CI/CD

Run a bounded adversarial cooperation coding loop (Architect -> Player <-> Coach). Use when implementing features from REQUIREMENTS.md, generating SPECIFICATION.md plans, and iterating with strict review until approved.

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

Use when setting up context management for Claude Code - configures conversation search, context summarization, session export, and project memory patterns for long-running development

CI/CD pipelines, containerization, Kubernetes, and infrastructure as code patterns

Optimize the research agent for rate limit handling, API call efficiency, web search integration fixes, and improved streaming UX with granular progress updates and source attribution.

Guide for implementing sortable and droppable components using dnd-kit library. Use this skill when building React applications that require drag-and-drop functionality with both container reordering (useSortable) and item dropping (useDroppable) capabilities, such as Kanban boards, file management systems, or playlist editors.

Spec-Driven Development workflow using GitHub spec-kit for building high-quality software with structured specifications and intent-driven development

Systematically assess curators for partnership decisions using standardized scoring criteria

Create Ansible playbooks using Bitwarden Secrets Manager for secure credential management. Use when implementing new playbooks, migrating from Ansible Vault, setting up CI/CD integration, managing multi-environment secrets, or implementing secure secret lookups. Covers lookup patterns, error handling, Vault fallback, machine accounts, and migration strategies.

Retrieves hourly precipitation forecasts for geographic locations using the Open-Meteo API.

Optimize cloud costs through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use when reducing cloud expenses, analyzing infrastructure costs, or implementing cost governance policies.

Writes technical content for students with explanatory clarity and professional precision. Balances conceptual understanding with practical application, treating readers as intelligent adults learning a new domain.

Review a pull request using Google's code review principles. Takes a PR number or auto-detects from current branch. Use when the user wants to review a PR, check PR changes, or says "/review-pr 123".

Use when creating new skills, editing existing skills, or verifying skills work before deployment - applies TDD to process documentation by testing with subagents before writing, iterating until bulletproof against rationalization

Authentication and access control skill for Next.js 15 + Supabase applications. Use when implementing user authentication, protecting routes, managing user sessions, enforcing role-based access control (admin/member), or working with multi-tenant family-based data isolation. Covers login/logout, registration with email verification, OAuth (GitHub), route protection for Server Components and Server Actions, admin-only features, and multi-tenant data access patterns.

Identifies code smells and applies refactoring techniques from Martin Fowler's catalog. Use when improving code structure, reducing complexity, or eliminating smells without changing behavior.

CRITICAL QUALITY GATE: Enforces source-only policy for ALL medical study guide creation.ACTIVATES when creating study guides for ANY medical specialty: pharmacology, pathophysiology,clinical medicine, physical examination, or procedures.BLOCKS creation without pre-creation verification checklist confirming source file and template.This skill prevents adding external medical facts (except researched mnemonics) and ensuresall study guide content comes exclusively from the specified source file.

PolicyEngine coding standards, formatters, CI requirements, and development best practices

Trace agent decision-making, tool selection, and reasoning chains

PolicyEngine writing style for blog posts, documentation, PR descriptions, and research reports - emphasizing active voice, quantitative precision, and neutral tone