Business & Operations

Methodology for systematically designing KPI trees (metric hierarchy) and defining drill-down structures. Use this skill for 'build a KPI tree', 'metric hierarchy design', 'drill-down structure', 'KPI decomposition', 'performance metrics framework', 'revenue decomposition tree', and other KPI system design tasks. Note: actual database query optimization and real-time monitoring infrastructure construction are outside the scope of this skill.

Full pipeline where an agent team collaborates to generate data warehouse design, KPI definitions, visualizations, and automated reports for a BI dashboard. Use this skill for requests like 'build me a BI dashboard', 'dashboard design', 'define KPIs', 'executive reporting dashboard', 'data visualization design', 'report automation', 'data warehouse design', 'build a KPI tree', 'sales dashboard', 'performance metrics framework', and other BI dashboard construction tasks. Also supports visualiz...

Full pipeline for building web scraping systems with agent team collaboration. Use this skill for requests like 'build a web scraper', 'develop a crawler', 'collect site data', 'web crawling system', 'build a scraper', 'data collection automation', 'site parsing', 'web data extraction', etc. Also supports target-analysis-only mode for specific site analysis. Note: real-time streaming data processing (Kafka/Flink), browser automation testing (Selenium testing), and website performance monitori...

Sentiment lexicon construction, ABSA (Aspect-Based Sentiment Analysis) design, sentiment score calibration, and domain-specific sentiment analysis methodology guide. Use this skill for requests involving 'sentiment lexicon', 'sentiment analysis model', 'ABSA', 'aspect-based sentiment', 'sentiment score', 'polarity lexicon', 'domain sentiment', 'emotion classification', etc. Enhances the sentiment analysis capabilities of the sentiment-analyzer agent. Note: text preprocessing and report writin...

ML model selection matrix by problem type, hyperparameter tuning strategies, and ensemble methodology guide. Use this skill for ML model selection and design involving 'model selection', 'algorithm comparison', 'hyperparameter tuning', 'Optuna', 'ensemble', 'XGBoost vs LightGBM', 'model comparison', 'cross-validation', etc. Enhances the model-designer and evaluation-analyst's model design capabilities. Note: data preprocessing and training infrastructure management are outside this skill's sc...

Feature engineering techniques catalog: numeric/categorical/time-series/text transformations, feature selection, feature store design. Use this skill for data preprocessing and feature design involving 'feature engineering', 'variable transformation', 'encoding', 'scaling', 'feature selection', 'feature store', 'feature importance', etc. Enhances the data-engineer's feature engineering capabilities. Note: model design and training management are outside this skill's scope.

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Calculation models and business impact matrices for quantitatively assessing incident impact based on SLA/SLO. Use this skill for 'SLA impact', 'SLO violation', 'impact assessment', 'revenue loss estimation', 'error budget', 'availability calculation', 'incident cost assessment', and other tasks quantifying the business impact of incidents. Enhances the impact assessment capabilities of impact-assessor. Note: incident cause analysis and remediation planning are outside the scope of this skill.

Implementation guide and selection matrix for core distributed system patterns (Saga, CQRS, Circuit Breaker, Event Sourcing, etc.). Use this skill for 'distributed transactions', 'Saga pattern', 'CQRS', 'circuit breaker', 'event sourcing', 'distributed patterns', 'compensating transactions', 'eventual consistency', and other distributed system pattern applications. Enhances the distributed system design capabilities of communication-designer and service-architect. Note: infrastructure setup a...

Detailed implementation guide for the Strangler Fig pattern and related migration patterns for incrementally replacing legacy systems. Use this skill for 'strangler fig', 'incremental migration', 'refactoring patterns', 'branch by abstraction', 'parallel run', 'gradual replacement', 'migration pattern selection', and other legacy migration pattern applications. Enhances pattern selection and implementation for refactoring-strategist and migration-engineer. Note: full team orchestration and pr...

REST API design conventions reference. An extension skill for api-architect that provides URL naming, HTTP method mapping, status code selection, pagination/filtering/sorting patterns, HATEOAS, and versioning strategies. Use when designing RESTful APIs involving 'REST conventions', 'URL design', 'HTTP status codes', 'pagination', 'API versioning', 'HATEOAS', etc. Note: GraphQL design and actual server implementation are outside the scope of this skill.

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A full production pipeline where an agent team collaborates to perform e-book manuscript editing, proofreading, cover design, metadata setup, and distribution preparation all at once. Use this skill for 'publish my e-book,' 'edit my manuscript,' 'create a book cover,' 'e-book metadata,' 'book proofreading,' 'self-publishing preparation,' 'e-book distribution,' 'manuscript review,' 'ebook production,' and all other aspects of e-book publishing. Also supports cover creation or metadata setup wh...

A specialized skill for the metadata-manager agent covering e-book metadata SEO. Provides BISAC/KDC classification, keyword optimization, bookstore-specific description strategies, pricing psychology, and platform-specific distribution settings. Use for 'metadata,' 'book classification,' 'keywords,' 'e-book distribution,' and similar topics.

Patent valuation framework. Referenced by the ip-analyst and license-strategist agents when calculating the economic value of IP assets. Use for 'patent value', 'IP valuation', or 'royalty calculation' requests. Legal patent infringement assessment and litigation representation are out of scope.

Full IP management pipeline for intellectual property portfolio management where an agent team collaborates to generate IP status analysis, patent/trademark/copyright mapping, renewal schedules, license strategies, and protection strategy reports. Use this skill for requests such as 'manage IP portfolio', 'patent portfolio analysis', 'trademark management', 'develop IP strategy', 'patent renewal schedule', 'license strategy', 'IP protection strategy', 'intellectual property status analysis', ...

IP landscape analysis guide. Referenced by the patent-mapper and protection-advisor agents when analyzing technology-specific patent landscapes and developing strategies. Use for 'IP landscape', 'patent map', or 'technology trends' requests. Patent filing services and patent search database access are out of scope.

A full production pipeline where an agent team collaborates to generate documentary research, treatments, interview questions, and narration scripts all at once. Use this skill for 'plan a documentary,' 'create a documentary treatment,' 'documentary research,' 'create interview questions,' 'write a narration script,' 'investigative reporting plan,' 'documentary scenario,' and all other aspects of documentary production. Also supports treatment writing or narration scripting when existing rese...

A full branding pipeline where an agent team collaborates to design brand identity all at once, from naming through slogans, tone and manner, and visual guidelines. Use this skill for 'create a brand,' 'brand identity design,' 'brand naming,' 'create a slogan,' 'brand guidelines,' 'logo concept,' 'tone and manner design,' 'brand strategy,' and all other brand identity tasks. Also supports slogan/visual design when an existing brand name is provided. Note: actual logo file production (.ai, .sv...

A full narrative pipeline where an agent team collaborates to design game story, quests, dialogue, and branching scenarios all at once. Use this skill for 'create a game scenario,' 'game story design,' 'quest design,' 'game dialogue writing,' 'branching scenarios,' 'world-building,' 'NPC dialogue,' 'game scenario branching,' 'interactive story,' and all other aspects of game narrative design. Also supports quest/dialogue/branch design when existing world-building or story is provided. Note: g...

Email deliverability optimization skill used by the Editor-in-Chief and analyst agents. Provides spam filter avoidance, technical authentication, content filtering rules, and list hygiene management methodologies. Use for 'deliverability,' 'spam filters,' 'email authentication,' 'send optimization,' and similar requests.