Git & Version Control

Use when starting feature work or reviewing PRs - uses git-worktree-new/pr/prune shell functions with automatic git-crypt support, Husky disabled, and .worktrees/ location. No manual setup needed.

Comprehensive assistance with RevenueCat in-app subscriptions and purchases

Quality Tools - ESLint, TypeScript, Prettier. Use when setting up quality tools or CI.

Post structured documentation to GitHub issue as a comment. Use when starting work on an issue to document approach and track progress.

Comprehensive E2E test of voice call pipeline - place call, verify auth flow, monitor transcripts/scores, verify report. Use when user says "test voice e2e", "run voice test", or "full voice test".

Expert system for designing and architecting AI agent workflows based on proven Meta methodologies. Use when users need to build AI agents, create agent workflows, solve problems using agentic systems, integrate multiple tools into agent architectures, or need guidance on agent design patterns. Helps translate business problems into structured agent solutions with clear scope, tool integration, and multi-layer architecture planning.

Run all configured linters including mojo format, markdownlint, and pre-commit hooks. Use before committing code to ensure quality standards are met.

AWS serverless and event-driven architecture expert based on Well-Architected Framework. Use when building serverless APIs, Lambda functions, REST APIs, microservices, or async workflows. Covers Lambda with TypeScript/Python, API Gateway (REST/HTTP), DynamoDB, Step Functions, EventBridge, SQS, SNS, and serverless patterns. Essential when user mentions serverless, Lambda, API Gateway, event-driven, async processing, queues, pub/sub, or wants to build scalable serverless applications with AWS best practices.

Create isolated git worktrees for parallel development. Use when working on multiple issues simultaneously.

Creates isolated git worktrees for parallel development. Use when starting feature work needing isolation or working on multiple branches simultaneously. Not for simple branch switching or basic git operations.

Git リポジトリのスタイルに合わせてコミットを作成します。ユーザーがコミットを求めたときや、エージェントがコミットするときに必ず使用してください。

Automate GitHub operations using gh CLI - manage repositories, issues, pull requests, releases, and workflows. Use when working with GitHub, managing repos, creating issues/PRs, or when users mention GitHub operations, gh CLI, or repository management.

Assist with deployment workflow to production. Run pre-deploy checks, verify migrations, and validate deployment readiness. Use when deploying, releasing, pushing to production, or preparing a release.

Use when reviewing or editing research manuscripts, journal articles, reviews, or perspectives. Invoke when user mentions manuscript, paper draft, article, research writing, journal submission, reviewer feedback, or needs to improve scientific writing clarity, structure, or argumentation in their manuscript.

Post structured updates to GitHub issues. Use to report progress, findings, and implementation notes directly to issues.

Use when starting technical work requiring structured approach - writing tests before code (TDD), planning data exploration (EDA), designing statistical analysis, clarifying modeling objectives (causal vs predictive), or validating results. Invoke when user mentions "write tests for", "explore this dataset", "analyze", "model", "validate", or when technical work needs systematic scaffolding before execution.

Reference the LOCAL connect-go/ directory for ConnectRPC protocol. NEVER use WebFetch/WebSearch for github.com/connectrpc/connect-go - always read local files.

Analyze student git activity, lab submissions, and project work for software engineering courses. Use when asked to "update student analysis", "check student activity", "analyze the class", or when working with student rosters and git repositories. Handles inconsistencies in student behavior like multiple usernames, name variations, and missing data.

This skill should be used when users need to fetch GitHub issues from the current repository, including getting the next issue to work on, retrieving specific issue fields (body, number, title, labels, etc.), or querying issues with custom sorting and filtering. Triggers on requests like "get the next GitHub issue", "what's the next issue number", "show me the issue body", or "find issues with label X".

UI/UX 설계서를 기반으로 기본 HTML과 JavaScript를 사용하여 동작하는 프로토타입을 개발합니다. 개발 경험이 없는 사용자도 쉽게 사용할 수 있도록 설계되었습니다.