Skills · category
AI & agents skills and plugins
Public Claude skills and plugins for ai & agents, each with Waxell's security verdict and the findings behind it.
- 9,580 reviewed
- 8,092 no issues
- 1,316 to review
- 130 high risk
1,451 resultsAI & agents
stable-diffusion-image-generationorchestra-researchState-of-the-art text-to-image generation with Stable Diffusion models via HuggingFace Diffusers. Use when generating images from text… Review findingsAI & agentsImages, video & audio14k- whisperorchestra-researchOpenAI's general-purpose speech recognition model. Supports 99 languages, transcription, translation to English, and language… Review findingsAI & agentsImages, video & audio14k
- knowledge-distillationorchestra-researchCompress large language models using knowledge distillation from teacher to student models. Use when deploying smaller models with… Review findingsAI & agentsResearch14k
- long-contextorchestra-researchExtend context windows of transformer models using RoPE, YaRN, ALiBi, and position interpolation techniques. Use when processing long… Review findingsAI & agentsResearch14k
- model-pruningorchestra-researchReduce LLM size and accelerate inference using pruning techniques like Wanda and SparseGPT. Use when compressing models without… Review findingsAI & agentsResearch14k
- moe-trainingorchestra-researchTrain Mixture of Experts (MoE) models using DeepSpeed or HuggingFace. Use when training large-scale models with limited compute (5× cost… Review findingsAI & agentsResearch14k
- speculative-decodingorchestra-researchAccelerate LLM inference using speculative decoding, Medusa multiple heads, and lookahead decoding techniques. Use when optimizing… Review findingsAI & agentsResearch14k
- ml-paper-writingorchestra-researchWrite publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, structuring… Review findingsAI & agentsResearch14k
- brainstorming-research-ideasorchestra-researchGuides researchers through structured ideation frameworks to discover high-impact research directions. Use when exploring new problem… No issuesAI & agentsResearch14k
- creative-thinking-for-researchorchestra-researchApplies cognitive science frameworks for creative thinking to CS and AI research ideation. Use when seeking genuinely novel research… No issuesAI & agentsResearch14k
- ara-compilerorchestra-researchCompiles any research input: PDF papers, GitHub repositories, experiment logs, code directories, or raw notes, into a complete… No issuesAI & agentsEngineering14k
- ara-rigor-reviewerorchestra-researchPerforms ARA Seal Level 2 semantic epistemic review on Agent-Native Research Artifacts, scoring six dimensions (evidence relevance,… No issuesAI & agentsResearch14k
buddy-singsminimax-aiUse when user wants their Claude Code pet (/buddy) to sing a song. Triggers on any request that combines the concept of their Claude Code… Review findingsAI & agentsEngineering14k
gpt-image-2conardli面向 GPT Image 2 的图像生成 / 编辑技能。可在 3 种环境下使用：(A) Garden 本地模式，通过 OpenAI 兼容接口直接出图并落盘；(B) Host-Native 模式，把本 Skill 当作提示词工程指引，把渲染好的 prompt 交给宿主… No issuesAI & agentsImages, video & audio14k
angular-architectjeffallanGenerates Angular 17+ standalone components, configures advanced routing with lazy loading and guards, implements NgRx state management,… No issuesAI & agentsEngineering12k- architecture-designerjeffallanUse when designing new high-level system architecture, reviewing existing designs, or making architectural decisions. Invoke to create… No issuesAI & agentsDesign12k
- cli-developerjeffallanUse when building CLI tools, implementing argument parsing, or adding interactive prompts. Invoke for parsing flags and subcommands,… Review findingsAI & agentsEngineering12k
- cpp-projeffallanWrites, optimizes, and debugs C++ applications using modern C++20/23 features, template metaprogramming, and high-performance systems… Review findingsAI & agentsEngineering12k
- django-storages-s3jeffallanUse when configuring Django to store static and media files on AWS S3 with django-storages. Invoke when working with the STORAGES setting,… Review findingsAI & agentsLegal & compliance12k
- dotnet-core-expertjeffallanUse when building .NET 8 applications with minimal APIs, clean architecture, or cloud-native microservices. Invoke for Entity Framework… No issuesAI & agentsEngineering12k
- embedded-systemsjeffallanUse when developing firmware for microcontrollers, implementing RTOS applications, or optimizing power consumption. Invoke for STM32,… No issuesAI & agentsEngineering12k
- feature-forgejeffallanConducts structured requirements workshops to produce feature specifications, user stories, EARS-format functional requirements,… No issuesAI & agentsWriting & content12k
- flutter-expertjeffallanUse when building cross-platform applications with Flutter 3+ and Dart. Invoke for widget development, Riverpod/Bloc state management,… No issuesAI & agents12k
- game-developerjeffallanUse when building game systems, implementing Unity/Unreal Engine features, or optimizing game performance. Invoke to implement ECS… No issuesAI & agentsEngineering12k
- golang-projeffallanImplements concurrent Go patterns using goroutines and channels, designs and builds microservices with gRPC or REST, optimizes Go… Review findingsAI & agentsEngineering12k
- graphql-architectjeffallanUse when designing GraphQL schemas, implementing Apollo Federation, or building real-time subscriptions. Invoke for schema design,… No issuesAI & agentsData & analytics12k
- javascript-projeffallanWrites, debugs, and refactors JavaScript code using modern ES2023+ features, async/await patterns, ESM module systems, and Node.js APIs.… No issuesAI & agentsEngineering12k
- legacy-modernizerjeffallanDesigns incremental migration strategies, identifies service boundaries, produces dependency maps and migration roadmaps, and generates… Review findingsAI & agentsDesign12k
- mcp-developerjeffallanUse when building, debugging, or extending MCP servers or clients that connect AI systems with external tools and data sources. Invoke to… Review findingsAI & agentsEngineering12k
- microservices-architectjeffallanDesigns distributed system architectures, decomposes monoliths into bounded-context services, recommends communication patterns, and… No issuesAI & agentsDesign12k
- nextjs-developerjeffallanUse when building Next.js 14+ applications with App Router, server components, or server actions. Invoke to configure route handlers,… Review findingsAI & agentsEngineering12k
- pandas-projeffallanPerforms pandas DataFrame operations for data analysis, manipulation, and transformation. Use when working with pandas DataFrames, data… No issuesAI & agentsData & analytics12k
- php-projeffallanUse when building PHP applications with modern PHP 8.3+ features, Laravel, or Symfony frameworks. Invokes strict typing, PHPStan level 9,… No issuesAI & agentsEngineering12k
- postgres-projeffallanUse when optimizing PostgreSQL queries, configuring replication, or implementing advanced database features. Invoke for EXPLAIN analysis,… No issuesAI & agentsData & analytics12k
- python-projeffallanUse when building Python 3.11+ applications requiring type safety, async programming, or robust error handling. Generates type-annotated… Review findingsAI & agentsEngineering12k
- swift-expertjeffallanBuilds iOS/macOS/watchOS/tvOS applications, implements SwiftUI views and state management, designs protocol-oriented architectures,… No issuesAI & agentsEngineering12k
- terraform-engineerjeffallanUse when implementing infrastructure as code with Terraform across AWS, Azure, or GCP. Invoke for module development (create reusable… Review findingsAI & agentsEngineering12k
- the-fooljeffallanUse when challenging ideas, plans, decisions, or proposals using structured critical reasoning. Invoke to play devil's advocate, run a… No issuesAI & agents12k
- typescript-projeffallanImplements advanced TypeScript type systems, creates custom type guards, utility types, and branded types, and configures tRPC for… No issuesAI & agentsEngineering12k
- vue-expert-jsjeffallanCreates Vue 3 components, builds vanilla JS composables, configures Vite projects, and sets up routing and state management using… No issuesAI & agentsEngineering12k
- websocket-engineerjeffallanUse when building real-time communication systems with WebSockets or Socket.IO. Invoke for bidirectional messaging, horizontal scaling… No issuesAI & agents12k
purchasingmcp-useCreate approved purchase orders with the create-purchase-order tool No issuesAI & agentsEngineering11k- refundsmcp-useCheck refund eligibility and use the refund-order tool safely No issuesAI & agentsEngineering11k
- chatgpt-app-buildermcp-useBuild, modify, debug, migrate, review, or verify TypeScript MCP servers and MCP Apps with mcp-use. Use for tools, resources, prompts,… No issuesAI & agentsEngineering11k
- mcp-apps-buildermcp-useBuild, modify, debug, migrate, review, or verify TypeScript MCP servers and MCP Apps with mcp-use. Use for tools, resources, prompts,… No issuesAI & agentsEngineering11k
- mcp-buildermcp-useBuild, modify, debug, migrate, review, or verify TypeScript MCP servers and MCP Apps with mcp-use. Use for tools, resources, prompts,… No issuesAI & agentsEngineering11k
- openapi-to-mcpmcp-useBuild and deploy an MCP server from an OpenAPI / Swagger spec using the mcp-use TypeScript SDK. Use this skill whenever the user wants to… Review findingsAI & agentsEngineering11k
ml-kit-genai-prompt-apiandroidAnalyzes Android codebases to implement ML Kit GenAI Prompt API. Use this skill to send natural language requests on-device to Gemini… No issuesAI & agentsEngineering10k
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SOC 2 Type II attested · ISO/IEC 27001:2022 certified · HIPAA with a BAA · aligned to the EU AI Act and NIST AI RMF