AI & Machine Learning Bundle | Prompeteer.ai

Prompt engineering, LLM integration, agent design, model fine-tuning, and AI workflow skills for ML practitioners.

Included Skills (90)

  1. Claude API — Build, debug, and optimize Claude API / Anthropic SDK apps. Apps built with this skill should include prompt caching. TRIGGER when: code imports anthropic/@anthropic-ai/sdk; user asks to use the Claude API, Anthropic SDKs, or Managed Agents (/v1/agents, /v1/sessions, /v1/environments). DO NOT TRIGGER when: code imports `openai`/other AI SDK, general programming, or ML/data-science tasks.
  2. advanced-evaluation — This skill should be used when the user asks to "implement LLM-as-judge", "compare model outputs", "create evaluation rubrics", "mitigate evaluation bias", or mentions direct scoring, pairwise comparison, position bias, evaluation pipelines, or automated quality assessment.
  3. AI Engineering Workflows — This skill offers six structured AI engineering workflows, such as prompt evaluation and security audits, for AI engineers building reliable AI systems.
  4. Autonomous Agent Builder — Builds autonomous AI agents proficient in tool use, memory, planning, and multi-agent orchestration for robust AI systems.
  5. ActiveCampaign Task Automation — Automate ActiveCampaign CRM tasks like contact management and automation enrollment, streamlining workflows for marketing and sales professionals.
  6. Autonomous Agent Builder — Constructs autonomous AI agents proficient in tool use, memory, planning, and multi-agent orchestration for building robust AI systems.
  7. Airtable Workflow Automation — Automate Airtable tasks like record and schema management using Rube MCP, streamlining workflows for Airtable users.
  8. AI Workflow Orchestrator — This skill orchestrates AI/ML workflows, assisting developers in building LLM applications, RAG systems, and AI-powered features.
  9. AI Workflow Orchestrator — This skill orchestrates AI/ML workflows, assisting developers in building LLM applications, RAG systems, and AI-powered features.
  10. AI Quality Gates — Automate AI agent and LLM evaluations in CI/CD pipelines, ensuring quality and preventing regressions before deployment, benefiting developers and QA teams.
  11. Azure OpenAI Service — Deploy OpenAI models like GPT-4o on Azure with enterprise compliance, data residency, and Azure-native authentication for enhanced security.
  12. AI Interface Builder — Build AI chat interfaces with pre-built, customizable components for conversations, messages, and tool displays, streamlining AI application development.
  13. Airtable Workflow Automation — Automate Airtable tasks like record and schema management, streamlining data workflows for users needing efficient Airtable operations.
  14. Interactive Playground Generator — Generates interactive HTML playgrounds with controls, live previews, and prompt outputs, enabling users to visually explore and configure various topics.
  15. AI Application Builder — This skill helps engineers build and deploy production-ready LLM applications, RAG systems, and intelligent agents with enterprise integrations.
  16. Claude AI Integration — Enables developers to integrate Claude AI into applications for text generation, tool use, and complex reasoning via the Anthropic SDK.
  17. AI Application Builder — This skill assists engineers in constructing robust LLM applications, RAG systems, and intelligent agents for production environments.
  18. Skill Orchestration Engine — This meta-skill intelligently selects and combines skills to solve complex tasks, leveraging agent memory to optimize skill selection.
  19. Agent Memory Architectures — This skill helps AI agents by providing architectures for short-term, long-term, and cognitive memory systems to improve interaction.
  20. Azure OpenAI Integration — This .NET SDK allows developers to easily integrate Azure OpenAI's advanced AI models into their .NET applications.
  21. Asana Workflow Automation — Automate Asana tasks, projects, and more using Rube MCP, streamlining workflows for Asana users.
  22. Agent Discovery Tool — This skill helps users discover and research autonomous AI agents, tools, and ecosystems using the AgentFolio directory.
  23. AI Product Engineer — This skill guides developers in building reliable, scalable AI products using proven LLM integration, RAG, and prompt engineering techniques.
  24. Azure OpenAI Toolkit — This .NET SDK enables developers to integrate Azure OpenAI services like chat, embeddings, and image generation into their applications.
  25. Agent Discovery Tool — This skill helps users discover and research autonomous AI agents, tools, and ecosystems using the AgentFolio directory.
  26. Asana Workflow Automation — Automate Asana tasks, projects, and workflows using Rube MCP, helping project managers and teams streamline their work.
  27. AI Guardrails — Implement safety guardrails for AI systems — content filtering, prompt injection detection, output validation, bias mitigation, and responsible AI practices.
  28. Agent Factory — Claude Code agent generation system that creates custom agents and sub-agents with enhanced YAML frontmatter, tool access patterns, and MCP integration support following proven production patterns
  29. Claude AI Integration — Integrate Claude AI into applications using the Anthropic SDK for text generation, analysis, and complex reasoning tasks.
  30. Vercel AI SDK Expert — This skill assists developers in using the Vercel AI SDK to integrate LLMs into their JavaScript applications.
  31. AWS Bedrock Interface — Deploys and manages foundation models on AWS Bedrock, enabling developers to leverage enterprise-grade AI with compliance and security.
  32. Design Brainstorming Assistant — Refines user ideas into detailed designs through collaborative dialogue, ensuring clear specifications and preventing wasted implementation effort.
  33. Skill Orchestration Engine — This meta-skill intelligently selects and combines skills to solve complex tasks, optimizing agent performance and resource utilization.
  34. Vercel AI Integration — Helps developers integrate LLMs and AI features into their web applications using the Vercel AI SDK.
  35. Skill Factory — Generates cross-platform agent skills from user workflow descriptions, automating repetitive tasks and creating custom agent functionalities for developers.
  36. Crawl4AI Data Extractor — This skill helps developers extract clean, structured data from websites using Crawl4AI for LLM training and content analysis.
  37. Opus Migration Assistant — Migrates code and prompts from older Claude models to Opus 4.5, updating model strings and adjusting for behavioral differences.
  38. Hookify Rule Generator — This skill helps users create and configure Hookify rules for pattern matching and message display within the agent.
  39. Hookify Rule Creator — This skill assists users in creating and configuring Hookify rules by providing guidance on syntax, patterns, and available options.
  40. Full-Stack App Builder — This skill builds full-stack applications from natural language by determining project type, selecting tech stack, and coordinating specialized agents.
  41. AI Product Architect — This skill guides developers in constructing reliable, scalable AI products using proven LLM integration and prompt engineering techniques.
  42. agent-memory-systems — Memory is the cornerstone of intelligent agents. Without it, every
  43. Persistent Claude Memory — This skill adds persistent memory to Claude Code, enabling continuity across sessions and aiding in building agents with lasting project context.
  44. Skill Discovery Tool — Helps users discover and install agent skills to extend capabilities and automate tasks within the agent ecosystem.
  45. Claude Code — Build software with Claude Code, the AI-powered CLI coding agent. Use when a user asks to set up Claude Code, configure CLAUDE.md project files, use slash commands, manage permissions, create hooks, or optimize agentic coding workflows. compatibili
  46. Workers AI Expert — Assists developers using Cloudflare Workers AI to run AI models at the edge without managing GPU infrastructure.
  47. CrewAI Agent Orchestrator — This skill helps developers leverage CrewAI to define and orchestrate autonomous AI agents into collaborative crews for complex tasks.
  48. MCP Server Integration — Integrates Model Context Protocol (MCP) servers into Claude Code plugins, enabling external tool and service integration for enhanced functionality.
  49. Session Usage Reporter — Generates an HTML report detailing Claude Code session usage, including tokens, cache, and skill breakdowns, for project analysis.
  50. Design Amplifier Skill — This skill enhances bland designs, making them visually interesting and impactful while maintaining usability for users seeking more character.
  51. Code Compliance Verifier — This skill assists developers and regulatory teams by verifying codebases against specified compliance standards and regulations.
  52. iMessage Access Control — Manages iMessage channel access by approving pairings, editing allowlists, and setting DM/group policies for users in their terminal.
  53. Telegram Access Control — This skill manages Telegram channel access by handling pairings, allowlists, and policies to control user and group permissions.
  54. Multi-Agent Optimizer — This skill optimizes multi-agent systems through profiling, workload distribution, and cost-aware orchestration, benefiting developers and system administrators.
  55. Azure AI Foundry SDK — This .NET SDK streamlines Azure AI Foundry project management for developers, simplifying agent, connection, and dataset interactions.
  56. Prompt Generation Powerhouse — This skill generates production-ready prompts across diverse domains using an intelligent flow, helping users create effective AI instructions.
  57. iMessage Access Control — Manages iMessage channel access by approving pairings, editing allowlists, and setting DM/group policies for authorized users in the terminal.
  58. Telegram Access Control — This skill manages Telegram channel access by approving pairings, editing allowlists, and setting policies for authorized users via terminal commands.
  59. Mega Prompt Generator — This skill generates production-ready prompts across diverse domains using an intelligent question flow and comprehensive presets, assisting users in creating effective AI instructions.
  60. Agent Evaluation Tool — This skill tests and benchmarks LLM agents, providing capability assessment and reliability metrics for developers and researchers.
  61. Usage Report Generator — Generates an HTML report detailing Claude Code usage, enabling users to analyze token consumption and identify areas for optimization.
  62. Continue Configuration Expert — Assists developers in configuring Continue, the open-source AI code assistant, with various LLMs and custom settings for enhanced coding workflows.
  63. AI Observability Expert — Assists developers in monitoring LLM applications using Arize and Phoenix for tracing, evaluation, and production monitoring at scale.
  64. ChromaDB Vector Database — Assists users with storing, searching, and managing vector embeddings using ChromaDB for RAG pipelines, semantic search, and recommendation systems.
  65. Azure ML Automation — Automates Azure Machine Learning tasks, such as managing workspaces, jobs, and models, for data scientists and ML engineers.
  66. AI Search Optimizer — Optimizes content for AI search and LLM citations, enhancing visibility in AI-generated answers for content creators.
  67. Model ID Updater — This skill adds new or removes obsolete AI SDK provider model IDs, streamlining SDK maintenance for developers.
  68. Agentic Action Auditor — This skill audits GitHub Actions workflows for security vulnerabilities in AI agent integrations, helping developers secure their CI/CD pipelines.
  69. AI Search Optimizer — Optimizes content for AI search and LLM citations, enhancing visibility across AI-powered platforms for content creators and marketers.
  70. Azure ML SDK — Provides tools to manage Azure Machine Learning resources, including workspaces, jobs, and models, benefiting ML engineers and data scientists.
  71. Arize AI Manager — Manages Arize AI Observability and Evaluation resources on Azure, streamlining integration for .NET developers using the .NET SDK.
  72. Vercel AI Toolkit — This skill assists developers in building AI-powered applications using the Vercel AI SDK and TypeScript.
  73. Actions Security Auditor — This skill audits GitHub Actions workflows for security vulnerabilities in AI agent integrations, assisting developers in securing their CI/CD pipelines.
  74. React Artifact Generator — This skill creates complex, interactive HTML artifacts for Claude using React, Tailwind CSS, and shadcn/ui, aiding developers building advanced UIs.
  75. Slack GIF Generator — This skill helps users create animated GIFs optimized for Slack, providing tools for validation, animation, and adherence to Slack's requirements.
  76. Architectural Design Validator — This skill helps AI agents generate and validate 3D/2D architectural models by referencing authoritative dimensional standards and building codes.
  77. DALL-E Image Generator — Generate and edit images from text prompts using OpenAI's DALL-E 3 API, assisting content creators and developers.
  78. Agent Creation Assistant — This skill assists users in creating, modifying, and understanding agents for Claude Code plugins, including structure, prompts, and best practices.
  79. Context7 Command Line — This skill uses the ctx7 CLI to fetch documentation, manage skills, and configure Context7 MCP for AI coding agents.
  80. React Artifact Creator — Facilitates building complex Claude artifacts using React, Tailwind CSS, and shadcn/ui, streamlining development for applications needing advanced features.
  81. Architectural Design Standards — Provides architectural dimensions and building codes for AI agents generating or validating 3D/2D models, ensuring human-scale proportions and code compliance.
  82. Security Audit Agent — This skill performs comprehensive security audits, threat modeling, and hardening for software and infrastructure projects, aiding security professionals.
  83. Avalonia UI Layouts — Provides guidelines for modern Avalonia UI layouts using Zafiro.Avalonia, focusing on shared styles and reusable components for developers.
  84. Hookify Rule Creator — This skill assists users in creating and configuring Hookify rules by providing guidance on syntax and patterns for various events.
  85. Context7 CLI Tool — Manages AI coding skills, fetches library documentation, and configures Context7 MCP for AI coding agents and development environments.
  86. Security Audit Agent — This skill conducts security audits, threat modeling, and provides hardening recommendations for software and infrastructure projects, aiding security professionals.
  87. Agent Docs Generator — This skill generates and maintains concise agent documentation (AGENTS.md) based on project conventions, helping developers streamline agent interactions.
  88. Avalonia Layout Guidelines — Provides guidance on modern Avalonia UI layout using Zafiro.Avalonia, focusing on shared styles and reusable components for Avalonia developers.
  89. Regulatory Compliance Assistant — This skill helps software engineers ensure their code adheres to regulatory standards and quality guidelines through automated analysis and suggestions.
  90. Growth Strategy Analyzer — This skill analyzes customer success strategies and provides data-driven recommendations to improve customer retention and business growth.