agentic-development-principles
AI 에이전트와 협업하는 에이전틱 개발의 범용 원칙. 분해정복, 컨텍스트 관리, 추상화 수준 선택, 자동화 철학을 정의. 모든 AI 코딩 도구에 적용 가능.
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AI 에이전트와 협업하는 에이전틱 개발의 범용 원칙. 분해정복, 컨텍스트 관리, 추상화 수준 선택, 자동화 철학을 정의. 모든 AI 코딩 도구에 적용 가능.
Entry point skill - introduces available Life OS skills, provides command reference, and guides users through the system
AI 에이전트 협업 개발의 핵심 원칙. 분해정복, 컨텍스트 관리, 추상화 수준 선택, 자동화 철학, 검증 회고를 정의. 모든 AI 에이전트 사용 시 최적의 협업 패턴 적용.
LLM 정확도 향상을 위한 프롬프트 반복 기법. 70개 벤치마크 중 67%(47/70)에서 유의미한 성능 향상 달성. 경량 모델(haiku, flash, mini)에서 자동 적용.
Bayesian statistical modeling with PyMC v5+. Use when building probabilistic models, specifying priors, running MCMC inference, diagnosing convergence, or comparing models. Covers PyMC, ArviZ, pymc-bart, pymc-e...
Use when user wants to check progress or get an overview. Triggered when intention involves understanding current state of projects or work. Summarizes project status, recent activity, and pending items.
Use when user wants to review or reflect on their week. Triggered when intention involves weekly planning, retrospective, or summary. Creates weekly review note and references daily notes.
Use when user wants to start a new project or create project structure. Triggered when intention involves beginning organized work with clear goals. Creates project folder with CLAUDE.md and _index.md.
AI 에이전트 실전 워크플로우와 생산성 기법. 명령어, 단축키, Git 통합, MCP 활용, 세션 관리 등 일상 개발 작업의 최적화 패턴 제공.
AI 에이전트 설정 정책 및 보안 가이드. 프로젝트 설명 파일 작성법, Hooks/Skills/Plugins 설정, 보안 정책, 팀 공유 워크플로우 정의.
TDD planning with agent-per-file execution. Planning is verbose. Agent files are minimal execution context.
Austrian Impressum (legal notice) requirements for all company types. Covers ECG, UGB, GewO, MedienG, and Offenlegungspflicht for public media.
Use when user wants to store completed or inactive items. Triggered when intention involves finishing, closing, or preserving old work. Moves items to 04_Archive with proper metadata.
Use when user wants to record or review their day. Triggered when intention involves daily planning, logging, or reflection. Creates or opens today's daily note.
Use when user intends to quickly save thoughts, ideas, or information. Triggered when someone wants to preserve something for later review or processing. Creates a fleeting note in 00_Inbox.
Use when user wants to organize, classify, or process Inbox items. Triggered when intention is to transform fleeting notes into permanent knowledge. Moves notes from 00_Inbox to appropriate destinations.
ALWAYS use when: creating/editing marimo notebooks, working with any .py file containing @app.cell decorators, building reactive Python notebooks, doing exploratory data analysis in notebook form, converting Ju...
This skill should be used when the user asks to "improve my resume", "review my resume", "help with job application", "이력서 개선해줘", "이력서 코칭해줘", "취업 준비 도와줘", "서류 통과율 높이고 싶어", or want...
Expert guidance for creating modern, intuitive, and visually stunning user interfaces. Use this skill when designing or implementing frontend UIs, components, layout structures, or styling.
Creates WPF FlowDocument for rich text display with Paragraph, Table, List elements. Use when building document viewers, rich text editors, or printable reports.
Localizes WPF applications using resource files, x:Uid, and BAML localization. Use when building multi-language applications or supporting right-to-left layouts.
Implements lightweight rendering using WPF DrawingVisual with ContainerVisual, VisualCollection, and DrawingContext. Use when rendering large-scale graphics, charts, game graphics, or custom visuals.
Designs stand-alone control styles using WPF CustomControl and ResourceDictionary. Use when creating reusable custom controls or organizing control themes in Generic.xaml.
Creates WPF animations using Storyboard, Timeline, and EasingFunction patterns. Use when implementing UI transitions, state change visualizations, or interactive feedback effects.
默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库,同一仓库的多个技能可能共享相同数值;它反映仓库关注度,不代表单个技能的安装量或质量评分。