AI & Machine Learning Bundle | Prompeteer.ai

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

Included Skills (86)

  1. Mask2Former Segmentation Trainer — This tool enables developers to train, evaluate, and deploy high-quality universal image segmentation models using the NVIDIA TAO Mask2Former framework.
  2. SegFormer Training Assistant — This tool assists developers in training, evaluating, and deploying efficient, real-time semantic segmentation models using the NVIDIA TAO SegFormer architecture.
  3. Grounded Segmentation Trainer — This tool enables developers to train and deploy Mask Grounding DINO models for open-vocabulary instance segmentation using text-based prompts.
  4. NeMo Recipe Developer — This tool assists developers in creating and refining NeMo AutoModel training and evaluation recipes through structured YAML configuration and validation.
  5. 3D Panoptic Reconstruction — This tool enables developers to train and deploy NVPanoptix3D models for high-fidelity 3D scene segmentation and occupancy completion from posed RGB images.
  6. Sparse4D Perception Trainer — This tool enables developers to train, evaluate, and deploy Sparse4D models for high-performance multi-camera temporal 3D object detection and tracking tasks.
  7. Visual ChangeNet Inspector — This tool enables automated PCB defect detection and visual inspection by performing binary classification and pixel-level segmentation on image pairs for quality control.
  8. RT-DETR Training Assistant — This tool enables developers to train, distill, quantize, and deploy high-performance RT-DETR object detection models using the NVIDIA TAO Toolkit framework.
  9. Brev GPU Orchestrator — This tool enables developers to manage NVIDIA TAO training and inference workloads by automating GPU instance deployment and job execution via the Brev CLI.
  10. Megatron Resiliency Manager — This tool enables and manages fault tolerance, straggler detection, and automatic restart features to ensure stable training for Megatron Bridge users.
  11. Plugin Configuration Manager — Manages user-configurable plugin settings stored in `.claude/plugin-name.local.md` files, enabling per-project customization for Claude plugins.
  12. Hookify Rule Creator — This skill helps users create and configure Hookify rules for pattern matching and message display within the agent's workflow.
  13. Hookify Rule Writer — This skill helps users create and configure Hookify rules for customizing agent behavior based on defined patterns and events.
  14. MCP Server Integration — This skill guides users in integrating Model Context Protocol (MCP) servers into Claude Code plugins for seamless external tool and service integration.
  15. MCP Server Integration — This skill guides users in integrating Model Context Protocol (MCP) servers into Claude Code plugins for seamless external service integration.
  16. Plugin Configuration Manager — This skill helps users manage and understand plugin settings stored in `.claude/plugin-name.local.md` files for configurable plugin behavior.
  17. Person Re-Identification Trainer — This tool enables developers to train and evaluate person re-identification models for matching individuals across multiple camera views using metric learning.
  18. Olympiad Math Solver — Solves challenging competition math problems (IMO, Putnam, USAMO, AIME) using adversarial verification to catch errors and provide calibrated confidence.
  19. Gemini Enterprise Integration — This skill assists developers in implementing Google's Gemini API within the Agent Platform, covering SDK usage, multimodal capabilities, and advanced enterprise features.
  20. NeMo Distributed Trainer — This guide assists developers in configuring and optimizing distributed training strategies within NeMo AutoModel to ensure efficient multi-GPU and multi-node model performance.
  21. Agent Development Assistant — Provides guidance and best practices for developing agents, including structure, system prompts, and triggering conditions, specifically for Claude Code plugins.
  22. MCP Server Builder — This skill guides developers in designing and building MCP servers for seamless integration with Claude, ensuring correct deployment and tool design.
  23. Grounding DINO Trainer — This tool enables developers to train and deploy language-guided object detection models using text prompts for flexible, open-vocabulary computer vision tasks.
  24. Deformable DETR Trainer — This skill assists developers in training, evaluating, and deploying efficient Deformable DETR object detection models using the NVIDIA TAO toolkit.
  25. OCDNet Text Detector — This tool enables developers to train, evaluate, and deploy OCDNet models for detecting arbitrary-oriented text regions within complex natural images.
  26. Cosmos Video Trainer — This tool enables supervised fine-tuning and evaluation of Cosmos3-Nano video reasoning models using FSDP parallelism for AI researchers and developers.
  27. TAO Execution SDK — This SDK enables developers to manage, monitor, and scale NVIDIA TAO GPU training jobs across diverse cloud and local computing platforms.
  28. MCP Server Builder — This skill guides developers in building high-quality MCP servers, enabling LLMs to interact with external services effectively through well-designed tools.
  29. Agent Creation Assistant — Assists users in creating, structuring, and optimizing autonomous agents for Claude Code plugins by providing guidance on design and best practices.
  30. Synthetic CT Generator — This tool generates synthetic CT volumes and masks for medical imaging researchers using the NV-Generate-CTMR rflow-ct framework for rapid prototyping.
  31. cuTile Kernel Assistant — This expert assistant helps developers write, debug, and optimize high-performance GPU kernels using the cuTile programming model for NVIDIA hardware.
  32. RTVI-CV Deployment Manager — This skill enables developers to deploy, operate, and debug the RTVI-CV 2D detection and tracking microservice via its REST API.
  33. Gemini Agent Manager — This tool enables developers to programmatically provision, configure, and manage stateful Gemini Enterprise Agent resources, including custom skills, tools, and sandboxed files.
  34. Gemini Interactions Expert — Provides developers with essential guidance for implementing stateful, multi-turn conversational workflows using the Gemini Interactions API on the Enterprise Agent Platform.
  35. Plugin Structure Guide — This skill guides users in creating, organizing, and understanding Claude Code plugins, covering structure, configuration, and component management for seamless integration.
  36. Optimization Formulation Guide — This guide assists developers in translating complex problem descriptions into structured LP, MILP, and QP mathematical formulations for efficient numerical optimization.
  37. Command Development — 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 command frontmatter", "organize commands", "create command with file references", "interactive command", "use AskUserQuestion in command", or needs guidance on slash command structure, YAML frontmatter fields, dynamic arguments, bash execution in commands, user interaction patterns, or command development best practices for Claude Code.
  38. Claude Hook Development — This skill helps developers create and implement Claude Code plugin hooks for event-driven automation, validation, and workflow integration.
  39. Skill Development Guide — This skill guides users in creating, improving, and organizing skills for Claude Code plugins, ensuring effective and modular agent capabilities.
  40. Claude Hook Development — This skill guides developers in creating and implementing Claude Code plugin hooks for event-driven automation and workflow customization.
  41. SLURM Cluster Executor — This tool enables AI agents to execute TAO training and inference jobs on remote SLURM GPU clusters using SSH, Pyxis, and Enroot containers.
  42. Megatron Testing Framework — This tool assists developers in managing unit and functional tests, configuring recipe YAML files, and maintaining golden values for the Megatron-LM ecosystem.
  43. NeMo Job Launcher — This tool helps developers configure NeMo AutoModel job submissions for interactive environments, Slurm HPC clusters, and SkyPilot cloud-based execution platforms.
  44. NeMo Model Onboarding — This skill provides developers with a structured workflow for integrating and validating new model architectures within the NeMo AutoModel framework.
  45. Jetson Clock Customizer — This tool enables developers to configure Jetson CPU, GPU, and EMC clock behaviors by modifying pre-flash system files for optimized hardware performance.
  46. Claude Plugin Scaffolding — This skill assists users in creating, understanding, and organizing Claude Code plugins by providing guidance on structure and configuration.
  47. TAO Docker Executor — This tool enables developers to execute TAO SDK jobs within local or remote Docker containers utilizing NVIDIA GPU acceleration for efficient model training.
  48. HSB FPGA Flasher — This tool enables developers to safely flash FPGA firmware on HSB Lattice boards and Leopard Imaging VB1940 cameras connected to NVIDIA devkits.
  49. Holoscan Bridge Setup — This tool automates the end-to-end deployment, container configuration, and connectivity verification of the NVIDIA Holoscan Sensor Bridge for developers and engineers.
  50. Skill Creation Assistant — This skill guides users in creating, improving, and organizing skills for Claude Code plugins, ensuring effective skill development.
  51. Lepton GPU Orchestrator — This tool enables developers to manage, dispatch, and monitor TAO container workloads on DGX Cloud Lepton GPU infrastructure without manual cluster configuration.
  52. Skill Creation Tool — Empower users to create, refine, and evaluate AI skills, ensuring optimal performance and triggering accuracy through iterative development and testing.
  53. Skill Creation Tool — Facilitates the creation, modification, and performance measurement of AI skills, assisting developers in building and optimizing effective tools.
  54. DALI Dynamic Assistant — This assistant helps developers write, review, and migrate deep learning data pipelines using the NVIDIA DALI imperative dynamic-mode API for GPU processing.
  55. Video Summarization Assistant — This tool generates concise, timestamped narrative summaries of recorded video clips for users requiring automated analysis via the LVS microservice or VLM fallback.
  56. Jetson Flash Utility — This tool automates flashing promoted BSP images onto Jetson devices in recovery mode, assisting engineers with reliable deployment of validated firmware artifacts.
  57. Video Calibration Automator — This tool executes AutoMagicCalib on various video inputs and manages microservice deployment to assist engineers in streamlining video search and summarization workflows.
  58. Megatron Recipe Recommender — This tool helps developers select and customize optimal Megatron Bridge training configurations based on model specifications, hardware constraints, and specific training objectives.
  59. GPU Memory Optimizer — This tool helps machine learning engineers resolve GPU out-of-memory errors and optimize peak memory usage in Megatron Bridge training environments.
  60. Universal Segmentation Trainer — This tool enables developers to train, evaluate, and deploy OneFormer models for unified panoptic, instance, and semantic image segmentation tasks using TAO.
  61. Slack Gif Creator — Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like "make me a GIF of X doing Y for Slack.
  62. CUDA Graph Optimizer — This tool helps developers optimize training performance by configuring and validating CUDA graph capture implementations within Megatron Bridge for various model architectures.
  63. TAO AutoML Optimizer — Automates hyperparameter optimization for NVIDIA TAO models using advanced search algorithms to streamline training workflows and improve model performance for developers.
  64. TAO Image Classifier — This tool enables developers to train, distill, and quantize PyTorch-based image classification models using NVIDIA TAO for optimized deployment.
  65. NVDINOv2 Training Assistant — This tool enables developers to train vision transformers using self-supervised distillation to generate high-quality, general-purpose visual features for computer vision models.
  66. Task Decomposition Planner — This tool helps developers decompose complex projects into structured, verifiable tasks to improve implementation reliability and streamline workflow management for large-scale coding initiatives.
  67. PPTX File Handler — This skill handles .pptx files for creating, reading, editing, and manipulating presentations, slide decks, and their content for various user needs.
  68. BEVFusion Training Assistant — This tool assists autonomous driving engineers in training, evaluating, and running inference for multi-sensor 3D object detection models using NVIDIA TAO.
  69. Monocular Depth Estimator — This tool enables developers to train, evaluate, and deploy monocular depth models using the TAO Depth Anything v2 architecture for precise per-pixel depth estimation.
  70. OCRNet Training Assistant — This tool enables developers to train, evaluate, and deploy NVIDIA TAO OCRNet models for accurate scene text recognition using CTC or attention-based decoders.
  71. LiDAR Detection Trainer — This tool enables developers to train, evaluate, and deploy PointPillars 3D object detection models for autonomous driving and robotics applications using NVIDIA TAO.
  72. Skeleton Action Classifier — This tool enables developers to train, evaluate, and run inference on ST-GCN models for classifying skeleton sequences into specific action categories.
  73. Agent Platform Deployer — This tool enables developers to manage, deploy, and clean up open or custom models on Agent Platform endpoints for efficient resource lifecycle management.
  74. Code Quality Auditor — Performs comprehensive multi-dimensional code reviews to ensure correctness, security, and maintainability for developers and AI agents before merging changes.
  75. ADR Workflow Manager — This skill creates and maintains Architecture Decision Records (ADRs), optimized for agentic coding workflows, to guide development decisions.
  76. OpenCLI Adapter Repair — This tool helps developers automatically diagnose and patch broken OpenCLI adapters by analyzing failure traces, applying targeted code fixes, and verifying successful command execution.
  77. Harness Package Generator — This guide assists developers in creating new AI SDK harness packages to adapt coding-agent runtimes to the HarnessV1 specification.
  78. VCN Gap Analyzer — This tool identifies weak classification samples for NVIDIA TAO VCN experiments to help engineers optimize decision thresholds and target data for augmentation.
  79. Code Refactoring Assistant — This tool helps developers improve code readability and maintainability by reducing unnecessary complexity while ensuring that existing functionality remains completely unchanged.
  80. Architectural Decision Recorder — This tool helps developers and AI agents capture critical technical context and architectural reasoning to ensure long-term codebase maintainability and clarity.
  81. TAO Kubernetes Executor — This tool enables developers to deploy and manage NVIDIA TAO container jobs as scalable Kubernetes workloads with automated GPU resource scheduling.
  82. MCP App Builder — This skill helps developers build interactive UI widgets and MCP apps that render components inline within chat surfaces.
  83. Electron App Automator — Automate interactions with Electron desktop applications like VS Code and Slack using the Chrome DevTools Protocol via agent-browser.
  84. Context Engineering Assistant — Optimizes AI agent performance by curating project-specific rules, documentation, and source files to ensure high-quality, relevant, and accurate coding outputs.
  85. Systematic Debugging Assistant — Provides a structured triage process to help developers identify, isolate, and resolve root causes for software errors, test failures, and build issues.
  86. Legacy Migration Strategist — Assists engineering teams in systematically sunsetting obsolete code, managing complex system migrations, and reducing technical debt to improve long-term software maintainability.