text-analytics-methods

Text processing pipeline: an agent team collaborates to perform preprocessing, classification, entity/keyword extraction, sentiment analysis, summarization, structured data conversion, and report generation on bulk text. Use this skill for requests like 'analyze this text', 'text processing', 'classify documents', 'run sentiment analysis', 'extract keywords', 'named entity recognition', 'NER', 'text summarization', 'review analysis', 'survey text analysis', 'comment analysis', and other general text NLP tasks. Note: speech recognition (STT), machine translation, chatbot dialogue management, and LLM fine-tuning are outside the scope of this skill.

Detailed methodology for DDD (Domain-Driven Design) bounded context identification, context map creation, and event storming execution. Use this skill for 'bounded context', 'DDD', 'domain modeling', 'event storming', 'context map', 'aggregate design', 'ubiquitous language', and other domain analysis tasks. Enhances the domain analysis capabilities of domain-analyst and service-architect. Note: infrastructure deployment and code implementation are outside the scope of this skill.

Full audit pipeline for ESG/sustainability where an agent team collaborates to generate environmental, social, and governance assessments along with an integrated report and improvement plan. Use this skill for requests such as 'run an ESG audit', 'write a sustainability report', 'ESG assessment', 'carbon emissions calculation', 'ESG rating diagnosis', 'governance review', 'social responsibility assessment', 'GRI report', 'TCFD disclosure', 'ESG improvement plan', and other ESG/sustainability tasks. Also supports assessment of specific pillars (E/S/G) only or improving existing reports. However, actual on-site audit execution, third-party verification certificate issuance, ESG rating agency score changes, and carbon credit trading are outside the scope of this skill.

ESG materiality assessment matrix. Referenced by the esg-reporter and improvement-planner agents when evaluating ESG issue materiality and setting priorities. Use for 'materiality assessment', 'importance analysis', or 'Materiality Matrix' requests. Stakeholder surveys and external certification are out of scope.

GHG Protocol detailed guide. Referenced by the environmental-analyst agent when calculating and reporting greenhouse gas emissions. Use for 'GHG Protocol', 'carbon emissions', 'Scope 1/2/3', or 'carbon footprint' requests. Carbon credit trading and CDM project execution are out of scope.

Academic citation and reference standards guide. Referenced by the paper-writer and submission-preparer agents when composing citations and references. Use for 'citation format', 'APA', or 'references' requests. Original paper retrieval and professional database access are out of scope.

Full research pipeline for academic paper writing where an agent team collaborates to generate research design, experiment protocols, analysis, manuscript writing, and submission preparation. Use this skill for requests such as 'write an academic paper', 'research paper writing', 'help me write a paper', 'design a study', 'run statistical analysis', 'prepare journal submission', 'manuscript writing', 'research methodology design', 'hypothesis testing', 'academic writing', and other academic research paper tasks. Also supports analysis, rewriting, and submission preparation when existing data or drafts are available. However, actual data collection execution, official IRB submission, journal system login and upload, and running actual statistical software are outside the scope of this skill.

Product copy formula library. Referenced by the detail-page-writer and marketing-manager agents when writing purchase-driving copy. Use for 'product copy', 'marketing copy', or 'ad copy' requests. Ad placement and design mockup creation are out of scope.

Full launch pipeline for e-commerce products where an agent team collaborates to generate product planning, detail pages, pricing strategy, marketing, and CS setup all at once. Use this skill for requests such as 'launch an e-commerce product', 'prepare a product launch', 'register a product on Naver Smart Store', 'launch on Coupang', 'create a detail page', 'develop a pricing strategy', 'create a marketing plan', 'launch prep', 'product planning brief', 'e-commerce CS manual', and other e-commerce product launch tasks. Also supports supplementing pricing/marketing/CS even when existing briefs or detail pages are provided. However, actual platform API integration (automated product registration), payment system development, logistics system integration, and real-time order management are outside the scope of this skill.

Purchase conversion optimization framework. Referenced by the detail-page-writer and pricing-strategist agents when designing detail pages and pricing with a conversion focus. Use for 'conversion rate optimization', 'CRO', or 'purchase psychology' requests. A/B testing tool setup and funnel automation are out of scope.

Real estate investment analysis pipeline. An agent team collaborates to produce market research, location analysis, profitability analysis, risk assessment, and investment reports. Use this skill for requests such as 'analyze this real estate', 'apartment investment analysis', 'studio apartment yield', 'real estate market research', 'location analysis', 'real estate investment report', 'buy vs lease', 'reconstruction investment analysis', 'commercial property yield analysis', and other general real estate investment analysis tasks. Actual purchase contracts, brokerage services, interior design, and property management are outside the scope of this skill.

Location scoring scorecard. Referenced by the location-analyst agent for systematic real estate location evaluation. Use for requests involving 'location analysis', 'location assessment', or 'commercial area analysis'. On-site inspections and surveying are out of scope.