ab-testingDesigns 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,
ad-complianceReviews marketing content for legal and regulatory compliance across Korean (PIPA, Act on Fair Labeling, E-Commerce Act) and global (FTC guidelines, GDPR, ASA) frameworks. Identifies risk areas and required disclosures. Use when user asks about ad compliance, legal review, 광고 법규, 표시광고법, 개인정보보호법, 전자상
advertisingDesigns 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-reviewerDetects 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,
brand-guidelinesManages 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, vi
campaign-planningDesigns 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,
case-studyBuilds 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
clarifyHypothesis-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 undefin
claude-designClaude 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 - "claude design" - "desig
column-editorialWrites 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-intelligenceConducts 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 분
content-pipelineOrchestration 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
content-seoOptimizes 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 콘텐
copywritingApplies 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
cro-formsOptimizes 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,
cro-funnelAnalyzes 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 opti
cro-pageOptimizes 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,
customer-journeyMaps 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, o
daily일일 회고 리포트. 오늘의 산출물, 품질 상태, 작업 현황, 다음 단계를 구조화된 대시보드로 정리한다. Use when reviewing daily progress, generating a retrospective, or planning the next actions.
data-analysisPerforms 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, fore
data-visualizationGuides 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.
delegationDelegation strategies for parallel and complex multi-file operations using Sub-Agent or Team Mode. Sub-Agent Mode: Agent 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, m
design-system-referenceProvides 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-marketingCreates 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
evolution-loopArtibot Evolution Loop — conceptual guide to the continuous self-improvement cycle that drives pattern extraction, skill refinement, and collective intelligence growth. Use as reference when configuring, understanding, or extending Artibot's autonomous learning system. Triggers: evolution, self-impr
image-generationAI 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-storytellingStructures 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, exp
kr-marketingKorean 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-speci
lead-managementManages lead lifecycle including lead scoring, qualification, nurture sequences, CRM workflows, MQL/SQL handoff, and pipeline optimization. Use when user asks about lead management, lead scoring, lead qualification, MQL, SQL, lead nurture, pipeline, CRM workflow, 리드 관리, 리드 스코어링, or 리드 육성.
library-mermaidProvides 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,
long-form-writingStructures 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 optimiza
market-researchConducts 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
marketing-analyticsAnalyzes 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-strategyProvides 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 strat
presentation-designDesigns 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.
principlesCore 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 - "design" - "principle
report-generationCreates 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,
routines마케팅 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 - "routine" - "automation" - "schedule" - "cron" - "trigger" - "루틴" - "자동
schema-generatorGenerates 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,
segmentationDevelops 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,
seo-strategyDevelops 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, 검색엔진
social-mediaCreates 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
swarm-intelligenceFederated 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
technical-seoAudits 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,
thought-leadershipProduces 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, Linke
voice-referenceStores 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 whe