Use when creating bidirectional links between code and documentation. Covers link patterns, documentation references, context preservation across artifacts, and maintaining synchronization between code and docs.
Use when leaving structured notes, comments, and annotations in code. Covers AI note-taking patterns, TODO formats, context preservation, and development breadcrumbs for future AI assistants and human developers.
Build consistent, accessible UIs in Rails using maquina_components. Use this skill when implementing UI for features, creating views, building forms, or reviewing UI specs. Triggers on view creation, UI implementation, form building, layout design, or mentions of maquina_components usage.
Comprehensive backend development workflow that orchestrates expert analysis, architecture design, implementation, and deployment using the integrated toolset. Handles everything from API design and database architecture to security implementation and DevOps automation.
Migrate AI image generation from Google Gemini 2.5 Flash to BytePlus SeeDream v4.5. Use when: (1) User wants to switch from Gemini to SeeDream/BytePlus for image generation, (2) User asks about migrating image generation APIs or replacing Gemini with BytePlus, (3) User needs cost optimization or better image quality for AI-generated images, (4) User mentions SeeDream, BytePlus, or wants SDK-to-REST API migration for image generation
Implement or extend a user-facing workflow in a web application, integrating with existing backend APIs. Use when the feature is primarily a UI/UX change backed by existing APIs, affects only the web frontend, and requires following design system, routing, and testing conventions.
This skill encodes Emil Kowalski's philosophy on UI polish, component design, animation decisions, and the invisible details that make software feel great.
Build 1Panel local app store configurations from Docker deployments. Use when: - User provides a GitHub project link and wants to add it to 1Panel app store - User has a docker-compose.yml or docker run command and needs 1Panel app format - User wants to create a local app for 1Panel panel - User mentions "1Panel app", "1Panel 应用商店", "本地应用", "app store", or similar Supports: GitHub repos, Docker Hub images, docker-compose files, docker run commands. Output: Complete app folder with data.yml, docker-compose.yml, logo.png, README.md Always use this skill for 1Panel app packaging - it knows the exact directory structure, variable naming conventions (PANEL_APP_PORT_HTTP, CONTAINER_NAME), and 1panel-network requirements that are easy to get wrong without guidance.
"DaisyUI", "daisyui", "UI 마이그레이션", "UI migration", "shadcn to daisyui", "테마 설정", "theme", "컴포넌트 변환", "DaisyUI 테마", "DaisyUI 컴포넌트" 등 DaisyUI 기반 UI 구축이나 shadcn/ui 마이그레이션 시 사용하세요.
TLA+ Verification workflow (orchestration). Use when: running the full verification loop — iterating between trace validation and model checking until both pass, ensuring spec faithfully models the system.
Run a unified SEO and GEO audit for a website, page, or domain. Use when the user asks for a full SEO audit, GEO audit, AI visibility review, EEAT review, entity audit, authority audit, or wants one prioritized report that combines technical findings, content quality, trust signals, and AI citation readiness.
Methodology for effective AI-assisted software development. Use when helping users build software with AI coding assistants, debugging AI-generated code, planning features for AI implementation, managing version control in AI workflows, or when users mention "vibe coding," Cursor, Windsurf, or similar AI coding tools. Provides strategies for planning, testing, debugging, and iterating on code written with LLM assistance.
Zero-build frontend development with CDN-loaded React, Tailwind CSS, and vanilla JavaScript. Use when building static web apps without bundlers, creating Leaflet maps, integrating Google Sheets as database, or developing browser extensions. Covers patterns from rosen-frontend, NJCIC map, and PocketLink projects.
Socratic questioning protocol + user communication. MANDATORY for complex requests, new features, or unclear requirements. Includes progress reporting and error handling.
Generate LESSONS.md retrospective files that capture institutional knowledge, especially failures. Use when closing out journalism projects, investigations, events, or publications. Includes templates for research projects, event post-mortems, editorial tools, and publications.
Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordinates agents.
Native multi-agent orchestration using Claude Code's Agent Tool. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multiple perspectives.
