Image Processing

Software Composition Analysis (SCA) and container vulnerability scanning using Aqua Trivy for identifying CVE vulnerabilities in dependencies, container images, IaC misconfigurations, and license compliance risks. Use when: (1) Scanning container images and filesystems for vulnerabilities and misconfigurations, (2) Analyzing dependencies for known CVEs across multiple languages (Go, Python, Node.js, Java, etc.), (3) Detecting IaC security issues in Terraform, Kubernetes, Dockerfile, (4) Integrating vulnerability scanning into CI/CD pipelines with SARIF output, (5) Generating Software Bill of Materials (SBOM) in CycloneDX or SPDX format, (6) Prioritizing remediation by CVSS score and exploitability.

Development: OS container image building with Podman. Builds the bazzite-aiOCI image from Containerfile. Run from repository root with 'just build'.Use when developers need to build or rebuild the OS image locally.

QCOW2 virtual machine management using libvirt. Creates VMs from pre-builtimages downloaded from R2 CDN with cloud-init customization. Supports SSH,VNC, and virtiofs home directory sharing. Use when users need to create,manage, or connect to bazzite-ai VMs.

Docker container and image management including logs, stats, and compose operations. Use when managing Docker containers, debugging container issues, or working with Docker Compose.

Get a second opinion from Gemini 3 Pro (gemini-3-pro-preview). Accepts text, code, and images as INPUT. Returns TEXT analysis, advice, and feedback. Use for code review, analyzing screenshots, UX feedback, debugging, architecture review, or web search.

Container and Kubernetes security patterns including Docker hardening, image scanning, pod security standards, network policies, RBAC, secrets management, and runtime protection. Use when securing containerized applications, building secure images, or configuring Kubernetes security controls.

Creates image carousels with hover-activated auto-advance, touch swipe support, and animated progress indicators. Use when building image galleries, product showcases, or any multi-image display with navigation.

Apptainer (Singularity) container management for HPC workloads. Build SIFimages, run containers with GPU passthrough. Use when users need HPC-compatiblecontainerization or need to pull/run Apptainer images.

Build LLM agents using `tdx agent pull/push` with YAML/Markdown config. Covers agent.yml structure, tools (knowledge_base, agent, web_search, image_gen), @ref syntax, and knowledge bases. Use for TD AI agent development workflow.

This rule book helps you migrate Bitnami Helm charts and container images from the bitnami repository to the bitnamilegacy repository. This migration is necessary due to Bitnami's transition, effective August 28th, 2025, where existing images will be moved to the legacy repo

Development: VM image (QCOW2/RAW) and live ISO building. Creates bootableimages from the OS container using bootc-image-builder and Titanoboa.Run from repository root with 'just build-qcow2' or 'just build-iso'.Use when developers need to create deployable VM or installer images.

ComfyUI node-based Stable Diffusion interface. GPU-accelerated imagegeneration with custom node support and CivitAI model downloads.Use 'ujust comfyui' for installation, lifecycle management, andmodel/node operations.

Expert guidance for JAX (Just After eXecution) - high-performance numerical computing with automatic differentiation, JIT compilation, vectorization, and GPU/TPU acceleration; includes transformations (grad, jit, vmap, pmap), sharp bits, gotchas, and differences from NumPy

Expert Harbor container registry administrator specializing in registry operations, vulnerability scanning with Trivy, artifact signing with Notary, RBAC, and multi-region replication. Use when managing container registries, implementing security policies, configuring image scanning, or setting up disaster recovery.

bootc VM management via bcvk (bootc virtualization kit). Run bootablecontainers as VMs for testing. Supports ephemeral (quick test) andpersistent modes. Use when users need to test bootable container imagesas virtual machines.

Use when implementing responsive images, format conversion, focal point cropping, or image processing pipelines. Covers srcset generation, WebP/AVIF conversion, lazy loading, and image transformation APIs for headless CMS.

Optimal patterns for MiniMax MCP tools (web_search + understand_image)

Craft effective Midjourney V7 prompts for any style — photography, illustration, anime, or artistic. Provides frameworks (7-Element, F.O.C.A.L.), parameter reference (--ar, --stylize, --sref, --cref), lighting/camera terminology, and V7-specific optimization. Auto-activates when writing Midjourney prompts, discussing MJ parameters, or creating AI image prompts. Triggers: Midjourney, MJ prompt, --ar, --stylize, --sref, style reference, character reference, image generation prompt.

A tool for generating fully typed API clients from OpenAPI schemas. It offers a fetch-compatible API, auto-generated types without generics, and integrates with major build tools like Vite, Next.js, and Webpack.

Photography expert for composition, lighting, camera settings, and post-processing techniques