CI/CD

Follow truth-first development with focused feature work, accurate spec maintenance, clean version control, environment-based configuration, and infrastructure-as-code deployments. Use this skill when managing requirements, working in branches, handling configuration, reviewing code, maintaining documentation, or deploying with Ansible. Applies to all development activities requiring honest communication, systematic processes, dependency management, and radical transparency in documentation and decision logs.

Generate or update the methods section based on actual scripts in the pipeline. Links code directly to reproducible documentation. Use when the user types /write_methods, after completing scripts, when methods.md is out of sync with code, or before writing results.

Orchestrate work management including deliverables tracking, deadline management, team coordination, priority coaching, and work-life balance. Provides structured task management, daily standups, and orchestrates other specialized skills when technical deep-dives are needed.

Documentation of available data science libraries (scipy, numpy, pandas, sklearn) and best practices for statistical analysis, regression modeling, and organizing analysis scripts. **CRITICAL:** All analysis scripts MUST be placed in reports/{topic}/scripts/, NOT in root scripts/ directory.

Comprehensive dependency analyzer that identifies unused, missing, phantom, and circular dependencies. Use when you need to clean up project dependencies, detect potential issues with dependency management, optimize bundle size, or ensure dependency health. Provides analysis for all dependency types including detection of security vulnerabilities and outdated packages.

Automatically configure GitHub Actions CI/CD workflows for any repository using global templates. Use when setting up a new repository or user invokes /setup-ci.

This skill should be used when the user requests to generate, create, or add Row-Level Security (RLS) policies for Supabase databases in multi-tenant or role-based applications. It generates comprehensive RLS policies using auth.uid(), auth.jwt() claims, and role-based access patterns. Trigger terms include RLS, row level security, supabase security, generate policies, auth policies, multi-tenant security, role-based access, database security policies, supabase permissions, tenant isolation.

Apply ZyntroTest brand guidelines and design system to all UI components. Use this skill when building, modifying, or reviewing any HTML/CSS components, pages, or features for ZyntroTest.com to ensure brand consistency, proper styling, and adherence to the established design system. This skill should be proactively applied whenever creating or editing visual elements, forms, buttons, cards, layouts, or any user-facing components.

PARAMOUNT always-active context monitoring with ENFORCED blocking at 80% threshold. Uses PreToolUse hook to actually BLOCK tool execution until user decides how to proceed.

Jellyfin media server management via Podman Quadlet. Supports multi-instancedeployment, hardware transcoding (NVIDIA/AMD/Intel), and FUSE filesystemmounts. Use when users need to set up or manage Jellyfin media servers.

A designer-turned-developer who crafts stunning UI/UX even without design mockups. Code may be a bit messy, but visual output is always fire. Handles frontend visual changes (colors, spacing, layout, typography, animation).

Guide developers on writing BDD specifications using Gherkin syntax, feature files, and step definitions

This skill should be used when the user asks to "analyze data", "build a model", "explore this dataset", "run analysis", or needs a structured data science workflow. Orchestrates brainstorm, plan, implement, review, and verify phases with output-first verification.

This skill should be used when adding features that update actors or items, implementing hook handlers, modifying update logic, or replacing embedded documents. Covers ownership guards, no-op checks, batched updates, queueUpdate wrapper, and atomic document operations.

Comprehensive Citrix domain knowledge covering CVAD, DaaS, Gateway, NetScaler, and Workspace products. Use when needing deep product knowledge, architecture understanding, troubleshooting patterns, administration best practices, security hardening, performance optimization, or operational workflows. Provides foundational Citrix expertise for all engineering tasks.

Install a default set of commonly used libraries when initializing a new TypeScript Node.js project (or retrofitting an existing one). Use when a user asks to "create a TypeScript project" and wants the standard dependencies installed (p-map, p-retry, luxon, lodash-es, winston, prisma + @prisma/client, ioredis, express, dotenv) plus common tooling (rimraf, tsc-alias) with optional @types packages and Prisma init.

Search previous Claude Code conversations for facts, patterns, decisions, and context using semantic or text search. Use when Michelle mentions "we discussed this before", when debugging similar issues, when looking for architectural decisions or code patterns from past work, before reinventing solutions, or when finding specific git SHAs or error messages.

EARS requirement authoring guide (Ubiquitous/Event-driven/State-driven/Optional/Unwanted Behaviors) with 5 official patterns.

Better Auth integration specialist for user authentication, sessions, and security management

Draft detailed engineering specs from an approved PRD. Use when generating or updating the engineering specification for a feature, before implementation begins.