generation▌

Schema-driven generation primitives for images, videos, and audio.

Self-Evolving Skill: This skill improves through use. If instructions are wrong, parameters drifted, or a workaround was needed — fix this file immediately, don't defer. Only update for real, reproducible issues.

Generate images with 50+ AI models including FLUX, Gemini, Grok, and Seedream via inference.sh CLI. \n \n Supports text-to-image, image-to-image, inpainting, LoRA customization, image editing, upscaling, and text rendering across multiple model families \n Models range from ultra-fast budget options (FLUX Klein at $0.0001/image) to high-fidelity 4K outputs (Seedream 4.5, ImagineArt 1.5 Pro) \n Includes Google Gemini, xAI Grok, ByteDance Seedream, and Pruna P-Image variants with configurable aspe

Generate music and songs via three AI models through the inference.sh CLI. \n \n Three models available: ElevenLabs Music (up to 10 min with commercial license), Diffrythm (fast generation), and Tencent Song Generation (full songs with vocals) \n Supports text-to-music, instrumental tracks, lyrics-to-song, and soundtrack creation via simple CLI commands \n Prompt-based generation using genre, mood, instrument, and structure keywords for precise control \n Ideal for social media content, podcasts

Generate, maintain, and validate OpenAPI 3.1 specifications for RESTful APIs. \n \n Supports design-first, code-first, and hybrid approaches with templates for complete specs, FastAPI/Python generation, and TypeScript/Express decorators \n Includes reusable components for schemas, parameters, responses, and security schemes to minimize duplication across endpoints \n Provides Spectral and Redocly validation rules to enforce naming conventions, security requirements, and documentation standards \

Text-to-image generation and image transformation with Stable Diffusion models via HuggingFace Diffusers. \n \n Supports multiple generation modes: text-to-image, image-to-image translation, inpainting, outpainting, and ControlNet spatial conditioning for precise control \n Compatible with SD 1.5, SDXL, SD 3.0, and Flux models; includes scheduler swapping (Euler, DPM-Solver, LCM) for quality and speed trade-offs \n LoRA adapter support for efficient style fine-tuning and multi-adapter compositio

Used for generating synthetic body MRI volumes with NV-Generate-CTMR rflow-mr. Not for paired masks or production training data.

Used for generating synthetic CT volumes and masks with NV-Generate-CTMR rflow-ct. Not for production training data without review.

Generate or edit images using AI models for various visual content needs.

You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI-powered analysis and industry best practices.