持續整合/部署

Explicit-only: run the end-to-end bead workflow (WK -> inlined TRACE-Guard loop -> select -> SI merge/close/sync).

Create micro-commits (minimal incision) with at least one validation signal per commit.

Convert a project plan written in a Markdown file into a complete bd beads graph (tasks, subtasks, dependencies) using only bd for creation and edits, then review and optimize each bead. Use when asked to beadify a plan document (plan.md, plan-*.md, DESIGN/IMPLEMENTATION/ARCHITECTURE docs, or any planning markdown) or to generate bd tasks from a plan.

Selects implementation strategy (vertical/horizontal/hybrid) with risk assessment. Use when: planning features or deciding development approach.

Automate Chrome/Chromium via CDP: navigate, click, fill forms, evaluate JS, screenshot, scrape.

PR autopilot: create/manage PRs, enforce CI gates, apply surgical fixes, and squash-merge via `gh`.

Force at least one feedback signal after code changes (static checks, logs, tests, UI); prefer local over CI.

Gauntlet for absolute claims (always/never/guaranteed/optimal); pressure-test, then refine with explicit boundaries.

Development server and build commands for Oak AI project including running dev server on port 2525, production and development builds, and running scripts with environment variables. Use when starting local development, building the project, or running scripts.

Chrome DevTools Protocol (CDP) browser automation, web scraping, crawling. 브라우저 자동화, 웹 스크래핑, 크롤링. Features/기능: screenshot with region control 영역지정스크린샷, viewport control 뷰포트제어, PDF generation PDF생성, web scraping 웹스크래핑, data extraction 데이터추출, form filling 폼작성, login automation 로그인자동화, click/input 클릭/입력, element finder 요소찾기, tab management 탭관리, cookie control 쿠키제어, JavaScript execution JS실행, page navigation 페이지이동, wait for element 요소대기, scroll 스크롤, accessibility tree 접근성트리, console messages 콘솔메시지, network idle 네트워크대기, back/forward 뒤로/앞으로, reload 새로고침, file upload 파일업로드, React compatibility React호환성, Smart Mode with Interaction Map 스마트모드. Selectors 셀렉터: CSS selectors (ID, class, attribute), XPath selectors with wildcard * (text-based, structural), XPath indexing (select N-th element with same text). Smart Mode: text-based element search with automatic selector generation. Bot detection bypass 봇감지우회 (navigator.webdriver=false). Auto Chrome connection 자동크롬연결. Headless/headed mode. Daemon-based architecture 데몬기반. Interaction Map System 인터랙션맵. React/framework compatibility React/프레임워크호환성.

Oak's git conventions including branch naming (feat/fix/chore prefixes), commit messages (conventional commits format), PR creation with templates, code review process, and CI check monitoring. Use when working with git, creating branches, committing code, or managing pull requests.

Unity Editor control and automation, WebSocket-based real-time communication. 유니티에디터제어및자동화, WebSocket기반실시간통신. Features/기능: GameObject control 게임오브젝트제어, Transform manipulation 트랜스폼조작, Component management 컴포넌트관리, Scene management 씬관리, SQLite database integration SQLite데이터베이스통합, GUID-based persistence GUID기반영구식별, Multi-scene synchronization 멀티씬동기화, Command Pattern with Undo/Redo 명령패턴실행취소재실행, Menu execution 메뉴실행, ScriptableObject management 스크립터블오브젝트관리, Array/List manipulation 배열리스트조작, All field types support 모든필드타입지원, Material/Rendering 머티리얼/렌더링, Prefab system 프리팹시스템, Asset Database 애셋데이터베이스, Animation 애니메이션, Physics 물리, Console logging 콘솔로깅, EditorPrefs management 에디터프리퍼런스관리, Editor automation 에디터자동화, Build pipeline 빌드파이프라인, Lighting 라이팅, Camera 카메라, Audio 오디오, Navigation 네비게이션, Particles 파티클, Timeline 타임라인, UI Toolkit, Profiler 프로파일러, Test Runner 테스트러너. Protocol 프로토콜: JSON-RPC 2.0 over WebSocket (port 9500-9600). 500+ commands 명령어, 25 categories 카테고리. Real-time bidirectional communication 실시간양방향통신. Security 보안: Defense-in-depth 심층방어 (path traversal protection 경로순회방지, command injection defense 명령어인젝션방어, JSON injection prevention JSON인젝션방지, SQL injection prevention SQL인젝션방지, transaction safety 트랜잭션안전성). Localhost-only connections 로컬호스트전용. Cross-platform 크로스플랫폼 (Windows, macOS, Linux).

Guides Test-Driven Development for this Neovim plugin project. Use when implementing new features or fixing bugs that require behavioral changes. Includes project-specific tooling (make test/lint/check) and Lua/Busted testing patterns. Follows strict RED-GREEN-REFACTOR cycle.

Expertise in mobile responsiveness, specifically table patterns and standard UI component styling.

Resolves React hook violations (rules of hooks, useEffect dependencies, hook ordering).

Security & Authentication Specialist - Expert in JWT, cookie-based auth, MFA, and generic security patterns

Expert knowledge for Nuxt 3 development. Use when building Nuxt apps with Litestar API backend, server routes, or composables.

Cache management, configuration best practices, and progressive disclosure patterns for efficient context window usage. Use when working with large responses, optimizing token costs, or managing plugin state across operations.

Comprehensive GitHub repository management toolkit. Provides file editing, issue/PR management, GitFlow workflow, release management, commit investigation, CI/CD workflow creation, and configuration file generation via MCP GitHub tools.

Expert knowledge for Inertia.js with Litestar. Use when building SPAs with server-side routing, handling Inertia responses, or managing page components.