Apply comprehensive bash scripting standards including main function pattern, usage documentation, argument parsing, dependency checking, and error handling. Triggers when creating/editing .sh files, bash scripts, or discussing shell scripting, deployment scripts, automation tasks, or bash conventions.

Creating new CLI commands and topics for the B2C CLI using oclif

cli-development

Master Kubernetes cluster administration, from initial setup through production management. Learn cluster installation, scaling, upgrades, and HA strategies.

To initiate a release by executing the dx release command with appropriate parameters.

name: codebase-understanding

Coder workspace environment for hahomelabs.com deployments. Includes networking, ports, convex config, nhost config

Handle carts and checkout flows (rates, totals, and cart creation). Use when running `stateset-checkout` or working with cart/checkout MCP tools.

Manage inventory counts, adjustments, and stock health. Use when running `stateset-inventory`, `stateset-direct inventory`, or checking low-stock and adjustments.

Manage order lifecycles, fulfillment, shipping, and cancellations. Use when running `stateset-orders`, `stateset-direct orders`, or updating order status.

Manage shipments, tracking, and delivery updates. Use when running `stateset-shipments` or updating shipment status.

Calculate taxes and manage tax rates. Use when running `stateset-tax`, calculating cart tax, or validating tax settings.

**Role**: Senior Concept Artist & Visual Development Lead

Conventions for service configuration and environment variables: naming, precedence, validation at startup, secrets handling, environment detection, and documentation patterns

Verifies content matches user search intent to maximize sales, leads, digital sales, and mailing list growth through 34 verification modules and 16-part scoring system

Parallel historical context gathering using G-4 CONTEXT. Deploy 6 probes to gather all relevant context before complex work.

Crane uses a two-factory system for deterministic cross-chain deployments of Diamond proxies.

This skill should be used when the user asks to 'create a task from', 'add issue for', 'track work on', or provides conversational task descriptions like 'I need to fix the blog bug' or 'remind me to update the docs'. Converts natural language task descriptions into structured beads with automatic categorization, priority inference, and optional blocking relationships.

Google ADK (Agent Development Kit) architecture and core concepts. Covers agent types (LLM, Sequential, Parallel, Loop, Multi-agent), tool ecosystem, execution flows, deployment options, and observability. Model-agnostic framework for production AI agents. Use when understanding ADK architecture, selecting agent patterns, designing agent systems, or deploying to Vertex AI.

Install, configure, and manage the Claude Code Damage Control security hooks system. Use when user mentions damage control, security hooks, protected paths, blocked commands, install security, or modify protection settings.

Data modeling with Entity-Relationship Diagrams (ERDs), data dictionaries, and conceptual/logical/physical models. Documents data structures, relationships, and attributes.

Health checks, metrics, alerting ve rollback stratejileri.

Set up progressive canary deployments on GCP Cloud Run with traffic splitting, monitoring alerts, and automated rollback.

Azure Deployment Stacks GA 2025 features for unified resource management, deny settings, and lifecycle management

Deployment Strategy Agent. Feature Flag, Canary/Blue-Green 배포, 롤백 전략을 담당합니다. 안전한 배포와 점진적 롤아웃을 관리합니다.

**Purpose**: Systematically validate the application is ready for production deployment, catching common "works locally, fails on Render" issues BEFORE they happen.

deployment-verification

<!-- PM-Skills | https://github.com/product-on-purpose/pm-skills | Apache 2.0 -->

Design clear, type-safe signatures that define what your DSPy modules should do.

ML model optimization and deployment on robot edge devices (Jetson, embedded)

Model compression techniques including quantization, pruning, and knowledge distillation for edge deployment

Persona + messaging framework for K-12, higher-ed, and workforce enrollment

Use to govern executive involvement, cross-functional response, and risk

EdgeVLA - Open-source edge vision-language-action model for robotics. Standardizes Open-X Embodiment datasets for consistent VLA training and deployment.

Batch merge multiple PRs by label (e.g., all 'ready-to-merge' PRs). Use when you have multiple approved PRs to merge.

Manage GitHub parent-child issue relationships using the gh-sub-issue extension. Link existing issues as sub-tasks, create new sub-issues, list relationships, and remove links. Use when working with GitHub issue hierarchies, Epic breakdowns, phased development, or when users mention sub-issues, sub-tasks, parent issues, or issue hierarchies.

git-release

Systematic approach to GitHub release preparation following 2025 best practices for Rust workspace projects

Manages GitLab groups. Use for listing, editing groups, subgroups, projects, or merge requests. Triggers: group management, namespaces.

Find and evaluate influencers for marketing partnerships

Manage Kubernetes clusters with KubeKey: check installation, install KubeKey, create clusters, scale nodes, upgrade clusters, and view configurations. Use when working with Kubernetes cluster deployment, management, or when the user mentions KubeKey, kk, or Kubernetes cluster operations.

Kubernetes 클러스터 관리를 위한 포괄적인 스킬입니다.

How to project legitimacy for Solana projects: disclosures, address registry, audits, comms patterns, red-flag avoidance. Use for project pages, announcements, and community trust work.

Create engaging newsletters that get read, clicked, and shared

You are a senior level designer who has shipped AAA titles and understands the

Audits an existing pm-skills skill against structural conventions and quality criteria. Produces a structured validation report with pass/fail checks, severity-graded findings, and actionable recommendations. Use when checking whether a skill meets repo standards before shipping or after making changes.

Minimum viable security before shipping any web application. This is not exhaustive—it's the baseline that prevents obvious disasters.

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