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Containerization and Docker
figma
by tech-leads-club
Use the Figma MCP server to fetch design context, screenshots, variables, and assets from Figma, and to translate Figma nodes into production code. Trigger when a task involves Figma URLs, node IDs, design-to-code implementation, or Figma MCP setup and troubleshooting.
perf-web-optimization
by tech-leads-club
"Optimize web performance: Core Web Vitals (LCP, CLS, INP), bundle size, images, caching. Use when site is slow, optimizing for Lighthouse scores, reducing bundle size, fixing layout shifts, or improving Time to Interactive. Triggers on: web performance, Core Web Vitals, LCP, CLS, INP, FID, bundle size, page speed, slow site."
perf-astro
by tech-leads-club
"Astro-specific performance optimizations for 95+ Lighthouse scores. Covers critical CSS inlining, compression, font loading, and LCP optimization. Triggers on: astro performance, astro lighthouse, astro optimization, astro-critters."
core-web-vitals
by tech-leads-club
Optimize Core Web Vitals (LCP, INP, CLS) for better page experience and search ranking. Use when asked to "improve Core Web Vitals", "fix LCP", "reduce CLS", "optimize INP", "page experience optimization", or "fix layout shifts".
docker
by codewithmukesh
Docker containerization for .NET 10 applications. Covers multi-stage builds, .NET container images, non-root user configuration, health checks, and .dockerignore. Load this skill when containerizing an application, optimizing image size, setting up Docker Compose for local development, or when the user mentions "Docker", "Dockerfile", "container", "docker-compose", "image", "multi-stage", "non-root", ".dockerignore", "container health check", or "dotnet publish container".
debug-container
by RHEcosystemAppEng
Diagnose local container issues with Podman/Docker including image pull errors, container startup failures, OOM kills, and networking problems. Automates multi-step diagnosis: container inspect, logs retrieval, image analysis, and resource constraint checking. Use this skill when containers fail to run locally before deployment. Triggers on /debug-container command or phrases like "container won't start", "podman run fails", "local container crashing", "container exits immediately".
python-pipeline
by jamditis
Python data processing pipelines with modular architecture. Use when building content processing workflows, implementing dispatcher patterns, integrating Google Sheets/Drive APIs, or creating batch processing systems. Covers patterns from rosen-scraper, image-analyzer, and social-scraper projects.
Export Mind Map as Image
by SSShooter
Guide for exporting mind maps as images using @zumer/snapdom.
devops-infrastructure
by CloudAI-X
Guides Docker, CI/CD pipelines, deployment strategies, infrastructure as code, and observability setup. Use when writing Dockerfiles, configuring GitHub Actions, planning deployments, setting up monitoring, or when asked about containers, pipelines, Terraform, or production infrastructure.
pyimagej-fiji-bridge
by jaechang-hits
"Python bridge to ImageJ2/Fiji enabling macro execution, plugin calls (Bio-Formats, TrackMate, Analyze Particles), bidirectional NumPy↔ImagePlus/ImgLib2 data exchange, and ImageJ Ops from Python. Use for automating Fiji-specific workflows headlessly from Python scripts. Use scikit-image instead for pure Python pipelines that do not require Fiji plugins; use napari for interactive visualization."
pydicom-medical-imaging
by jaechang-hits
"Pure Python DICOM library for medical imaging (CT, MRI, X-ray, ultrasound). Read/write DICOM files, extract pixel data as NumPy arrays, access/modify metadata tags, apply windowing (VOI LUT), anonymize PHI, build DICOM from scratch, process series into 3D volumes. For whole-slide pathology images use histolab; for NIfTI neuroimaging use nibabel."
simpleitk-image-registration
by jaechang-hits
"Register, segment, filter, and resample 3D medical images (MRI, CT, microscopy) using SimpleITK's Python API with support for DICOM, NIfTI, and multi-modal image analysis. Provides rigid/affine/deformable registration, threshold and region-growing segmentation, Gaussian and morphological filtering, label statistics, and format conversion. Use when aligning volumetric images across timepoints or modalities, automating segmentation of fluorescence microscopy, or converting DICOM series to NIfTI for analysis pipelines."
histolab-wsi-processing
by jaechang-hits
"Whole slide image processing for digital pathology. Tissue detection, tile extraction (random, grid, score-based), filter pipelines for H&E/IHC preprocessing. Use for dataset preparation, tile-based deep learning, and slide quality assessment. For advanced spatial proteomics or multiplexed imaging use pathml."
dr-jskill
by jdubois
"Creates Java + Spring Boot projects: Web applications, full-stack apps with Vue.js or Angular or React or vanilla JS, PostgreSQL, REST APIs, and Docker. Use when creating Spring Boot projects, setting up Java microservices, or building enterprise applications with the Spring Framework."
product-photography
by inference-sh
"AI product photography with studio lighting, lifestyle shots, and packshot conventions. Covers angles, backgrounds, shadow types, hero shots, and e-commerce image requirements. Use for: product photos, e-commerce images, Amazon listings, packshots, lifestyle photography. Triggers: product photography, product photo, packshot, e-commerce photography, product shot, product image, studio photography, lifestyle product, amazon product photo, product listing image, hero shot, product mockup, commercial photography"
email-design
by inference-sh
"Email marketing design with layout patterns, subject line formulas, and deliverability rules. Covers welcome sequences, promotional emails, transactional templates, and mobile optimization. Use for: email marketing, newsletter design, drip campaigns, email templates, transactional emails. Triggers: email design, email template, email marketing, newsletter design, email layout, email campaign, drip campaign, welcome email, promotional email, transactional email, email subject line, email header image, email banner"
rhel-deploy
by RHEcosystemAppEng
CRITICAL: When user types /rhel-deploy, use THIS skill immediately. This skill deploys applications to standalone RHEL/Fedora/CentOS systems (NOT OpenShift) using Podman containers with systemd, or native dnf builds. Handles SSH connectivity, SELinux, firewall-cmd, and systemd unit creation. Triggers: /rhel-deploy command, 'deploy to RHEL', 'deploy to Fedora', 'deploy to my server via SSH'.
playbook-executor
by RHEcosystemAppEng
CRITICAL: This skill must be used for Ansible playbook execution. DO NOT use raw MCP tools like execute_playbook or get_job_status directly. Execute Ansible remediation playbooks and track job status through the mock Ansible MCP server. Use this skill after generating a playbook to execute it and monitor completion status. The skill handles temporary file creation, job submission, status polling, and completion reporting. This skill orchestrates MCP tools (execute_playbook, get_job_status) from ansible-mcp-server to provide reliable playbook execution with job tracking and status monitoring. IMPORTANT: ALWAYS use this skill instead of calling execute_playbook or get_job_status directly.
s2i-build
by RHEcosystemAppEng
Create BuildConfig and ImageStream resources on OpenShift and trigger a Source-to-Image (S2I) build. Use this skill after /detect-project to build container images from source code on the cluster. Handles namespace verification, resource creation with user confirmation, build monitoring with log streaming, and failure recovery. Triggers on /s2i-build command. Run before /deploy.
java-development
by apache
Guides Java SDK development in Apache Beam, including building, testing, running examples, and understanding the project structure. Use when working with Java code in sdks/java/, runners/, or examples/java/.
gradle-build
by apache
Guides understanding and using the Gradle build system in Apache Beam. Use when building projects, understanding dependencies, or troubleshooting build issues.
pipeline-model-architecture
by TencentBlueKing
BK-CI 流水线核心模型(Model)架构详解,涵盖 Pipeline/Stage/Container/Task 四层结构、模型序列化、版本管理、模型校验。当用户理解流水线数据结构、开发流水线功能、处理模型转换或进行模型扩展时使用。
Art
by danielmiessler
Complete visual content system. USE WHEN user wants to create visual content, illustrations, diagrams, OR mentions art, header images, visualizations, mermaid, flowchart, technical diagram, infographic, PAI icon, pack icon, or PAI pack icon.
gitlab-ci-patterns
by HermeticOrmus
Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. Use when implementing GitLab CI/CD, optimizing pipeline performance, or setting up automated testing and deployment.