-grade RL training using miles, a production-ready fork of slime. Use when training large MoE models with FP8/INT4, needing

• ml-engineer · Skill · 30,138 stars

  Build production ML systems with PyTorch 2.x, TensorFlow, and modern ML frameworks. Implements model serving, feature engineering, A/B testing, and monitor

• ml-paper-writing · Skill · 30,138 stars

  Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, structuring arguments, verifyi

• mlflow · Skill · 30,138 stars

  Track ML experiments, manage model registry with versioning, deploy models to production, and reproduce experiments with MLflow - framework-agnostic ML lif

• mobile-design · Skill · 30,138 stars

  Mobile-first design thinking and decision-making for iOS and Android apps. Touch interaction, performance patterns, platform conventions. Teaches principle

• modal · Skill · 30,138 stars

  Run Python code in the cloud with serverless containers, GPUs, and autoscaling. Use when deploying ML models, running batch processing jobs, scheduling com

• modal-serverless-gpu · Skill · 30,138 stars

  Serverless GPU cloud platform for running ML workloads. Use when you need on-demand GPU access without infrastructure management, deploying ML models as AP

• model-merging · Skill · 30,138 stars

  Merge multiple fine-tuned models using mergekit to combine capabilities without retraining. Use when creating specialized models by blending domain-specifi

• model-pruning · Skill · 30,138 stars

  Reduce LLM size and accelerate inference using pruning techniques like Wanda and SparseGPT. Use when compressing models without retraining, achieving 50% s

• moe-training · Skill · 30,138 stars

  Train Mixture of Experts (MoE) models using DeepSpeed or HuggingFace. Use when training large-scale models with limited compute (5× cost reduction vs dense

• molfeat · Skill · 30,138 stars

  Molecular featurization for ML (100+ featurizers). ECFP, MACCS, descriptors, pretrained models (ChemBERTa), convert SMILES to features, for QSAR and molecu

• monorepo-architect · Skill · 30,138 stars

  Expert in monorepo architecture, build systems, and dependency management at scale. Masters Nx, Turborepo, Bazel, and Lerna for efficient multi-project dev

• moodle-external-api-development · Skill · 30,138 stars

  Create custom external web service APIs for Moodle LMS. Use when implementing web services for course management, user tracking, quiz operations, or custom

• motion-canvas · Skill · 30,138 stars

  Complete production-ready guide for Motion Canvas with ESM/CommonJS workarounds, full setup templates, and troubleshooting for programmatic video creation

• move-code-quality · Skill · 30,138 stars

  Analyzes Move language packages against the official Move Book Code Quality Checklist. Use this skill when reviewing Move code, checking Move 2024 Edition

• mui · Skill · 30,138 stars

  Material-UI v7 component library patterns including sx prop styling, theme integration, responsive design, and MUI-specific hooks. Use when working with MU

• n8n · Collection · 30,138 stars
• n8n-code-javascript · Skill · 30,138 stars

  Write JavaScript code in n8n Code nodes. Use when writing JavaScript in n8n, using $input/$json/$node syntax, making HTTP requests with $helpers, working w

• n8n-code-python · Skill · 30,138 stars

  Write Python code in n8n Code nodes. Use when writing Python in n8n, using _input/_json/_node syntax, working with standard library, or need to understand

• n8n-expression-syntax · Skill · 30,138 stars

  Validate n8n expression syntax and fix common errors. Use when writing n8n expressions, using {{}} syntax, accessing $json/$node variables, troubleshooting

• n8n-mcp-tools-expert · Skill · 30,138 stars

  Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, or

• n8n-node-configuration · Skill · 30,138 stars

  Operation-aware node configuration guidance. Use when configuring nodes, understanding property dependencies, determining required fields, choosing between

• n8n-validation-expert · Skill · 30,138 stars

  Interpret validation errors and guide fixing them. Use when encountering validation errors, validation warnings, false positives, operator structure issues

• n8n-workflow-patterns · Skill · 30,138 stars

  Proven architectural patterns for building n8n workflows.

• n8n-workflow-patterns · Skill · 30,138 stars

  Proven workflow architectural patterns from real n8n workflows. Use when building new workflows, designing workflow structure, choosing workflow patterns,

• naming-analyzer · Skill · 30,138 stars

  Suggest better variable, function, and class names based on context and conventions.

• nanogpt · Skill · 30,138 stars

  Educational GPT implementation in ~300 lines. Reproduces GPT-2 (124M) on OpenWebText. Clean, hackable code for learning transformers. By Andrej Karpathy. P

• nemo-curator · Skill · 30,138 stars

  GPU-accelerated data curation for LLM training. Supports text/image/video/audio. Features fuzzy deduplication (16× faster), quality filtering (30+ heuristi

• nemo-evaluator-sdk · Skill · 30,138 stars

  Evaluates LLMs across 100+ benchmarks from 18+ harnesses (MMLU, HumanEval, GSM8K, safety, VLM) with multi-backend execution. Use when needing scalable eval

• nemo-guardrails · Skill · 30,138 stars

  NVIDIA's runtime safety framework for LLM applications. Features jailbreak detection, input/output validation, fact-checking, hallucination detection, PII

• neon-instagres · Skill · 30,138 stars

  Instantly provision production-ready Postgres databases with Neon Instagres. Use when setting up databases, when users mention PostgreSQL/Postgres, databas

• neon-postgres · Skill · 30,138 stars

  Expert patterns for Neon serverless Postgres, branching, connection pooling, and Prisma/Drizzle integration Use when: neon database, serverless postgres, d

• nestjs-expert · Skill · 30,138 stars

  Nest.js framework expert specializing in module architecture, dependency injection, middleware, guards, interceptors, testing with Jest/Supertest, TypeORM/

• netlify-deploy · Skill · 30,138 stars

  Deploy web projects to Netlify using the Netlify CLI (`npx netlify`). Use when the user asks to deploy, host, publish, or link a site/repo on Netlify, incl

• Network 101 · Skill · 30,138 stars

  This skill should be used when the user asks to "set up a web server", "configure HTTP or HTTPS", "perform SNMP enumeration", "configure SMB shares", "test

• networkx · Skill · 30,138 stars

  Comprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python. Use when working with network/graph data structures,

• neurokit2 · Skill · 30,138 stars

  Comprehensive biosignal processing toolkit for analyzing physiological data including ECG, EEG, EDA, RSP, PPG, EMG, and EOG signals. Use this skill when pr

• neuropixels-analysis · Skill · 30,138 stars

  Neuropixels neural recording analysis. Load SpikeGLX/OpenEphys data, preprocess, motion correction, Kilosort4 spike sorting, quality metrics, Allen/IBL cur

• nextjs-app-router-patterns · Skill · 30,138 stars

  Comprehensive patterns for Next.js 14+ App Router architecture, Server Components, and modern full-stack React development.

• nextjs-best-practices · Skill · 30,138 stars

  Next.js App Router principles. Server Components, data fetching, routing patterns.

• nextjs-supabase-auth · Skill · 30,138 stars

  Expert integration of Supabase Auth with Next.js App Router Use when: supabase auth next, authentication next.js, login supabase, auth middleware, protecte

• nnsight-remote-interpretability · Skill · 30,138 stars

  Provides guidance for interpreting and manipulating neural network internals using nnsight with optional NDIF remote execution. Use when needing to run int

• nodejs-backend-patterns · Skill · 30,138 stars

  Comprehensive guidance for building scalable, maintainable, and production-ready Node.js backend applications with modern frameworks, architectural pattern

• nodejs-best-practices · Skill · 30,138 stars

  Node.js development principles and decision-making. Framework selection, async patterns, security, and architecture. Teaches thinking, not copying.

• nosql-expert · Skill · 30,138 stars

  Expert guidance for distributed NoSQL databases (Cassandra, DynamoDB). Focuses on mental models, query-first modeling, single-table design, and avoiding ho

• notebooklm · Skill · 30,138 stars

  Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automa

• notion-knowledge-capture · Skill · 30,138 stars

  Capture conversations and decisions into structured Notion pages; use when turning chats/notes into wiki entries, how-tos, decisions, or FAQs with proper l

• notion-meeting-intelligence · Skill · 30,138 stars

  Prepare meeting materials with Notion context and Codex research; use when gathering context, drafting agendas/pre-reads, and tailoring materials to attend

• notion-research-documentation · Skill · 30,138 stars

  Research across Notion and synthesize into structured documentation; use when gathering info from multiple Notion sources to produce briefs, comparisons, o

• notion-spec-to-implementation · Skill · 30,138 stars

  Turn Notion specs into implementation plans, tasks, and progress tracking; use when implementing PRDs/feature specs and creating Notion plans + tasks from

• notion-template-business · Skill · 30,138 stars

  Expert in building and selling Notion templates as a business - not just making templates, but building a sustainable digital product business. Covers temp

• nowait-reasoning-optimizer · Skill · 30,138 stars

  Implements the NOWAIT technique for efficient reasoning in R1-style LLMs. Use when optimizing inference of reasoning models (QwQ, DeepSeek-R1, Phi4-Reasoni

• observability-engineer · Skill · 30,138 stars

  Build production-ready monitoring, logging, and tracing systems. Implements comprehensive observability strategies, SLI/SLO management, and incident respon

• obsidian-bases · Skill · 30,138 stars

  Create and edit Obsidian Bases (.base files) with views, filters, formulas, and summaries. Use when working with .base files, creating database-like views

• obsidian-clipper-template-creator · Skill · 30,138 stars

  Guide for creating templates for the Obsidian Web Clipper. Use when you want to create a new clipping template, understand available variables, or format c

• obsidian-markdown · Skill · 30,138 stars

  Create and edit Obsidian Flavored Markdown with wikilinks, embeds, callouts, properties, and other Obsidian-specific syntax. Use when working with .md file

• offer-comparison-analyzer · Skill · 30,138 stars

  Compare multiple job offers side-by-side with total compensation analysis. Use when the user has multiple offers and wants to compare salary, equity, benef

• omero-integration · Skill · 30,138 stars

  Microscopy data management platform. Access images via Python, retrieve datasets, analyze pixels, manage ROIs/annotations, batch processing, for high-conte

• onboarding-cro · Skill · 30,138 stars

  When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions "onboardin

• openai-docs · Skill · 30,138 stars

  Use when the user asks how to build with OpenAI products or APIs and needs up-to-date official documentation with citations (for example: Codex, Responses

• openalex-database · Skill · 30,138 stars

  Query and analyze scholarly literature using the OpenAlex database. This skill should be used when searching for academic papers, analyzing research trends

• openapi-to-typescript · Skill · 30,138 stars

  Converts OpenAPI 3.0 JSON/YAML to TypeScript interfaces and type guards. This skill should be used when the user asks to generate types from OpenAPI, conve

• openrlhf-training · Skill · 30,138 stars

  High-performance RLHF framework with Ray+vLLM acceleration. Use for PPO, GRPO, RLOO, DPO training of large models (7B-70B+). Built on Ray, vLLM, ZeRO-3. 2×

• opentargets-database · Skill · 30,138 stars

  Query Open Targets Platform for target-disease associations, drug target discovery, tractability/safety data, genetics/omics evidence, known drugs, for the

• opentrons-integration · Skill · 30,138 stars

  Lab automation platform for Flex/OT-2 robots. Write Protocol API v2 protocols, liquid handling, hardware modules (heater-shaker, thermocycler), labware man

• operations · Collection · 30,138 stars
• optimizing-attention-flash · Skill · 30,138 stars

  Optimizes transformer attention with Flash Attention for 2-4x speedup and 10-20x memory reduction. Use when training/running transformers with long sequenc

• otif-analysis · Skill · 30,138 stars

  Audit delivery performance from order-level data - compute the OTIF metric ladder (tolerant to strict), find where lateness concentrates, and quantify the

• outlines · Skill · 30,138 stars

  Guarantee valid JSON/XML/code structure during generation, use Pydantic models for type-safe outputs, support local models (Transformers, vLLM), and maximi

• owasp-security · Skill · 30,138 stars

  Comprehensive OWASP-aligned security guidance across six standards - Top 10 (2021) for web apps, ASVS 5.0, MASVS v2.1.0 for mobile, API Security Top 10 (20

• page-cro · Skill · 30,138 stars

  When the user wants to optimize, improve, or increase conversions on any marketing page — including homepage, landing pages, pricing pages, feature pages,

• paid-ads · Skill · 30,138 stars

  When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use whe

• paper-2-web · Skill · 30,138 stars

  This skill should be used when converting academic papers into promotional and presentation formats including interactive websites (Paper2Web), presentatio

• parallel-agents · Skill · 30,138 stars

  Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires mul

• patentfig · Skill · 30,138 stars

  Generate patent-office-compliant figures via the PatentFig AI API — patent line art from text (PNG or SVG), vectorize drawings to SVG/DXF/vector PDF, AI-up

• pathml · Skill · 30,138 stars

  Computational pathology toolkit for analyzing whole-slide images (WSI) and multiparametric imaging data. Use this skill when working with histopathology sl

• paywall-upgrade-cro · Skill · 30,138 stars

  When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use when the user mentions "paywall," "up

• pdb-database · Skill · 30,138 stars

  Access RCSB PDB for 3D protein/nucleic acid structures. Search by text/sequence/structure, download coordinates (PDB/mmCIF), retrieve metadata, for structu

• pdf · Skill · 30,138 stars

  Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multi

• pdf · Skill · 30,138 stars

  Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multi

• pdf · Skill · 30,138 stars

  PDF manipulation toolkit. Extract text/tables, create PDFs, merge/split, fill forms, for programmatic document processing and analysis.

• pdf · Skill · 30,138 stars

  Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multi

• PDF Processing Pro · Skill · 30,138 stars

  Production-ready PDF processing with forms, tables, OCR, validation, and batch operations. Use when working with complex PDF workflows in production enviro

• pdf-fill-studio · Skill · 30,138 stars

  Fill any PDF locally and place each value precisely in a visual editor. Use when the user wants to fill out a PDF form, enter data into a PDF, complete a t

• pdf-official · Skill · 30,138 stars

  Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multi

• peer-review · Skill · 30,138 stars

  Systematic peer review toolkit. Evaluate methodology, statistics, design, reproducibility, ethics, figure integrity, reporting standards, for manuscript an

• peft-fine-tuning · Skill · 30,138 stars

  Parameter-efficient fine-tuning for LLMs using LoRA, QLoRA, and 25+ methods. Use when fine-tuning large models (7B-70B) with limited GPU memory, when you n

• pennylane · Skill · 30,138 stars

  Cross-platform Python library for quantum computing, quantum machine learning, and quantum chemistry. Enables building and training quantum circuits with a

• Pentest Checklist · Skill · 30,138 stars

  This skill should be used when the user asks to "plan a penetration test", "create a security assessment checklist", "prepare for penetration testing", "de

• Pentest Commands · Skill · 30,138 stars

  This skill should be used when the user asks to "run pentest commands", "scan with nmap", "use metasploit exploits", "crack passwords with hydra or john",

• performance · Skill · 30,138 stars

  Optimize web performance for faster loading and better user experience. Use when asked to "speed up my site", "optimize performance", "reduce load time", "

• performance-optimizer · Skill · 30,138 stars

  Identifies and fixes performance bottlenecks in code, databases, and APIs. Measures before and after to prove improvements.

• performance-profiling · Skill · 30,138 stars

  Performance profiling principles. Measurement, analysis, and optimization techniques.

• perplexity · Skill · 30,138 stars

  Web search and research using Perplexity AI. Use when user says "search", "find", "look up", "ask", "research", or "what's the latest" for generic queries.

• perplexity-search · Skill · 30,138 stars

  Perform AI-powered web searches with real-time information using Perplexity models via LiteLLM and OpenRouter. This skill should be used when conducting we

• personal-tool-builder · Skill · 30,138 stars

  Expert in building custom tools that solve your own problems first. The best products often start as personal tools - scratch your own itch, build for your

• phoenix-observability · Skill · 30,138 stars

  Open-source AI observability platform for LLM tracing, evaluation, and monitoring. Use when debugging LLM applications with detailed traces, running evalua

• php-pro · Skill · 30,138 stars

  Write idiomatic PHP code with generators, iterators, SPL data

• pinecone · Skill · 30,138 stars

  Managed vector database for production AI applications. Fully managed, auto-scaling, with hybrid search (dense + sparse), metadata filtering, and namespace

• plaid-fintech · Skill · 30,138 stars

  Expert patterns for Plaid API integration including Link token flows, transactions sync, identity verification, Auth for ACH, balance checks, webhook handl

• plan-writing · Skill · 30,138 stars

  Structured task planning with clear breakdowns, dependencies, and verification criteria. Use when implementing features, refactoring, or any multi-step wor

• planning · Skill · 30,138 stars

  Create and manage persistent markdown planning files for structured task execution. Use when the user asks to "create a plan", "track progress", "start a r

• planning-with-files · Skill · 30,138 stars

  Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step task

• planning-with-files · Skill · 30,138 stars

  Transforms workflow to use Manus-style persistent markdown files for planning, progress tracking, and knowledge storage. Use when starting complex tasks, m

• playwright · Skill · 30,138 stars

  Use when the task requires automating a real browser from the terminal (navigation, form filling, snapshots, screenshots, data extraction, UI-flow debuggin

• playwright-e2e-builder · Skill · 30,138 stars

  Plan and build comprehensive Playwright E2E test suites with Page Object Model, authentication state persistence, custom fixtures, visual regression, and C

• playwright-java · Skill · 30,138 stars

  Scaffold, write, debug, and enhance enterprise-grade Playwright E2E tests in Java using Page Object Model, JUnit 5, Allure reporting, and parallel executio

• playwright-skill · Skill · 30,138 stars

  Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check r

• plotly · Skill · 30,138 stars

  Interactive scientific and statistical data visualization library for Python. Use when creating charts, plots, or visualizations including scatter plots, l

• Plugin Settings · Skill · 30,138 stars

  This skill should be used when the user asks about "plugin settings", "store plugin configuration", "user-configurable plugin", ".local.md files", "plugin

• Plugin Structure · Skill · 30,138 stars

  This skill should be used when the user asks to "create a plugin", "scaffold a plugin", "understand plugin structure", "organize plugin components", "set u

• plugin-forge · Skill · 30,138 stars

  Create and manage Claude Code plugins with proper structure, manifests, and marketplace integration. Use when creating plugins for a marketplace, adding pl

• pocketbase · Collection · 30,138 stars
• PocketBase API Rules · Skill · 30,138 stars

  API rules and filter expressions for PocketBase access control. Use when setting permissions, writing filter expressions, configuring who can access what,

• PocketBase Collections · Skill · 30,138 stars

  Collection and schema design for PocketBase. Use when creating collections, designing schemas, adding fields, setting up relations, or choosing between bas

• PocketBase Deploy · Skill · 30,138 stars

  Production deployment for PocketBase. Use when deploying PocketBase to a server, setting up Docker, configuring systemd, reverse proxy (nginx/Caddy), TLS,

• PocketBase Hooks · Skill · 30,138 stars

  Server-side JavaScript hooks for PocketBase (pb_hooks). Use when writing custom routes, event hooks, cron jobs, sending emails, making HTTP requests, query

• PocketBase Migrations · Skill · 30,138 stars

  Schema migrations and versioning for PocketBase. Use when creating migrations, managing schema versions, syncing collections between environments, using au

• PocketBase SDK · Skill · 30,138 stars

  JavaScript SDK usage for PocketBase client applications. Use when calling PocketBase from frontend or Node.js, authenticating users, subscribing to realtim

• polars · Skill · 30,138 stars

  Fast DataFrame library (Apache Arrow). Select, filter, group_by, joins, lazy evaluation, CSV/Parquet I/O, expression API, for high-performance data analysi

• popup-cro · Skill · 30,138 stars

  When the user wants to create or optimize popups, modals, overlays, slide-ins, or banners for conversion purposes. Also use when the user mentions "exit in

• portfolio-case-study-writer · Skill · 30,138 stars

  Transform resume bullets into detailed portfolio case studies with context, action, and outcome. Use when the user mentions portfolio, case study, project

• postgresql · Skill · 30,138 stars

  Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features

• postgresql-optimization · Skill · 30,138 stars

  PostgreSQL database optimization workflow for query tuning, indexing strategies, performance analysis, and production database management.

• powershell-windows · Skill · 30,138 stars

  PowerShell Windows patterns. Critical pitfalls, operator syntax, error handling.

• pptx · Skill · 30,138 stars

  Presentation toolkit (.pptx). Create/edit slides, layouts, content, speaker notes, comments, for programmatic presentation creation and modification.

• pptx · Skill · 30,138 stars

  Use this skill any time a .pptx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or presentations

• pptx-official · Skill · 30,138 stars

  Use this skill any time a .pptx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or presentations

• premium-web-design · Skill · 30,138 stars

  Create premium, Awwwards-quality website designs as React (.jsx) components that look like they were built by a top-tier agency charging $50k+ per project.

• pricing-strategy · Skill · 30,138 stars

  When the user wants help with pricing decisions, packaging, or monetization strategy. Also use when the user mentions 'pricing,' 'pricing tiers,' 'freemium

• prisma-expert · Skill · 30,138 stars

  Prisma ORM expert for schema design, migrations, query optimization, relations modeling, and database operations. Use PROACTIVELY for Prisma schema issues,

• Privilege Escalation Methods · Skill · 30,138 stars

  This skill should be used when the user asks to "escalate privileges", "get root access", "become administrator", "privesc techniques", "abuse sudo", "expl

• product-decision-agent · Skill · 30,138 stars

  中文产品决策 Agent。用于中国大陆互联网产品、运营、增长、商业化、数据、项目推进和组织协作场景：产品规划、需求分析、PRD、需求优先级、排期、版本规划、Roadmap、MVP、灰度、上线、迭代、增长停滞、拉新、投放、渠道、裂变、CAC、LTV、ROI、留存、转化、DAU/MAU、GMV、漏斗、社区运营、内

• product-manager-toolkit · Skill · 30,138 stars

  Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-marke

• product-strategist · Skill · 30,138 stars

  Strategic product leadership toolkit for Head of Product including OKR cascade generation, market analysis, vision setting, and team scaling. Use for strat

• production-code-audit · Skill · 30,138 stars

  Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-

• productivity · Collection · 30,138 stars
• professional-communication · Skill · 30,138 stars

  Guide technical communication for software developers. Covers email structure, team messaging etiquette, meeting agendas, and adapting messages for technic

• programmatic-seo · Skill · 30,138 stars

  When the user wants to create SEO-driven pages at scale using templates and data. Also use when the user mentions "programmatic SEO," "template pages," "pa

• progressive-web-app · Skill · 30,138 stars

  Build Progressive Web Apps (PWAs) with offline support, installability, and caching strategies. Trigger whenever the user mentions PWA, service workers, we

• prometheus-configuration · Skill · 30,138 stars

  Complete guide to Prometheus setup, metric collection, scrape configuration, and recording rules.

• prompt-caching · Skill · 30,138 stars

  Caching strategies for LLM prompts including Anthropic prompt caching, response caching, and CAG (Cache Augmented Generation) Use when: prompt caching, cac

• prompt-engineer · Skill · 30,138 stars

  Expert in designing effective prompts for LLM-powered applications. Masters prompt structure, context management, output formatting, and prompt evaluation.

• prompt-engineering · Skill · 30,138 stars

  Expert guide on prompt engineering patterns, best practices, and optimization techniques. Use when user wants to improve prompts, learn prompting strategie

• prompt-engineering-patterns · Skill · 30,138 stars

  Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability.

• prompt-library · Skill · 30,138 stars

  Curated collection of high-quality prompts for various use cases. Includes role-based prompts, task-specific templates, and prompt refinement techniques. U

• protocolsio-integration · Skill · 30,138 stars

  Integration with protocols.io API for managing scientific protocols. This skill should be used when working with protocols.io to search, create, update, or

• pubchem-database · Skill · 30,138 stars

  Query PubChem via PUG-REST API/PubChemPy (110M+ compounds). Search by name/CID/SMILES, retrieve properties, similarity/substructure searches, bioactivity,

• pubmed-database · Skill · 30,138 stars

  Direct REST API access to PubMed. Advanced Boolean/MeSH queries, E-utilities API, batch processing, citation management. For Python workflows, prefer biopy

• pufferlib · Skill · 30,138 stars

  This skill should be used when working with reinforcement learning tasks including high-performance RL training, custom environment development, vectorized

• pydantic-ai · Skill · 30,138 stars

  Build production-ready AI agents with PydanticAI — type-safe tool use, structured outputs, dependency injection, and multi-model support.

• pydeseq2 · Skill · 30,138 stars

  Differential gene expression analysis (Python DESeq2). Identify DE genes from bulk RNA-seq counts, Wald tests, FDR correction, volcano/MA plots, for RNA-se

• pydicom · Skill · 30,138 stars

  Python library for working with DICOM (Digital Imaging and Communications in Medicine) files. Use this skill when reading, writing, or modifying medical im

• pyhealth · Skill · 30,138 stars

  Comprehensive healthcare AI toolkit for developing, testing, and deploying machine learning models with clinical data. This skill should be used when worki

• pylabrobot · Skill · 30,138 stars

  Laboratory automation toolkit for controlling liquid handlers, plate readers, pumps, heater shakers, incubators, centrifuges, and analytical equipment. Use

• pymatgen · Skill · 30,138 stars

  Materials science toolkit. Crystal structures (CIF, POSCAR), phase diagrams, band structure, DOS, Materials Project integration, format conversion, for com

• pymc-bayesian-modeling · Skill · 30,138 stars

  Bayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison, posterior checks, for probabilistic progra

• pymoo · Skill · 30,138 stars

  Multi-objective optimization framework. NSGA-II, NSGA-III, MOEA/D, Pareto fronts, constraint handling, benchmarks (ZDT, DTLZ), for engineering design and o

• pyopenms · Skill · 30,138 stars

  Python interface to OpenMS for mass spectrometry data analysis. Use for LC-MS/MS proteomics and metabolomics workflows including file handling (mzML, mzXML

• pysam · Skill · 30,138 stars

  Genomic file toolkit. Read/write SAM/BAM/CRAM alignments, VCF/BCF variants, FASTA/FASTQ sequences, extract regions, calculate coverage, for NGS data proces

• pytdc · Skill · 30,138 stars

  Therapeutics Data Commons. AI-ready drug discovery datasets (ADME, toxicity, DTI), benchmarks, scaffold splits, molecular oracles, for therapeutic ML and p

• python-patterns · Skill · 30,138 stars

  Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying.

• python-pro · Skill · 30,138 stars

  Master Python 3.12+ with modern features, async programming, performance optimization, and production-ready practices. Expert in the latest Python ecosyste

• python-testing-patterns · Skill · 30,138 stars

  Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suit

• pytorch-fsdp · Skill · 30,138 stars

  Expert guidance for Fully Sharded Data Parallel training with PyTorch FSDP - parameter sharding, mixed precision, CPU offloading, FSDP2

• pytorch-lightning · Skill · 30,138 stars

  High-level PyTorch framework with Trainer class, automatic distributed training (DDP/FSDP/DeepSpeed), callbacks system, and minimal boilerplate. Scales fro

• pytorch-lightning · Skill · 30,138 stars

  Deep learning framework (PyTorch Lightning). Organize PyTorch code into LightningModules, configure Trainers for multi-GPU/TPU, implement data pipelines, c

• pyvene-interventions · Skill · 30,138 stars

  Provides guidance for performing causal interventions on PyTorch models using pyvene's declarative intervention framework. Use when conducting causal traci

• qa-test-planner · Skill · 30,138 stars

  Generate comprehensive test plans, manual test cases, regression test suites, and bug reports for QA engineers. Includes Figma MCP integration for design v

• qdrant-vector-search · Skill · 30,138 stars

  High-performance vector similarity search engine for RAG and semantic search. Use when building production RAG systems requiring fast nearest neighbor sear

• qiskit · Skill · 30,138 stars

  Comprehensive quantum computing toolkit for building, optimizing, and executing quantum circuits. Use when working with quantum algorithms, simulations, or

• qms-audit-expert · Skill · 30,138 stars

  Senior QMS Audit Expert for internal and external quality management system auditing. Provides ISO 13485 audit expertise, audit program management, nonconf

• quality-documentation-manager · Skill · 30,138 stars

  Senior Quality Documentation Manager for comprehensive documentation control and regulatory document review. Provides document management system design, ch

• quality-manager-qmr · Skill · 30,138 stars

  Senior Quality Manager Responsible Person (QMR) for HealthTech and MedTech companies. Provides overall quality system responsibility, regulatory compliance

• quality-manager-qms-iso13485 · Skill · 30,138 stars

  ISO 13485 Quality Management System specialist for medical device companies. Provides QMS implementation, maintenance, process optimization, and compliance

• quantizing-models-bitsandbytes · Skill · 30,138 stars

  Quantizes LLMs to 8-bit or 4-bit for 50-75% memory reduction with minimal accuracy loss. Use when GPU memory is limited, need to fit larger models, or want

• qutip · Skill · 30,138 stars

  Quantum mechanics simulations and analysis using QuTiP (Quantum Toolbox in Python). Use when working with quantum systems including: (1) quantum states (ke

• raffle-winner-picker · Skill · 30,138 stars

  Picks random winners from lists, spreadsheets, or Google Sheets for giveaways, raffles, and contests. Ensures fair, unbiased selection with transparency.

• rag-engineer · Skill · 30,138 stars

  Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking strategies, and retrieval optimization for

• rag-implementation · Skill · 30,138 stars

  Retrieval-Augmented Generation patterns including chunking, embeddings, vector stores, and retrieval optimization Use when: rag, retrieval augmented, vecto

• railway · Collection · 30,138 stars
• railway-database · Skill · 30,138 stars

  Add official Railway database services (Postgres, Redis, MySQL, MongoDB). Use when user wants to add a database, says "add postgres", "add redis", "add dat

• railway-deploy · Skill · 30,138 stars

  Deploy code to Railway using "railway up". Use when user wants to push code, says "railway up", "deploy", "ship", or "push". For initial setup or creating

• railway-deployment · Skill · 30,138 stars

  Manage Railway deployments - view logs, redeploy, restart, or remove deployments. Use for deployment lifecycle (remove, stop, redeploy, restart), deploymen

• railway-docs · Skill · 30,138 stars

  Fetch up-to-date Railway documentation to answer questions accurately. Use when user asks about Railway features, how Railway works, or shares a docs.railw

• railway-domain · Skill · 30,138 stars

  Add, view, or remove domains for Railway services. Use when user wants to add a domain, generate a railway domain, check current domains, get the URL for a

• railway-environment · Skill · 30,138 stars

  Query, stage, and apply configuration changes for Railway environments. Use for ANY variable or env var operations, service configuration (source, build se

• railway-metrics · Skill · 30,138 stars

  Query resource usage metrics for Railway services. Use when user asks about resource usage, CPU, memory, network, disk, or service performance like "how mu

• railway-new · Skill · 30,138 stars

  Create Railway projects, services, and databases with proper configuration. Use when user says "setup", "deploy to railway", "initialize", "create project"

• railway-projects · Skill · 30,138 stars

  List, switch, and configure Railway projects. Use when user wants to list all projects, switch projects, rename a project, enable/disable PR deploys, make

• railway-service · Skill · 30,138 stars

  Check service status, rename services, change service icons, link services, or create services with Docker images. For creating services with local code, p

• railway-status · Skill · 30,138 stars

  Check current Railway project status for this directory. Use when user asks "railway status", "is it running", "what's deployed", "deployment status", or a

• railway-templates · Skill · 30,138 stars

  Search and deploy services from Railway's template marketplace. Use when user wants to add a service from a template, find templates for a specific use cas

• ray-data · Skill · 30,138 stars

  Scalable data processing for ML workloads. Streaming execution across CPU/GPU, supports Parquet/CSV/JSON/images. Integrates with Ray Train, PyTorch, Tensor

• ray-train · Skill · 30,138 stars

  Distributed training orchestration across clusters. Scales PyTorch/TensorFlow/HuggingFace from laptop to 1000s of nodes. Built-in hyperparameter tuning wit

• rdkit · Skill · 30,138 stars

  Cheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA), fingerprints, substructure search, 2D/3D gene

• react-best-practices · Skill · 30,138 stars

  Comprehensive React and Next.js performance optimization guide with 40+ rules for eliminating waterfalls, optimizing bundles, and improving rendering. Use

• react-component-performance · Skill · 30,138 stars

  Diagnose slow React components and suggest targeted performance fixes.

• react-dev · Skill · 30,138 stars

  This skill should be used when building React components with TypeScript, typing hooks, handling events, or when React TypeScript, React 19, Server Compone

• react-native-architecture · Skill · 30,138 stars

  Production-ready patterns for React Native development with Expo, including navigation, state management, native modules, and offline-first architecture.

• react-patterns · Skill · 30,138 stars

  Modern React patterns and principles. Hooks, composition, performance, TypeScript best practices.

• react-state-management · Skill · 30,138 stars

  Master modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global state, managing server state, or choos

• react-ui-patterns · Skill · 30,138 stars

  Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components, handling async data, or managing UI states

• react-useeffect · Skill · 30,138 stars

  React useEffect best practices from official docs. Use when writing/reviewing useEffect, useState for derived values, data fetching, or state synchronizati

• reactome-database · Skill · 30,138 stars

  Query Reactome REST API for pathway analysis, enrichment, gene-pathway mapping, disease pathways, molecular interactions, expression analysis, for systems

• receiving-code-review · Skill · 30,138 stars

  Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires techn

• Red Team Tools and Methodology · Skill · 30,138 stars

  This skill should be used when the user asks to "follow red team methodology", "perform bug bounty hunting", "automate reconnaissance", "hunt for XSS vulne

• red-team-tactics · Skill · 30,138 stars

  Red team tactics principles based on MITRE ATT&CK. Attack phases, detection evasion, reporting.

• reducing-entropy · Skill · 30,138 stars

  Manual-only skill for minimizing total codebase size. Only activate when explicitly requested by user. Measures success by final code amount, not effort. B

• reference-list-builder · Skill · 30,138 stars

  Format professional references properly and prepare reference materials. Use when the user mentions references, reference list, references page, or prepari

• referral-program · Skill · 30,138 stars

  When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user mentions 'refe

• regulatory-affairs-head · Skill · 30,138 stars

  Senior Regulatory Affairs Manager expertise for HealthTech and MedTech companies. Provides strategic regulatory guidance, submission management, regulatory

• regulatory-threat-model · Skill · 30,138 stars

  Use when an application or system — including one built quickly with AI coding agents — needs a security review with regulatory grounding: a STRIDE threat

• remotion · Skill · 30,138 stars

  Best practices and comprehensive guide for Remotion - programmatic video creation in React with animations, compositions, and media handling

• remotion-best-practices · Skill · 30,138 stars

  Best practices for Remotion - Video creation in React

• render-deploy · Skill · 30,138 stars

  Deploy applications to Render by analyzing codebases, generating render.yaml Blueprints, and providing Dashboard deeplinks. Use when the user wants to depl

• requesting-code-review · Skill · 30,138 stars

  Use when completing tasks, implementing major features, or before merging to verify work meets requirements

• requirements-clarity · Skill · 30,138 stars

  Clarify ambiguous requirements through focused dialogue before implementation. Use when requirements are unclear, features are complex (>2 days), or involv

• research-engineer · Skill · 30,138 stars

  An uncompromising Academic Research Engineer. Operates with absolute scientific rigor, objective criticism, and zero flair. Focuses on theoretical correctn

• research-grants · Skill · 30,138 stars

  Write competitive research proposals for NSF, NIH, DOE, and DARPA. Agency-specific formatting, review criteria, budget preparation, broader impacts, signif

• research-lookup · Skill · 30,138 stars

  Look up current research information using Perplexity's Sonar Pro Search or Sonar Reasoning Pro models through OpenRouter. Automatically selects the best m

• resume-ats-optimizer · Skill · 30,138 stars

  Optimize resumes for Applicant Tracking Systems, check ATS compatibility, and analyze keyword match. Use when the user mentions ATS, applicant tracking, ke

• resume-bullet-writer · Skill · 30,138 stars

  Transform weak resume bullets into achievement-focused statements with metrics and impact. Use when the user wants to rewrite bullets, strengthen accomplis

• resume-formatter · Skill · 30,138 stars

  Ensure ATS-friendly formatting and create clean, scannable layouts. Use when the user mentions resume format, layout, template, design, or fixing formattin

• resume-quantifier · Skill · 30,138 stars

  Find opportunities to add metrics and estimate numbers when exact data is unavailable. Use when the user wants to quantify achievements, add numbers, perce

• resume-section-builder · Skill · 30,138 stars

  Create targeted resume sections optimized for different experience levels and roles. Use when the user wants to build or rewrite specific sections like sum

• resume-tailor · Skill · 30,138 stars

  Customize resume for specific job postings while maintaining truthfulness. Use when the user wants to tailor, customize, or target their resume for a speci

• resume-version-manager · Skill · 30,138 stars

  Track different resume versions, maintain a master resume, and manage tailored variants. Use when the user mentions managing multiple resume versions, mast

• risk-management-specialist · Skill · 30,138 stars

  Senior Risk Management specialist for medical device companies implementing ISO 14971 risk management throughout product lifecycle. Provides risk analysis,

• roier-seo · Skill · 30,138 stars

  Technical SEO auditor and fixer. Runs Lighthouse/PageSpeed audits on websites or local dev servers, analyzes SEO/performance/accessibility scores, and auto

• root-cause-pareto · Skill · 30,138 stars

  Build a decision-grade Pareto for downtime, defects, complaints or delays - with unit-of-measure discipline, category hygiene, exposure normalization and a

• ruby-pro · Skill · 30,138 stars

  Write idiomatic Ruby code with metaprogramming, Rails patterns, and performance optimization. Specializes in Ruby on Rails, gem development, and testing fr

• rust-cli-builder · Skill · 30,138 stars

  Plan and build production-ready Rust CLI tools using clap for argument parsing, with subcommands, config file support, colored output, and proper error han

• rust-pro · Skill · 30,138 stars

  Master Rust 1.75+ with modern async patterns, advanced type system features, and production-ready systems programming.

• rwkv-architecture · Skill · 30,138 stars

  RNN+Transformer hybrid with O(n) inference. Linear time, infinite context, no KV cache. Train like GPT (parallel), infer like RNN (sequential). Linux Found

• saas-multi-tenant · Skill · 30,138 stars

  Design and implement multi-tenant SaaS architectures with row-level security, tenant-scoped queries, shared-schema isolation, and safe cross-tenant admin p

• safety-stock-review · Skill · 30,138 stars

  Size or audit safety stock with assumption checks - the z*sigma*sqrt(LT) formula plus an empirical stress test of what it actually delivers (cycle service

• salary-negotiation-prep · Skill · 30,138 stars

  Research market rates, build negotiation strategy, and create counter-offer scripts. Use when the user mentions salary negotiation, counter offer, compensa

• salesforce-development · Skill · 30,138 stars

  Expert patterns for Salesforce platform development including Lightning Web Components (LWC), Apex triggers and classes, REST/Bulk APIs, Connected Apps, an

• sast-configuration · Skill · 30,138 stars

  Static Application Security Testing (SAST) tool setup, configuration, and custom rule creation for comprehensive security scanning across multiple programm

• scala-pro · Skill · 30,138 stars

  Master enterprise-grade Scala development with functional programming, distributed systems, and big data processing. Expert in Apache Pekko, Akka, Spark, Z

• scanpy · Skill · 30,138 stars

  Single-cell RNA-seq analysis. Load .h5ad/10X data, QC, normalization, PCA/UMAP/t-SNE, Leiden clustering, marker genes, cell type annotation, trajectory, fo

• schema-markup · Skill · 30,138 stars

  When the user wants to add, fix, or optimize schema markup and structured data on their site. Also use when the user mentions "schema markup," "structured

• scholar-evaluation · Skill · 30,138 stars

  Apply the ScholarEval framework to systematically evaluate scholarly and research work. This skill provides structured evaluation methodology based on peer

• scientific · Collection · 30,138 stars
• scientific-brainstorming · Skill · 30,138 stars

  Research ideation partner. Generate hypotheses, explore interdisciplinary connections, challenge assumptions, develop methodologies, identify research gaps

• scientific-critical-thinking · Skill · 30,138 stars

  Evaluate research rigor. Assess methodology, experimental design, statistical validity, biases, confounding, evidence quality (GRADE, Cochrane ROB), for cr

• scientific-schematics · Skill · 30,138 stars

  Create publication-quality scientific diagrams using Nano Banana Pro AI with smart iterative refinement. Uses Gemini 3 Pro for quality review. Only regener

• scientific-slides · Skill · 30,138 stars

  Build slide decks and presentations for research talks. Use this for making PowerPoint slides, conference presentations, seminar talks, research presentati

• scientific-visualization · Skill · 30,138 stars

  Create publication figures with matplotlib/seaborn/plotly. Multi-panel layouts, error bars, significance markers, colorblind-safe, export PDF/EPS/TIFF, for

• scientific-writing · Skill · 30,138 stars

  Core skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points). Use two-stage process: (1) create

• scikit-bio · Skill · 30,138 stars

  Biological data toolkit. Sequence analysis, alignments, phylogenetic trees, diversity metrics (alpha/beta, UniFrac), ordination (PCoA), PERMANOVA, FASTA/Ne

• scikit-learn · Skill · 30,138 stars

  Machine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression), unsupervised learning (clustering, di

• scikit-survival · Skill · 30,138 stars

  Comprehensive toolkit for survival analysis and time-to-event modeling in Python using scikit-survival. Use this skill when working with censored survival

• scrape · Skill · 30,138 stars

  Scrape any webpage as clean markdown via Bright Data Web Unlocker API. Bypasses bot detection and CAPTCHA. Requires BRIGHTDATA_API_KEY and BRIGHTDATA_UNLOC

• screenshot · Skill · 30,138 stars

  Use when the user explicitly asks for a desktop or system screenshot (full screen, specific app or window, or a pixel region), or when tool-specific captur

• screenshot-feature-extractor · Skill · 30,138 stars

  Analyze product screenshots to extract feature lists and generate development task checklists. Use when: (1) Analyzing competitor product screenshots for f

• scroll-experience · Skill · 30,138 stars

  Expert in building immersive scroll-driven experiences - parallax storytelling, scroll animations, interactive narratives, and cinematic web experiences. L

• scvi-tools · Skill · 30,138 stars

  This skill should be used when working with single-cell omics data analysis using scvi-tools, including scRNA-seq, scATAC-seq, CITE-seq, spatial transcript

• seaborn · Skill · 30,138 stars

  Statistical visualization. Scatter, box, violin, heatmaps, pair plots, regression, correlation matrices, KDE, faceted plots, for exploratory analysis and p

• search · Skill · 30,138 stars

  Search Google via Bright Data SERP API. Returns structured JSON results with title, link, and description. Requires BRIGHTDATA_API_KEY and BRIGHTDATA_UNLOC

• secrets-management · Skill · 30,138 stars

  Secure secrets management practices for CI/CD pipelines using Vault, AWS Secrets Manager, and other tools.

• security · Collection · 30,138 stars
• Security Scanning Tools · Skill · 30,138 stars

  This skill should be used when the user asks to "perform vulnerability scanning", "scan networks for open ports", "assess web application security", "scan

• security-audit · Skill · 30,138 stars

  Comprehensive security auditing workflow covering web application testing, API security, penetration testing, vulnerability scanning, and security hardenin

• security-best-practices · Skill · 30,138 stars

  Perform language and framework specific security best-practice reviews and suggest improvements. Trigger only when the user explicitly requests security be

• security-compliance · Skill · 30,138 stars

  Guides security professionals in implementing defense-in-depth security architectures, achieving compliance with industry frameworks (SOC2, ISO27001, GDPR,

• security-ownership-map · Skill · 30,138 stars

  Analyze git repositories to build a security ownership topology (people-to-file), compute bus factor and sensitive-code ownership, and export CSV/JSON for

• security-review · Skill · 30,138 stars

  Use this skill when adding authentication, handling user input, working with secrets, creating API endpoints, or implementing payment/sensitive features. P

• security-threat-model · Skill · 30,138 stars

  Repository-grounded threat modeling that enumerates trust boundaries, assets, attacker capabilities, abuse paths, and mitigations, and writes a concise Mar

• segment-anything-model · Skill · 30,138 stars

  Foundation model for image segmentation with zero-shot transfer. Use when you need to segment any object in images using points, boxes, or masks as prompts

• segment-cdp · Skill · 30,138 stars

  Expert patterns for Segment Customer Data Platform including Analytics.js, server-side tracking, tracking plans with Protocols, identity resolution, destin

• senior-architect · Skill · 30,138 stars

  Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS, NodeJS, Express, React Native, Swift, Kotlin,

• senior-backend · Skill · 30,138 stars

  Comprehensive backend development skill for building scalable backend systems using NodeJS, Express, Go, Python, Postgres, GraphQL, REST APIs. Includes API

• senior-computer-vision · Skill · 30,138 stars

  World-class computer vision skill for image/video processing, object detection, segmentation, and visual AI systems. Expertise in PyTorch, OpenCV, YOLO, SA

• senior-data-engineer · Skill · 30,138 stars

  World-class data engineering skill for building scalable data pipelines, ETL/ELT systems, and data infrastructure. Expertise in Python, SQL, Spark, Airflow

• senior-data-scientist · Skill · 30,138 stars

  World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics. Expertise in Python (NumPy, Pandas, Sci

• senior-devops · Skill · 30,138 stars

  Comprehensive DevOps skill for CI/CD, infrastructure automation, containerization, and cloud platforms (AWS, GCP, Azure). Includes pipeline setup, infrastr

• senior-frontend · Skill · 30,138 stars

  Comprehensive frontend development skill for building modern, performant web applications using ReactJS, NextJS, TypeScript, Tailwind CSS. Includes compone

• senior-fullstack · Skill · 30,138 stars

  Comprehensive fullstack development skill for building complete web applications with React, Next.js, Node.js, GraphQL, and PostgreSQL. Includes project sc

• senior-ml-engineer · Skill · 30,138 stars

  World-class ML engineering skill for productionizing ML models, MLOps, and building scalable ML systems. Expertise in PyTorch, TensorFlow, model deployment

• senior-prompt-engineer · Skill · 30,138 stars

  World-class prompt engineering skill for LLM optimization, prompt patterns, structured outputs, and AI product development. Expertise in Claude, GPT-4, pro

• senior-qa · Skill · 30,138 stars

  Comprehensive QA and testing skill for quality assurance, test automation, and testing strategies for ReactJS, NextJS, NodeJS applications. Includes test s

• senior-secops · Skill · 30,138 stars

  Comprehensive SecOps skill for application security, vulnerability management, compliance, and secure development practices. Includes security scanning, vu

• senior-security · Skill · 30,138 stars

  Comprehensive security engineering skill for application security, penetration testing, security architecture, and compliance auditing. Includes security a

• sentence-transformers · Skill · 30,138 stars

  Framework for state-of-the-art sentence, text, and image embeddings. Provides 5000+ pre-trained models for semantic similarity, clustering, and retrieval.

• sentencepiece · Skill · 30,138 stars

  Language-independent tokenizer treating text as raw Unicode. Supports BPE and Unigram algorithms. Fast (50k sentences/sec), lightweight (6MB memory), deter

• sentry · Collection · 30,138 stars
• seo · Skill · 30,138 stars

  Optimize for search engine visibility and ranking. Use when asked to "improve SEO", "optimize for search", "fix meta tags", "add structured data", "sitemap

• SEO Optimizer · Skill · 30,138 stars

  Search Engine Optimization specialist for content strategy, technical SEO, keyword research, and ranking improvements. Use when optimizing website content,

• seo-audit · Skill · 30,138 stars

  When the user wants to audit, review, or diagnose SEO issues on their site. Also use when the user mentions "SEO audit," "technical SEO," "why am I not ran

• seo-fundamentals · Skill · 30,138 stars

  SEO fundamentals, E-E-A-T, Core Web Vitals, and Google algorithm principles.

• SEOAgent · Skill · 30,138 stars

  Persistent SEO workflow for Claude Code — run a technical SEO audit, build a hub-and-spoke keyword strategy, write page-type-aware content briefs, and draf

• server-management · Skill · 30,138 stars

  Server management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands.

• serving-llms-vllm · Skill · 30,138 stars

  Serves LLMs with high throughput using vLLM's PagedAttention and continuous batching. Use when deploying production LLM APIs, optimizing inference latency/

• session-handoff · Skill · 30,138 stars

  Creates comprehensive handoff documents for seamless AI agent session transfers. Triggered when: (1) user requests handoff/memory/context save, (2) context

• sglang · Skill · 30,138 stars

  Fast structured generation and serving for LLMs with RadixAttention prefix caching. Use for JSON/regex outputs, constrained decoding, agentic workflows wit

• shadcn · Skill · 30,138 stars

  Manages shadcn/ui components and projects, providing context, documentation, and usage patterns for building modern design systems.

• shap · Skill · 30,138 stars

  Model interpretability and explainability using SHAP (SHapley Additive exPlanations). Use this skill when explaining machine learning model predictions, co

• ship-learn-next · Skill · 30,138 stars

  Transform learning content (like YouTube transcripts, articles, tutorials) into actionable implementation plans using the Ship-Learn-Next framework. Use wh

• Shodan Reconnaissance and Pentesting · Skill · 30,138 stars

  This skill should be used when the user asks to "search for exposed devices on the internet," "perform Shodan reconnaissance," "find vulnerable services us

• shopify-apps · Skill · 30,138 stars

  Expert patterns for Shopify app development including Remix/React Router apps, embedded apps with App Bridge, webhook handling, GraphQL Admin API, Polaris

• shopify-development · Skill · 30,138 stars

  Build Shopify apps, extensions, themes using GraphQL Admin API, Shopify CLI, Polaris UI, and Liquid. TRIGGER: "shopify", "shopify app", "checkout extension

• signup-flow-cro · Skill · 30,138 stars

  When the user wants to optimize signup, registration, account creation, or trial activation flows. Also use when the user mentions "signup conversions," "r

• simpo-training · Skill · 30,138 stars

  Simple Preference Optimization for LLM alignment. Reference-free alternative to DPO with better performance (+6.4 points on AlpacaEval 2.0). No reference m

• simpy · Skill · 30,138 stars

  Process-based discrete-event simulation framework in Python. Use this skill when building simulations of systems with processes, queues, resources, and tim

• skill-creation-guide · Skill · 30,138 stars

  Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's ca

• skill-creator · Skill · 30,138 stars

  Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize

• skill-creator · Skill · 30,138 stars

  Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize

• skill-creator · Skill · 30,138 stars

  Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize

• skill-developer · Skill · 30,138 stars

  Create and manage Claude Code skills following Anthropic best practices. Use when creating new skills, modifying skill-rules.json, understanding trigger pa

• skill-installer · Skill · 30,138 stars

  Install Codex skills into $CODEX_HOME/skills from a curated list or a GitHub repo path. Use when a user asks to list installable skills, install a curated

• skill-judge · Skill · 30,138 stars

  Evaluate Agent Skill design quality against official specifications and best practices. Use when reviewing, auditing, or improving SKILL.md files and skill

• skill-share · Skill · 30,138 stars

  A skill that creates new Claude skills and automatically shares them on Slack using Rube for seamless team collaboration and skill discovery.

• skills · Collection · 30,138 stars
• skills · Collection · 30,138 stars
• skypilot-multi-cloud-orchestration · Skill · 30,138 stars

  Multi-cloud orchestration for ML workloads with automatic cost optimization. Use when you need to run training or batch jobs across multiple clouds, levera

• slack-automation · Skill · 30,138 stars

  Automate Slack workspace operations including messaging, search, channel management, and reaction workflows through Composio's Slack toolkit.

• slack-bot-builder · Skill · 30,138 stars

  Build Slack apps using the Bolt framework across Python, JavaScript, and Java. Covers Block Kit for rich UIs, interactive components, slash commands, event

• slack-gif-creator · Skill · 30,138 stars

  Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users requ

• slack-gif-creator · Skill · 30,138 stars

  Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users requ

• slime-rl-training · Skill · 30,138 stars

  Provides guidance for LLM post-training with RL using slime, a Megatron+SGLang framework. Use when training GLM models, implementing custom data generation

• SMTP Penetration Testing · Skill · 30,138 stars

  This skill should be used when the user asks to "perform SMTP penetration testing", "enumerate email users", "test for open mail relays", "grab SMTP banner

• social-content · Skill · 30,138 stars

  When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms.

• software-architecture · Skill · 30,138 stars

  Guide for quality focused software architecture. This skill should be used when users want to write code, design architecture, analyze code, in any case th

• sora · Skill · 30,138 stars

  Use when the user asks to generate, remix, poll, list, download, or delete Sora videos via OpenAI\u2019s video API using the bundled CLI (`scripts/sora.py`

• sparse-autoencoder-training · Skill · 30,138 stars

  Provides guidance for training and analyzing Sparse Autoencoders (SAEs) using SAELens to decompose neural network activations into interpretable features.

• speculative-decoding · Skill · 30,138 stars

  Accelerate LLM inference using speculative decoding, Medusa multiple heads, and lookahead decoding techniques. Use when optimizing inference speed (1.5-3.6

• speech · Skill · 30,138 stars

  Use when the user asks for text-to-speech narration or voiceover, accessibility reads, audio prompts, or batch speech generation. OpenAI remains the defaul

• sports · Collection · 30,138 stars
• spreadsheet · Skill · 30,138 stars

  Use when tasks involve creating, editing, analyzing, or formatting spreadsheets (`.xlsx`, `.csv`, `.tsv`) using Python (`openpyxl`, `pandas`), especially w

• SQL Injection Testing · Skill · 30,138 stars

  This skill should be used when the user asks to "test for SQL injection vulnerabilities", "perform SQLi attacks", "bypass authentication using SQL injectio

• sql-pro · Skill · 30,138 stars

  Master modern SQL with cloud-native databases, OLTP/OLAP optimization, and advanced query techniques. Expert in performance tuning, data modeling, and hybr

• SQLMap Database Penetration Testing · Skill · 30,138 stars

  This skill should be used when the user asks to "automate SQL injection testing," "enumerate database structure," "extract database credentials using sqlma

• SSH Penetration Testing · Skill · 30,138 stars

  This skill should be used when the user asks to "pentest SSH services", "enumerate SSH configurations", "brute force SSH credentials", "exploit SSH vulnera

• stable-baselines3 · Skill · 30,138 stars

  Use this skill for reinforcement learning tasks including training RL agents (PPO, SAC, DQN, TD3, DDPG, A2C, etc.), creating custom Gym environments, imple

• stable-diffusion-image-generation · Skill · 30,138 stars

  State-of-the-art text-to-image generation with Stable Diffusion models via HuggingFace Diffusers. Use when generating images from text prompts, performing

• star-history-chart · Skill · 30,138 stars

  Add a self-hosted "Stargazers over time" chart to any GitHub repo's README. GitHub now restricts the stargazers endpoint to a repo's own admins/collaborato

• statistical-analysis · Skill · 30,138 stars

  Statistical analysis toolkit. Hypothesis tests (t-test, ANOVA, chi-square), regression, correlation, Bayesian stats, power analysis, assumption checks, APA

• statsmodels · Skill · 30,138 stars

  Statistical modeling toolkit. OLS, GLM, logistic, ARIMA, time series, hypothesis tests, diagnostics, AIC/BIC, for rigorous statistical inference and econom

• string-database · Skill · 30,138 stars

  Query STRING API for protein-protein interactions (59M proteins, 20B interactions). Network analysis, GO/KEGG enrichment, interaction discovery, 5000+ spec

• stripe-integration · Skill · 30,138 stars

  Get paid from day one. Payments, subscriptions, billing portal, webhooks, metered billing, Stripe Connect. The complete guide to implementing Stripe correc

• subagent-driven-development · Skill · 30,138 stars

  Use when executing implementation plans with independent tasks in the current session

• subagent-driven-development · Skill · 30,138 stars

  Use when executing implementation plans with independent tasks in the current session

• supabase-postgres-best-practices · Skill · 30,138 stars

  Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs,

• supabase-postgres-best-practices · Skill · 30,138 stars

  Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs,

• supply-chain-guard · Skill · 30,138 stars

  Detect and remediate software supply chain attacks in npm, PyPI, crates.io, GitHub Actions, and CI/CD pipelines by scanning for known compromised packages,

• sveltekit · Skill · 30,138 stars

  Build full-stack web applications with SvelteKit — file-based routing, SSR, SSG, API routes, and form actions in one framework.

• swarmvault · Skill · 30,138 stars

  Use SwarmVault when the user needs a local-first knowledge vault that writes durable markdown, graph, search, dashboard, review, and MCP artifacts to disk

• swift-concurrency-expert · Skill · 30,138 stars

  Review and fix Swift concurrency issues such as actor isolation and Sendable violations.

• sympy · Skill · 30,138 stars

  Use this skill when working with symbolic mathematics in Python. This skill should be used for symbolic computation tasks including solving equations algeb

• systematic-debugging · Skill · 30,138 stars

  Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes

• tailwind-design-system · Skill · 30,138 stars

  Build production-ready design systems with Tailwind CSS, including design tokens, component variants, responsive patterns, and accessibility.

• tailwind-patterns · Skill · 30,138 stars

  Tailwind CSS v4 principles. CSS-first configuration, container queries, modern patterns, design token architecture.

• tanstack-query-expert · Skill · 30,138 stars

  Expert in TanStack Query (React Query) — asynchronous state management. Covers data fetching, stale time configuration, mutations, optimistic updates, and

• task-execution-engine · Skill · 30,138 stars

  Execute implementation tasks from design documents using markdown checkboxes. Use when (1) implementing features from feature-design-assistant output, (2)

• tavily-web · Skill · 30,138 stars

  Web search, content extraction, crawling, and research capabilities using Tavily API

• tdd-orchestrator · Skill · 30,138 stars

  Master TDD orchestrator specializing in red-green-refactor discipline, multi-agent workflow coordination, and comprehensive test-driven development practic

• tdd-workflow · Skill · 30,138 stars

  Test-Driven Development workflow principles. RED-GREEN-REFACTOR cycle.

• tech-resume-optimizer · Skill · 30,138 stars

  Optimize resumes for software engineering, product management, and technical roles. Use when the user mentions software engineer, developer, PM, data scien

• Telegram Bot Builder · Skill · 30,138 stars

  This skill should be used when the user asks to "create a Telegram bot", "build a Telegram chatbot", "set up a Telegram webhook", "add inline keyboards to

• telegram-bot-builder · Skill · 30,138 stars

  Expert in building Telegram bots that solve real problems - from simple automation to complex AI-powered bots. Covers bot architecture, the Telegram Bot AP

• telegram-mini-app · Skill · 30,138 stars

  Expert in building Telegram Mini Apps (TWA) - web apps that run inside Telegram with native-like experience. Covers the TON ecosystem, Telegram Web App API

• template-skill · Skill · 30,138 stars

  Replace with description of the skill and when Claude should use it.

• tensorboard · Skill · 30,138 stars

  Visualize training metrics, debug models with histograms, compare experiments, visualize model graphs, and profile performance with TensorBoard - Google's

• tensorrt-llm · Skill · 30,138 stars

  Optimizes LLM inference with NVIDIA TensorRT for maximum throughput and lowest latency. Use for production deployment on NVIDIA GPUs (A100/H100), when you

• terraform-specialist · Skill · 30,138 stars

  Expert Terraform/OpenTofu specialist mastering advanced IaC automation, state management, and enterprise infrastructure patterns.

• test-detect · Skill · 30,138 stars

  Auto-detect testing framework and run relevant tests. Identifies Jest, Vitest, Playwright, Cypress, pytest, Go test, and others. Can run all tests, specifi

• test-driven-development · Skill · 30,138 stars

  Use when implementing any feature or bugfix, before writing implementation code

• test-fixing · Skill · 30,138 stars

  Run tests and systematically fix all failing tests using smart error grouping. Use when user asks to fix failing tests, mentions test failures, runs test s

• testing-patterns · Skill · 30,138 stars

  Jest testing patterns, factory functions, mocking strategies, and TDD workflow. Use when writing unit tests, creating test factories, or following TDD red-

• theme-factory · Skill · 30,138 stars

  Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colo

• think-tank · Skill · 30,138 stars

  Run a Virtual Think Tank — a structured multi-persona debate — before planning or making architectural/design/strategic decisions. Use this skill whenever

• threat-modeling-expert · Skill · 30,138 stars

  Expert in threat modeling methodologies, security architecture review, and risk assessment. Masters STRIDE, PASTA, attack trees, and security requirement e

• Top 100 Web Vulnerabilities Reference · Skill · 30,138 stars

  This skill should be used when the user asks to "identify web application vulnerabilities", "explain common security flaws", "understand vulnerability cate

• torch-geometric · Skill · 30,138 stars

  Graph Neural Networks (PyG). Node/graph classification, link prediction, GCN, GAT, GraphSAGE, heterogeneous graphs, molecular property prediction, for geom

• torchdrug · Skill · 30,138 stars

  Graph-based drug discovery toolkit. Molecular property prediction (ADMET), protein modeling, knowledge graph reasoning, molecular generation, retrosynthesi

• torchforge-rl-training · Skill · 30,138 stars

  Provides guidance for PyTorch-native agentic RL using torchforge, Meta's library separating infra from algorithms. Use when you want clean RL abstractions,

• training-llms-megatron · Skill · 30,138 stars

  Trains large language models (2B-462B parameters) using NVIDIA Megatron-Core with advanced parallelism strategies. Use when training models >1B parameters,

• transcribe · Skill · 30,138 stars

  Transcribe audio files to text with optional diarization and known-speaker hints. Use when a user asks to transcribe speech from audio/video, extract text

• transformer-lens-interpretability · Skill · 30,138 stars

  Provides guidance for mechanistic interpretability research using TransformerLens to inspect and manipulate transformer internals via HookPoints and activa

• transformers · Skill · 30,138 stars

  This skill should be used when working with pre-trained transformer models for natural language processing, computer vision, audio, or multimodal tasks. Us

• treatment-plans · Skill · 30,138 stars

  Generate concise (3-4 page), focused medical treatment plans in LaTeX/PDF format for all clinical specialties. Supports general medical treatment, rehabili

• trigger-dev · Skill · 30,138 stars

  Trigger.dev expert for background jobs, AI workflows, and reliable async execution with excellent developer experience and TypeScript-first design. Use whe

• twilio-communications · Skill · 30,138 stars

  Build communication features with Twilio: SMS messaging, voice calls, WhatsApp Business API, and user verification (2FA). Covers the full spectrum from sim

• typescript-expert · Skill · 30,138 stars

  TypeScript and JavaScript expert with deep knowledge of type-level programming, performance optimization, monorepo management, migration strategies, and mo

• typescript-pro · Skill · 30,138 stars

  Master TypeScript with advanced types, generics, and strict type safety. Handles complex type systems, decorators, and enterprise-grade patterns.

• ui-design-system · Skill · 30,138 stars

  UI design system toolkit for Senior UI Designer including design token generation, component documentation, responsive design calculations, and developer h

• ui-ux-pro-max · Skill · 30,138 stars

  UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 9 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tail

• umap-learn · Skill · 30,138 stars

  UMAP dimensionality reduction. Fast nonlinear manifold learning for 2D/3D visualization, clustering preprocessing (HDBSCAN), supervised/parametric UMAP, fo

• uniprot-database · Skill · 30,138 stars

  Direct REST API access to UniProt. Protein searches, FASTA retrieval, ID mapping, Swiss-Prot/TrEMBL. For Python workflows with multiple databases, prefer b

• unsloth · Skill · 30,138 stars

  Expert guidance for fast fine-tuning with Unsloth - 2-5x faster training, 50-80% less memory, LoRA/QLoRA optimization

• upstash-qstash · Skill · 30,138 stars

  Upstash QStash expert for serverless message queues, scheduled jobs, and reliable HTTP-based task delivery without managing infrastructure. Use when: qstas

• using-git-worktrees · Skill · 30,138 stars

  Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with s

• using-neon · Skill · 30,138 stars

  Guides and best practices for working with Neon Serverless Postgres. Covers getting started, local development with Neon, choosing a connection method, Neo

• using-superpowers · Skill · 30,138 stars

  Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying quest

• using-superpowers · Skill · 30,138 stars

  Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying quest

• uspto-database · Skill · 30,138 stars

  Access USPTO APIs for patent/trademark searches, examination history (PEDS), assignments, citations, office actions, TSDR, for IP analysis and prior art se

• utilities · Collection · 30,138 stars
• ux-researcher-designer · Skill · 30,138 stars

  UX research and design toolkit for Senior UX Designer/Researcher including data-driven persona generation, journey mapping, usability testing frameworks, a

• vaex · Skill · 30,138 stars

  Use this skill for processing and analyzing large tabular datasets (billions of rows) that exceed available RAM. Vaex excels at out-of-core DataFrame opera

• venue-templates · Skill · 30,138 stars

  Access comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publication venues (Nature, Science, PLOS, IE

• vercel-deploy · Skill · 30,138 stars

  Deploy applications and websites to Vercel. Use when the user requests deployment actions like "deploy my app", "deploy and give me the link", "push this l

• vercel-deployment · Skill · 30,138 stars

  Expert knowledge for deploying to Vercel with Next.js Use when: vercel, deploy, deployment, hosting, production.

• vercel-react-best-practices · Skill · 30,138 stars

  React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next

• verification-before-completion · Skill · 30,138 stars

  Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming outp

• verl-rl-training · Skill · 30,138 stars

  Provides guidance for training LLMs with reinforcement learning using verl (Volcano Engine RL). Use when implementing RLHF, GRPO, PPO, or other RL algorith

• video · Collection · 30,138 stars
• video-downloader · Skill · 30,138 stars

  Downloads videos from YouTube and other platforms for offline viewing, editing, or archival. Handles various formats and quality options.

• viral-generator-builder · Skill · 30,138 stars

  Expert in building shareable generator tools that go viral - name generators, quiz makers, avatar creators, personality tests, and calculator tools. Covers

• voice-agents · Skill · 30,138 stars

  Voice agents represent the frontier of AI interaction - humans speaking naturally with AI systems. The challenge isn't just speech recognition and synthesi

• voice-ai-development · Skill · 30,138 stars

  Expert in building voice AI applications - from real-time voice agents to voice-enabled apps. Covers OpenAI Realtime API, Vapi for voice agents, Deepgram f

• vulnerability-scanner · Skill · 30,138 stars

  Advanced vulnerability analysis principles. OWASP 2025, Supply Chain Security, attack surface mapping, risk prioritization.

• web-artifacts-builder · Skill · 30,138 stars

  Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Us

• web-artifacts-builder · Skill · 30,138 stars

  Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Us

• web-data · Collection · 30,138 stars
• web-design-guidelines · Skill · 30,138 stars

  Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my

• web-development · Collection · 30,138 stars
• web-performance-optimization · Skill · 30,138 stars

  Optimize website and web application performance including loading speed, Core Web Vitals, bundle size, caching strategies, and runtime performance

• web-quality-audit · Skill · 30,138 stars

  Comprehensive web quality audit covering performance, accessibility, SEO, and best practices. Use when asked to "audit my site", "review web quality", "run

• web-security-testing · Skill · 30,138 stars

  Web application security testing workflow for OWASP Top 10 vulnerabilities including injection, XSS, authentication flaws, and access control issues.

• web-to-markdown · Skill · 30,138 stars

  Use ONLY when the user explicitly says: 'use the skill web-to-markdown ...' (or 'use a skill web-to-markdown ...'). Converts webpage URLs to clean Markdown

• webapp-testing · Skill · 30,138 stars

  Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturi

• webapp-testing · Skill · 30,138 stars

  Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturi

• weekly-ops-report · Skill · 30,138 stars

  Turn raw operational data into a weekly management report that answers exactly three questions - what changed, where is it concentrated, what needs a decis

• weights-and-biases · Skill · 30,138 stars

  Track ML experiments with automatic logging, visualize training in real-time, optimize hyperparameters with sweeps, and manage model registry with W&B - co

• whisper · Skill · 30,138 stars

  OpenAI's general-purpose speech recognition model. Supports 99 languages, transcription, translation to English, and language identification. Six model siz

• Windows Privilege Escalation · Skill · 30,138 stars

  This skill should be used when the user asks to "escalate privileges on Windows," "find Windows privesc vectors," "enumerate Windows for privilege escalati

• Wireshark Network Traffic Analysis · Skill · 30,138 stars

  This skill should be used when the user asks to "analyze network traffic with Wireshark", "capture packets for troubleshooting", "filter PCAP files", "foll

• WordPress Penetration Testing · Skill · 30,138 stars

  This skill should be used when the user asks to "pentest WordPress sites", "scan WordPress for vulnerabilities", "enumerate WordPress users, themes, or plu

• workflow-automation · Skill · 30,138 stars

  Workflow automation is the infrastructure that makes AI agents reliable. Without durable execution, a network hiccup during a 10-step payment flow means lo

• workflow-automation · Collection · 30,138 stars
• workorai · Skill · 30,138 stars

  WorkorAI talent marketplace skill: candidate job search and employer hiring with white-box match explanations via the WorkorAI MCP server (https://workorai

• worktree-guide · Skill · 30,138 stars

  Interactive guide for parallel development with Ghostty, git worktrees, and Lazygit. Use when setting up multi-task workflows or learning the worktree syst

• Writing Hookify Rules · Skill · 30,138 stars

  This skill should be used when the user asks to "create a hookify rule", "write a hook rule", "configure hookify", "add a hookify rule", or needs guidance

• writing-clearly-and-concisely · Skill · 30,138 stars

  Use when writing prose humans will read—documentation, commit messages, error messages, explanations, reports, or UI text. Applies Strunk's timeless rules

• writing-plans · Skill · 30,138 stars

  Use when you have a spec or requirements for a multi-step task, before touching code

• writing-plans · Skill · 30,138 stars

  Use when you have a spec or requirements for a multi-step task, before touching code

• writing-skills · Skill · 30,138 stars

  Use when creating new skills, editing existing skills, or verifying skills work before deployment

• writing-skills · Skill · 30,138 stars

  Use when creating new skills, editing existing skills, or verifying skills work before deployment

• x-twitter-scraper · Skill · 30,138 stars

  X API & Twitter scraper skill for AI coding agents. Builds integrations with the Xquik REST API, MCP server & webhooks: tweet search, user lookup, follower

• x-twitter-scraper · Skill · 30,138 stars

  Use when the user wants to integrate with the X (Twitter) API via Xquik to search tweets, look up user profiles, extract followers, run giveaway draws, mon

• xlsx · Skill · 30,138 stars

  Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existin

• xlsx · Skill · 30,138 stars

  Spreadsheet toolkit (.xlsx/.csv). Create/edit with formulas/formatting, analyze data, visualization, recalculate formulas, for spreadsheet processing and a

• xlsx-official · Skill · 30,138 stars

  Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existin

• yeet · Skill · 30,138 stars

  Use only when the user explicitly asks to stage, commit, push, and open a GitHub pull request in one flow using the GitHub CLI (`gh`).

• zapier-make-patterns · Skill · 30,138 stars

  No-code automation democratizes workflow building. Zapier and Make (formerly Integromat) let non-developers automate business processes without writing cod

• zapier-workflows · Skill · 30,138 stars

  Manage and trigger pre-built Zapier workflows and MCP tool orchestration. Use when user mentions workflows, Zaps, automations, daily digest, research, sear

• zarr-python · Skill · 30,138 stars

  Chunked N-D arrays for cloud storage. Compressed arrays, parallel I/O, S3/GCS integration, NumPy/Dask/Xarray compatible, for large-scale scientific computi

• zinc-database · Skill · 30,138 stars

  Access ZINC (230M+ purchasable compounds). Search by ZINC ID/SMILES, similarity searches, 3D-ready structures for docking, analog discovery, for virtual sc

• zod-validation-expert · Skill · 30,138 stars

  Expert in Zod — TypeScript-first schema validation. Covers parsing, custom errors, refinements, type inference, and integration with React Hook Form, Next.

• zustand-store-ts · Skill · 30,138 stars

  Create Zustand stores following established patterns with proper TypeScript types and middleware.

• open-banking-io · Skill

  Read bank account balances and transactions from EU/UK banks via the open-banking.io PSD2 API. Use when the user wants to check balances, list recent trans

• open-banking-io · Collection
• rote · Skill

  Compile a proven agent skill (a SKILL.md plus references) into a deterministic pipeline that runs without an LLM in the loop, then serve it back to Claude

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