Yoodaddy0311

ab-testing

Designs A/B tests with statistical methodology, sample sizing, and significance analysis covering hypothesis formulation, variant design, and result interpretation. Use when user asks about A/B test, split test, experiment design, hypothesis, statistical significance, sample size, multivariate test, AB 테스트, 실험 설계, or 통계적 유의성.

advertising

Designs paid advertising campaigns with creative briefs, platform constraints, and bidding strategy optimization for Google Ads, Meta Ads, and LinkedIn Ads. Use when user asks about advertising, ad copy, paid media, Google Ads, Meta Ads, PPC, retargeting, creative brief, 광고, 유료 광고, or 리타겟팅.

ai-slop-reviewer

Detects and eliminates AI slop patterns from any text output. Scans for generic filler phrases, hollow adjectives, structural laziness, and robotic cadence that signal AI-generated writing. Run this after any content-creation or copywriting task. Use when user asks about ai slop, ai writing review, text quality check, writing polish, 텍스트 품질, AI 패턴 검사, 슬롭 검사, 글쓰기 품질, AI 글 검토, 문체 교정, 자연스러운 글, 인간 문체, or 글 다듬기.

brand-guidelines

Manages brand identity including voice guidelines, visual standards, messaging consistency, and brand governance with frameworks for style guides and cross-channel consistency. Use when user asks about brand guidelines, brand voice, style guide, brand identity, tone of voice, messaging framework, visual identity, 브랜드 가이드라인, 브랜드 보이스, or 스타일 가이드.

campaign-planning

Designs campaign architecture, timelines, cross-channel coordination, and budget allocation for marketing campaigns from planning through measurement. Use when user asks about campaign planning, launch coordination, cross-channel marketing, campaign calendar, UTM tracking, budget allocation, 캠페인 기획, 캠페인 런칭, or 멀티채널.

case-study

Builds customer success case studies across B2B SaaS, D2C ecommerce, and professional services using a 5-block Challenge-Strategy-Execution-Results-Lessons structure with STAR-to-marketing mapping. Covers title formulas, TL;DR boxes, quantitative KPIs, and quote-approval workflow. Use when user asks about case study, customer success story, success case, 고객 사례, 성공 사례, 케이스 스터디, B2B 사례, or 고객 스토리.

clarify

Hypothesis-based clarification pipeline that transforms ambiguous user requests into precise, actionable specifications through structured MCQ (multiple-choice questions). Classifies ambiguity into three types: vague (unclear intent), unknown (missing information), metamedium (scope/boundary undefined). Generates targeted questions per type. Auto-activates when: ambiguity score >= threshold, multi-intent conflicts detected, or user explicitly asks for clarification. Triggers: clarify, unclear, what do you mean, ambiguous, vague, specify, 명확히, 구체적으로, 뭘 원하시는지

claude-design

Claude Design 연동 워크플로우 — 마케팅 에셋(랜딩페이지 프로토타입, 이메일 템플릿, 소셜 카드, 프레젠테이션) 제작 가이드. claude.ai/design 활용, 디자인 시스템 추출, Claude Code 핸드오프 번들 연동, 브랜드 일관성 유지. Triggers: claude design, design asset, landing page, email template, social card, 프로토타입, 랜딩페이지, 디자인 에셋, 마케팅 디자인, 이메일 템플릿, 소셜 카드

column-editorial

Writes argumentative columns, editorials, and op-eds with contrarian thesis, steelmanned counter-arguments, and layered evidence. Use when user asks about column writing, op-ed, editorial, opinion piece, thought piece, 칼럼, 오피니언, 사설, 논평, or 기고문.

competitive-intelligence

Conducts competitive analysis and market intelligence for positioning, differentiation, and strategic advantage using SWOT analysis and competitor monitoring frameworks. Use when user asks about competitor analysis, competitive intelligence, SWOT, differentiation, market positioning, benchmark, 경쟁 분석, 시장 정보, or 포지셔닝.

content-pipeline

Orchestration plan for a five-stage long-form content pipeline (raw capture → theme extraction → research → draft → quality gate and fan-out). Defines each stage's input, output, success criteria, and retry rules so a content-marketer agent can chain the existing writing, research, and distribution skills deterministically. Use when user asks about content pipeline, production workflow, blog production line, multichannel fan-out, editorial workflow, 콘텐츠 파이프라인, 장문 워크플로, 블로그 제작 라인, or 멀티채널 확산.

content-seo

Optimizes on-page content for search engines including meta tags, heading structure, content quality, topical authority, and E-E-A-T signals. Use when user asks about content SEO, on-page SEO, meta tags, content optimization, content gap analysis, topical authority, E-E-A-T, 콘텐츠 SEO, 온페이지 최적화, or 콘텐츠 갭.

copywriting

Applies persuasive writing frameworks (AIDA, PAS, BAB) for headlines, CTAs, ad copy, email subjects, and landing pages with platform-specific character constraints. Use when user asks about copywriting, headline, CTA, ad copy, subject line, landing page copy, persuasive writing, tagline, 카피라이팅, 헤드라인, or 광고 문구.

cro-forms

Optimizes forms for lead generation, signups, and data collection with friction reduction, field optimization, validation UX, and progressive profiling strategies. Use when user asks about form optimization, form fields, lead form, signup form, form completion, progressive profiling, form UX, 폼 최적화, 양식, or 리드 폼.

cro-funnel

Analyzes multi-step conversion funnels to identify drop-offs and optimize signup flows, onboarding, checkout processes, and lead qualification pipelines. Use when user asks about funnel analysis, conversion funnel, drop-off analysis, signup flow, checkout optimization, onboarding funnel, funnel optimization, 퍼널, 전환 퍼널, or 이탈 분석.

cro-page

Optimizes landing page conversion rates covering above-the-fold analysis, value proposition clarity, CTA optimization, and trust signal placement with heuristic evaluation. Use when user asks about landing page optimization, page CRO, conversion rate, above the fold, CTA optimization, trust signals, hero section, 랜딩페이지, 페이지 CRO, or 전환율 최적화.

customer-journey

Maps customer journeys with touchpoint analysis, lifecycle stage management, and experience optimization from awareness through advocacy. Use when user asks about customer journey, journey map, touchpoint analysis, lifecycle management, customer experience, onboarding, retention, CX, 고객 여정, 터치포인트, or 라이프사이클.

data-analysis

Performs statistical data analysis, data cleaning, and insight extraction covering KPI calculation, trend analysis, cohort analysis, funnel analysis, and attribution modeling. Use when user asks about data analysis, statistics, KPI, metrics, trend analysis, cohort, funnel analysis, attribution, forecast, 데이터 분석, 지표, 통계, 코호트, or 퍼널.

data-visualization

Guides data visualization with chart selection, dashboard layout design, visual encoding, and data storytelling best practices. Use when user asks about data visualization, chart selection, graph design, dashboard layout, infographic, data storytelling, 데이터 시각화, 차트, 대시보드, or 그래프.

delegation

Delegation strategies for parallel and complex multi-file operations using Sub-Agent or Team Mode. Sub-Agent Mode: Task tool for focused, single-session tasks. Team Mode: Agent Teams API for complex multi-domain coordination with peer communication. Auto-activates when: >7 directories, >50 files, multi-domain operations, high complexity tasks, team coordination needed. Triggers: delegate, parallel, sub-agent, team, concurrent, large-scale, orchestrate, coordinate, 위임, 병렬, 대규모, 팀

design-system-reference

Provides structured DESIGN.md schema and curated brand references for AI-native visual design specification. Use when user asks about design system, DESIGN.md, visual design, UI design language, design tokens, color palette, typography system, 디자인 시스템, 비주얼 디자인, 디자인 토큰, or UI 디자인.

email-marketing

Creates email campaigns, automation sequences, and deliverability optimization covering drip campaigns, newsletters, onboarding, and cold outreach with compliance best practices. Use when user asks about email campaign, newsletter, drip sequence, email automation, deliverability, cold outreach, 이메일 마케팅, 이메일 캠페인, 뉴스레터, or 자동화 시퀀스.

evolution-loop

Artibot Evolution Loop — conceptual guide to the continuous self-improvement cycle that drives GRPO-based learning, pattern extraction, skill refinement, and collective intelligence growth. Use as reference when configuring, understanding, or extending Artibot's autonomous learning system. Triggers: evolution, GRPO, self-improve, learning loop, pattern extract, skill refine, 진화, 학습루프

image-generation

AI image prompt engineering and generation workflow. Use when user asks to generate, create, edit, or refine images. Triggers on: 이미지 만들어줘, 그림 생성해줘, 이미지 그려줘, 썸네일 만들어, 로고 만들어줘, 이미지 수정해줘, 사진 편집해줘, 아까 만든 거 수정, 색감 바꿔줘, image generate, create image, edit image, modify image, refine image.

interview-storytelling

Structures long-form interview storytelling for expert interviews, internal feature stories, and multi-expert roundups. Applies 5W1H question matrix, 3-part answer arc, verbal signposting, NNGroup 4-dimension voice profile, and quote-approval workflow. Use when user asks about interview article, expert interview, feature story, storytelling, quote roundup, 인터뷰 기사, 전문가 인터뷰, 스토리텔링, 인용 모음, or 피처 스토리.

kr-marketing

Korean digital marketing specialist for Naver, Kakao, Coupang, and local platform strategies. Covers Naver SEO (C-Rank/DIA), Kakao Moment ads, Korean content formats, PIPA compliance, and domestic consumer behavior. Use when user asks about 한국 마케팅, 네이버 마케팅, 카카오 광고, 쿠팡 마케팅, 국내 디지털 마케팅, or Korea-specific marketing.

library-mermaid

Provides Mermaid diagramming patterns for technical documentation including flowcharts, sequence diagrams, ERDs, class diagrams, state diagrams, Gantt charts, and mindmaps. Use when creating architecture diagrams, documenting API sequences, illustrating database schemas, building project timelines, or asking about Mermaid syntax.

long-form-writing

Structures in-depth blog posts (1,500-2,500 words) that win both Google rankings and AI citations in the AEO/GEO era. Applies answer-first leads, question-style H2 ratios, citable passage rules, and hook frameworks. Use when user asks about long-form blog, pillar post, in-depth article, AEO optimization, GEO content, AI citation, 롱폼 글쓰기, 블로그 심층 포스트, 필러 콘텐츠, AI 인용 최적화, or 검색 답변 최적화.

market-research

Conducts marketing-focused market research including primary/secondary data collection, survey design, customer segmentation, trend analysis, and competitive landscape mapping. Use when user asks about market research, consumer research, survey design, market sizing, trend analysis, focus group, 시장 조사, 소비자 리서치, 설문 설계, 트렌드 분석, or 시장 규모.

marketing-analytics

Analyzes marketing performance with KPI dashboards, channel attribution, campaign ROI measurement, forecasting, and industry benchmarking. Use when user asks about marketing analytics, KPI dashboard, attribution, ROAS, CAC, LTV, channel performance, campaign ROI, 마케팅 분석, KPI 대시보드, 어트리뷰션, or ROAS.

marketing-strategy

Provides marketing strategy frameworks for market analysis, positioning, segmentation, and go-to-market planning using TAM/SAM/SOM and Porter's Five Forces. Use when user asks about marketing strategy, market analysis, go-to-market, GTM, positioning, growth strategy, value proposition, channel strategy, 마케팅 전략, 시장 분석, or GTM 전략.

presentation-design

Designs presentation structures with narrative arcs, slide layouts, visual hierarchy, and speaker notes for pitch decks, reports, and keynotes. Use when user asks about presentation design, slides, pitch deck, keynote, PowerPoint, slide layout, speaker notes, 프레젠테이션, 슬라이드, 발표자료, or 피치덱.

principles

Core principles enforcing quality-first design, DEV protocol, Auto Mode safety, and Zero-Skip policy. Auto-activates when: making decisions, reviewing work, designing workflows, using Auto Mode. Triggers: design, principle, auto mode, autonomous, 자동, 원칙, quality, DEV protocol

report-generation

Creates structured marketing reports including executive summaries, performance reports, and data narratives with templates for weekly, monthly, and quarterly cadences. Use when user asks about report generation, executive summary, performance report, weekly report, monthly report, marketing report, 리포트, 성과 보고서, 주간 보고서, or 월간 보고서.

routines

마케팅 자동화 루틴 설계 가이드. Claude Routines로 야간 캠페인 리포트, 주간 콘텐츠 캘린더 생성, PR 머지 시 문서 업데이트, 경쟁사 모니터링 등 반복 마케팅 워크플로우를 자동화하는 방법을 설명한다. 스케줄/API/GitHub 트리거별 설정 예시 포함. Triggers: routine, automation, schedule, cron, trigger, 루틴, 자동화, 스케줄, 반복 작업

schema-generator

Generates JSON-LD structured data, llms.txt, and robots.txt snippets for AEO/GEO (answer engine and generative engine optimization). Converts aeo-geo-2026 reference recommendations into executable templates. Use when user asks about schema markup, JSON-LD templates, structured data, AEO 실행, GEO 구현, llms.txt, citation capsule, FAQPage, HowTo, OpinionArticle, or 구조화 데이터.

segmentation

Develops audience segmentation strategies with lead scoring models, behavioral triggers, persona development, and RFM analysis across demographic, firmographic, and psychographic dimensions. Use when user asks about segmentation, audience segment, lead scoring, persona, behavioral targeting, cohort, RFM, 세그먼테이션, 타겟팅, 리드 스코어링, or 페르소나.

seo-strategy

Develops SEO strategy including keyword research, search intent classification, ranking factor analysis, keyword clustering, and GEO (Generative Engine Optimization). Use when user asks about SEO strategy, keyword research, search intent, ranking factors, content gap analysis, SEO roadmap, GEO, 검색엔진최적화, 키워드 리서치, 검색 의도, 네이버 SEO, C-Rank, or 네이버 블로그.

social-media

Creates multi-platform social media content with scheduling strategy, engagement optimization, platform-specific formats, and content calendars. Use when user asks about social media, Twitter, LinkedIn, Instagram, TikTok, YouTube, content calendar, hashtag strategy, social engagement, 소셜 미디어, 소셜 콘텐츠, 콘텐츠 캘린더, 카카오스토리, 네이버 블로그, 밴드, or 한국 SNS.

swarm-intelligence

Federated Swarm Intelligence for collective learning across Artibot instances. Shares anonymized learning patterns (tool success rates, team compositions, workflow effectiveness) with the swarm network while preserving privacy through PII scrubbing and differential privacy. Enables all participants to benefit from collective experience without exposing individual data. Triggers: swarm, collective, federated, sync patterns, share learning, opt-in, contribution, 스웜, 집단지성

technical-seo

Audits and optimizes technical SEO covering site structure, crawlability, Core Web Vitals, schema markup, and indexation with scoring checklists. Use when user asks about technical SEO audit, site speed, Core Web Vitals, schema markup, crawlability, robots.txt, sitemap, page speed, 테크니컬 SEO, 사이트 속도, or 크롤링.

thought-leadership

Produces founder/executive/expert thought leadership content with author bio discipline, Authority-Vulnerability-Value mix, and E-E-A-T signal implementation for LinkedIn long-form, company blogs, and newsletters. Use when user asks about thought leadership, founder content, executive writing, LinkedIn long-form, personal brand, E-E-A-T, 소트리더십, 경영자 글, 전문가 기고, or 개인 브랜딩.

voice-reference

Stores a static voice profile and 2-3 past writing samples so long-form-writing, case-study, column-editorial, thought-leadership, interview-storytelling, and ai-slop-reviewer can measure tone consistency and detect drift. Provides NNGroup 4-dimension voice calibration plus brand-voice axes. Use when user asks about voice profile, tone calibration, brand voice, voice reference, writing sample anchor, 보이스 프로필, 톤 캘리브레이션, 문체 기준, 브랜드 보이스, or 글 샘플 앵커.

adr-format

ADR(Architecture Decision Record) 작성 스킬. 두 개 이상의 기술 선택지를 비교하고 추천안과 그 근거, 숨겨진 비용, 확장성, 2년 뒤 기술 부채까지 입체적으로 평가한다. 비개발자도 이해할 수 있도록 한국어 위주 설명 + 추천안 강조. 자동 트리거: "A vs B", "X와 Y 중 뭐가 좋아", "어떤 라이브러리 써야 해", "기술 선택", "스택 결정", "아키텍처 결정", "DB 뭐 쓰지", "프레임워크 고민", "이거 쓸까 저거 쓸까", "should I use", "which is better", "compare options", "tech choice", "library decision", "framework comparison", "architecture decision".

adversarial-review

코드를 공격자 관점에서 리뷰하여 취약점, 엣지 케이스, 설계 결함을 탐지. Use when performing security review, attack surface analysis, pre-deploy verification, or PR security check, or mentions 적대적 리뷰, 공격적 리뷰, 취약점 리뷰.

daily

일일 회고 리포트. 오늘의 커밋, 품질 상태, 작업 현황, 다음 단계를 구조화된 대시보드로 정리한다. Use when reviewing daily progress, generating a retrospective, or planning the next actions.