DeepWiki MCP server for AI-powered GitHub repository documentation and

Production-grade defensive Bash scripting for server automation, monitoring, and DevOps tasks. Emphasizes safety, error handling, idempotency, and logging.

'Create a BRAND_GUIDELINES.md that defines how to communicate with your customer. Requires CUSTOMER.md to exist first. Covers voice, tone, language rules, messaging framework, and copy patterns.'

Create well-defined issues (bugs, features, tasks) using Socratic questioning to eliminate ambiguity. Use when creating new Linear or Jira issues, when the user mentions Linear, Jira, or needs to define work items with proper acceptance criteria and relationships.

'Creates personalized X/Twitter growth strategy through guided interview. Based on algorithm-derived principles (exposure equation, phase model). Use when asked about X growth, Twitter strategy, building audience, or social media presence.'

Help users create compelling product visions. Use when someone is writing a vision statement, defining a long-term product direction, aligning teams on the future state, or distinguishing vision from strategy.

Defines standard TypeScript interfaces for Appwrite Collections. Use when creating new models for Tours, Users, or Bookings to ensure full type safety.

Defines WPF DependencyProperty with Register, PropertyMetadata, callbacks, and validation. Use when creating custom controls, attached properties, or properties that support data binding and styling.

Add custom actions and interactions to Plutonium resources

Behavioral principle for context preservation through strategic delegation. Use when starting multi-step operations, uncertain about scope, or when direct execution might exhaust context. Complements never-guess and resolve-ambiguity skills.

Delegate tasks to external LLM services (Gemini, Qwen) with quota, logging, and error handling.

Guidelines for safely deleting dictionary entries while properly updating indexes and cross-references.

Ensure artifacts, validation, and rollout readiness for handoff.

Book flights, manage SkyMiles, check flight status, and access Delta Air Lines services

Domain-Driven Design patterns and architecture for Deno TypeScript applications. Use when building complex business logic, implementing bounded contexts, or structuring large-scale Deno applications with clear separation of concerns.

Guidelines for developing with Deno and TypeScript using modern runtime features, security model, and native tooling

Pattern for deprecating external dependencies while maintaining backward compatibility. Trigger: removing Java/FIJI/MATLAB, deprecating optional deps

Diagnose and heal dependency issues in ANY package manager, ANY language. Use when facing version conflicts, security vulnerabilities, or dependency bloat.

This skill helps evaluate whether a programming language dependency should be added to a project by analyzing multiple quality signals and risk factors.

Identifies dependencies between GitHub issues and creates appropriate cross-references. Use when you need to map issue relationships, find blockers, or organize work order based on dependencies.

Scans project dependencies for known vulnerabilities, outdated packages, and license compliance issues. Supports vulnerability scanning (CVE detection), SBOM generation, license compliance checking, and supply chain security analysis across multiple ecosystems (npm, pip, cargo, go, maven, etc.). Trigger keywords: dependency scan, vulnerability, CVE, Snyk, Dependabot, Renovate, npm audit, cargo audit, pip-audit, safety, outdated packages, SBOM, software bill of materials, license compliance, supply chain, security advisory, transitive dependency, lock file.

Detect new imports in modified files and auto-install missing dependencies. Works with npm, uv, pip, cargo, go mod, and other package managers. Triggers after code implementation to keep manifests in sync.

Designs deployment strategies and configurations for applications

Deploy containerized applications to AWS ECS/Fargate. Use when deploying containers to AWS, managing ECS services, or setting up Fargate tasks. Covers task definitions and ECR.

Guide user through actual deployment steps for their application. This skill should be used when a project is ready to deploy to production. Walks through pre-deployment checks, deployment execution, and post-deployment verification. Supports VPS/Docker, Cloudflare Pages, fly.io, and Hostinger Shared Hosting.

I intelligently route your deployment to the optimal platform based on project analysis, **including repository visibility** (private vs public).

Deploy the shot-client-next Next.js frontend application to Fly.io. Use this skill when deploying UI changes, updating environment variables, or releasing new versions to production.

Deployment patterns from Kubernetes to serverless and edge functions. Use when deploying applications, setting up CI/CD, or managing infrastructure. Covers Kubernetes (Helm, ArgoCD), serverless (Vercel, Lambda), edge (Cloudflare Workers, Deno), IaC (Pulumi, OpenTofu, SST), and GitOps patterns.

deploying-cloud-k8s

Selecting and implementing AWS services and architectural patterns. Use when designing AWS cloud architectures, choosing compute/storage/database services, implementing serverless or container patterns, or applying AWS Well-Architected Framework principles.

deploying-postgres-k8s

Choose deployment strategy and infrastructure. Use when deciding where to deploy applications, setting up CI/CD, or configuring production environments. Covers Vercel, Railway, AWS, Cloudflare Workers, and Docker.

Deploy and operate the vehicle insurance data analysis platform. Use when user asks about local development setup, production deployment, server configuration, build process, service management, or troubleshooting deployment issues. Focuses on the project's actual simple deployment model using start_server.sh, not complex enterprise setups.

Use DigitalOcean MCP and related tools to check deployment health, crash logs, environment consistency, and runtime issues for Unite-Hub / Synthex. Use when diagnosing deployment failures or verifying readiness.

Docker and containerization guidelines. Use when deployment docker guidance is required.

Step-by-step guide for setting up GCP Cloud Run infrastructure with Terraform, Firestore, Pub/Sub, and Workflows.

Practical deployment strategies (rolling, blue-green, canary) for safe releases with rollback, health checks, and database compatibility guidance—without requiring full Kubernetes complexity

Deployment procedures, health checks, and rollback strategies. Use this skill when deploying applications, performing health checks, managing releases, or handling deployment failures. Provides systematic deployment workflows, verification scripts, and troubleshooting guides. Complements the devops-automation agent.

Deploy applications ไปยังทุก platform อย่างมืออาชีพ

Deep multi-source research combining academic MCPs (arxiv, semantic-scholar, paper-search, deepwiki), Exa semantic search, and local ~/.topos knowledge base. Use for comprehensive research requiring multiple sources. NEVER fall back to web_search - ask user for help instead.

Guides structured evaluation of design options with trade-off analysis. Use this skill when choosing architectures, selecting technologies, evaluating implementation approaches, or making design decisions.

Use when making architecture decisions, setting up CI/CD, managing technical debt, or choosing branching strategies - enforces ADR requirements and prevents resume-driven design

Use this skill when creating UI components, writing copy, designing layouts, or making any visual/brand decisions for the Planted website. Ensures consistency with Planted's challenger brand voice (inspired by Oatly's approach) and the established design system.

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Step-by-step guide for designing domain event schemas with JSON Schema, versioning, and implementation following patterns.

Expert-level system design, architecture patterns, scalability, and distributed systems

Think before coding - design the solution before implementing

Professional design methodology for building modern, premium interfaces with client branding. Use for ALL client work and non-AICA projects. Applies glassforium logic, cinematic polish, and intentional design principles while adapting to client colors and brand identity. For Kelvin's personal AICA brand (black glass + gold), use the 'aica' skill instead.