Claude Skills by chodolmu

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 gener...

A skill for analyzing website anti-bot defense mechanisms and developing legitimate evasion strategies. Use for requests like 'analyze anti-bot defenses', 'bot blocking bypass', 'Cloudflare response', 'CAPTCHA detection', 'rate limit check', etc. Note: developing illegal bypass tools, CAPTCHA auto-solving services, and privacy-violating scraping are outside the scope of this skill.

A skill for systematically generating and validating CSS/XPath selectors for web page data extraction. Use for requests like 'create selectors', 'CSS selectors', 'write XPath', 'data extraction patterns', 'parsing rules', etc. Note: directly operating browser DevTools is outside the scope of this skill.

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...

A pipeline where an agent team systematically creates Architecture Decision Records (ADRs). Use this skill for requests such as 'write an ADR,' 'architecture decision record,' 'document a technical decision,' 'architecture decision record,' 'organize architecture selection rationale,' 'technology stack decision,' 'alternative comparison analysis,' 'tradeoff analysis,' or 'architecture decision history.' Note: actual code migration execution, infrastructure provisioning, and performance test e...

A specialized skill for structuring ADRs in MADR (Markdown Any Decision Record) standard format and systematizing status management. Used by the adr-author and impact-tracker agents when writing standard-format ADR documents and tracking decision history. Automatically applied in contexts involving 'MADR format,' 'ADR template,' 'decision status,' 'ADR numbering system,' or 'decision history.' Note: Git commit hook setup and CI/CD pipeline construction are outside the scope of this skill.

A specialized skill for systematically analyzing quality attributes in architecture decisions and quantifying tradeoffs. Used by the tradeoff-evaluator agent when evaluating tradeoffs between quality attributes such as performance, scalability, and security. Automatically applied in contexts involving 'quality attributes,' 'QA analysis,' '-ility,' 'performance requirements,' 'scalability,' 'security,' or 'CAP theorem.' Note: actual performance test execution and security audits are outside th...

A specialized skill for systematically designing coding practice exercises (Code Kata). Used by the exercise-creator agent to create difficulty-tiered, concept-specific coding exercises with test cases and model solutions. Automatically applied in contexts such as 'coding exercises', 'algorithm problems', 'practice problems', 'kata', 'coding tests', 'programming practice'. However, online judge system integration (LeetCode, HackerRank) and automated grading infrastructure are outside the scop...

A coding education full pipeline. An agent team collaborates to deliver curriculum design, hands-on exercises, code review, projects, and portfolio building. Use this skill for requests like 'I want to learn coding', 'I want to become a developer', 'programming curriculum', 'coding exercises', 'review my code', 'build a portfolio', 'developer job prep', 'bootcamp', 'project planning', 'tech interview prep', and other coding education needs. Existing code or study history can augment the relev...

A specialized skill for systematically supporting developer technical interview preparation. Used by the mentor agent to prepare portfolio-based interview strategies, system design interviews, and behavioral interviews (STAR). Automatically applied in contexts such as 'technical interview', 'coding interview', 'system design', 'STAR interview', 'behavioral interview', 'developer interview prep'. However, conducting live mock interviews and providing company internal information are outside th...

Specialized skill for designing BARS (Behaviorally Anchored Rating Scale) assessment tools. Used by the rubric-designer agent when defining behavioral anchors per competency and designing BEI questions and SJT items. Automatically applied in contexts involving 'BARS,' 'behavioral rating scale,' 'BEI interview,' 'SJT,' 'assessment center,' or 'behavioral anchors.' Actual assessment execution or psychometric validation (factor analysis) is outside the scope of this skill.

Comprehensive competency modeling pipeline. An agent team collaborates to execute the full workflow: job analysis, competency dictionary creation, assessment rubric design, development plan formulation, and competency matrix construction. Use this skill for requests such as 'build a competency model,' 'job analysis,' 'competency dictionary,' 'assessment rubric,' 'competency development plan,' 'competency matrix,' 'KSA analysis,' 'job description,' 'behavioral indicators,' or 'competency asses...

A specialized skill for building KSA (Knowledge, Skill, Ability) taxonomies in job analysis and mapping them to NCS/O*NET standards. Used by the job-analyst and competency-architect agents when writing job descriptions and systematically classifying competencies. Automatically applied in contexts involving 'KSA analysis,' 'job description,' 'NCS,' 'O*NET,' 'task analysis,' or 'competency classification system.' Note: actual NCS system access or HR system data integration is outside the scope ...

A specialized skill that systematically provides the Toulmin argument model, evidence type classification, and rebuttal strategies for debate argumentation. Used by pro-debater and con-debater agents to construct robust arguments and effectively rebut opposing claims. Automatically applied in contexts such as 'argumentation structure', 'Toulmin model', 'argument construction', 'rebuttal strategy', 'evidence types', 'argument strengthening'. However, legal advocacy and academic paper argumenta...

A debate simulation full pipeline. An agent team collaborates to perform topic analysis, pro argument construction, con argument construction, cross-examination, judge evaluation, and comprehensive report writing. Use this skill for requests like 'run a debate simulation', 'build pro and con arguments', 'debate', 'debate preparation', 'argument analysis', 'pro vs con', 'debate topic analysis', 'cross-examination practice', 'debate competition prep', and other debate-related needs. Existing ar...

A specialized skill for identifying and correcting logical fallacies in debates. Used by judge and rapporteur agents to evaluate the logical soundness of both sides' arguments and point out errors. Automatically applied in contexts such as 'logical fallacy', 'fallacy detection', 'sophistry', 'argument evaluation', 'logic verification'. However, formal logic theorem proving and mathematical logic verification are outside the scope of this skill.

A specialized skill for question design and learning level analysis using Bloom's Taxonomy of Educational Objectives. Used by examiner and learning-designer agents when creating questions at various cognitive levels and hierarchizing learning objectives. Automatically applied in contexts such as 'Bloom's Taxonomy', 'cognitive levels', 'question design', 'learning objective classification', 'higher-order thinking'. However, official curriculum certification and school curriculum planning are o...

A specialized skill for systematically classifying error patterns and constructing concept deficit maps. Used by error-analyst and diagnostician agents when analyzing learner error data to diagnose root causes and develop customized remediation strategies. Automatically applied in contexts such as 'error patterns', 'wrong answer analysis', 'concept deficits', 'weakness analysis', 'error types'. However, psychological testing and learning disability diagnosis are outside the scope of this skill.

An exam preparation full pipeline. An agent team collaborates to perform trend analysis, weakness diagnosis, customized study planning, mock exam creation, and error analysis. Use this skill for requests like 'help me prepare for an exam', 'create a mock exam', 'analyze past exams', 'diagnose weaknesses', 'error analysis', 'college entrance prep', 'certification exam', 'civil service exam', 'TOEIC prep', 'create a study plan', and other exam preparation needs. Existing score reports or error ...

A specialized skill for systematizing knowledge base content lifecycle management and quality governance. Used by the maintenance-planner and wiki-builder agents when managing content update cycles, ownership, and quality scores. Automatically applied in contexts involving 'content lifecycle,' 'governance,' 'update cycle,' 'document quality,' or 'knowledge management process.' Note: CMS server operations and automation script deployment are outside the scope of this skill.

A specialized skill for designing the information architecture (IA) of knowledge bases. Used by the taxonomy-designer agent when designing classification systems, navigation, and labeling systems. Automatically applied in contexts involving 'information architecture,' 'IA design,' 'category design,' 'navigation,' 'sitemap,' or 'card sorting.' Note: UX research execution and UI prototyping are outside the scope of this skill.

A pipeline where an agent team builds organizational knowledge management systems. Use this skill for requests such as 'build a knowledge base,' 'wiki setup,' 'knowledge management system,' 'internal wiki,' 'organize team documentation,' 'technical documentation wiki,' 'create onboarding docs,' 'organize organizational knowledge,' or 'build documentation system.' Note: CMS server setup, database installation, and search engine deployment are outside the scope of this skill.

A specialized skill providing CEFR (Common European Framework of Reference) language proficiency assessment matrices and diagnostic tools. Used by the level-assessor agent for precise per-skill level diagnosis and learning gap analysis. Automatically applied in contexts such as 'CEFR level', 'level test', 'language proficiency assessment', 'A1-C2', 'per-skill diagnosis'. However, official exam certification issuance and formal CEFR certification are outside the scope of this skill.

A foreign language learning full pipeline. An agent team collaborates to provide level testing, curriculum design, lesson generation, quizzes, and review management. Use this skill for requests like 'study English', 'learn Japanese', 'learn a foreign language', 'language learning', 'English grammar', 'conversation practice', 'level test', 'vocabulary memorization', 'self-study English', 'beginner Chinese', 'TOEIC preparation', 'English conversation', and other foreign language learning needs....

A specialized skill for designing vocabulary and grammar review schedules using Spaced Repetition algorithms. Used by the review-coach agent to calculate optimal review intervals based on the Ebbinghaus forgetting curve and maximize long-term memory conversion rates. Automatically applied in contexts such as 'spaced repetition', 'Ebbinghaus', 'review schedule', 'forgetting curve', 'SRS', 'Anki method'. However, external app integration (Anki/Quizlet) and real-time notification system construc...

A specialized skill that provides resume keyword strategies and formatting guidelines for passing ATS (Applicant Tracking Systems). Used by the resume-writer agent to create ATS-friendly resumes and maximize JD matching rates. Automatically applied in contexts such as 'ATS optimization', 'resume keywords', 'JD matching', 'resume format', 'applicant tracking system', 'application pass rate', etc. Note: Directly accessing ATS software (Workday, Greenhouse) or handling actual recruitment process...

A specialized skill that provides LinkedIn profile search optimization (SEO) strategies and section-by-section optimization guides. Used by the profile-optimizer agent to maximize LinkedIn profile search visibility and increase recruiter traffic. Automatically applied in contexts such as 'LinkedIn SEO', 'LinkedIn optimization', 'profile search', 'recruiter visibility', 'LinkedIn keywords', 'LinkedIn headline', etc. Note: Directly accessing the LinkedIn API or operating automated networking to...

A pipeline where an agent team systematically performs personal branding. Use this skill for requests such as 'write my resume,' 'personal branding,' 'CV writing,' 'create a portfolio,' 'optimize LinkedIn profile,' 'write a cover letter,' 'organize my career,' 'help with job preparation,' or 'prepare for a job change.' Note: job posting search, interview simulation, and salary negotiation coaching are outside the scope of this skill.

A specialized skill for accurately converting academic citations and references across major styles including APA, MLA, and Chicago. Used by the reference-manager agent when collecting bibliographic information and standardizing formats. Automatically applied in contexts involving 'citation format,' 'APA,' 'MLA,' 'Chicago,' 'references,' 'BibTeX,' or 'bibliography management.' Note: automatic bibliographic extraction from academic databases and Zotero/EndNote software operation are outside th...

A pipeline where an agent team systematically performs academic research assistance. Use this skill for requests such as 'search for papers,' 'literature review,' 'organize research materials,' 'academic research,' 'organize references,' 'prior research analysis,' 'research trend analysis,' 'literature search,' or 'academic note organization.' Note: experiment execution, statistical analysis execution, final paper writing, and journal submission are outside the scope of this skill.

A specialized skill providing PRISMA protocols and literature search strategies for systematic reviews. Used by the literature-searcher and critic-synthesizer agents when systematically searching, screening, and synthesizing academic literature. Automatically applied in contexts involving 'systematic review,' 'PRISMA,' 'literature search strategy,' 'inclusion/exclusion criteria,' or 'Boolean search.' Note: direct access to academic databases (Scopus, WoS) and meta-analysis statistical executi...

A specialized skill that systematically guides academic thesis style, structure, and citation rules. Used by writing-coach and proofreader agents to improve academic writing quality and verify format compliance. Automatically applied in contexts such as 'academic style', 'thesis structure', 'citation format', 'APA style', 'argumentation structure', 'scholarly expression'. However, running plagiarism detection software (Turnitin) and journal submission on behalf of the user are outside the sco...

A specialized skill providing a detailed framework for academic research methodology design. Used by the methodology-expert agent when designing quantitative, qualitative, or mixed-methods research and selecting samples, instruments, and analysis methods. Automatically applied in contexts such as 'research methodology', 'research design', 'sample design', 'measurement instruments', 'validity and reliability', 'statistical analysis methods'. However, running statistical software (SPSS, R) dire...

A thesis writing support full pipeline. An agent team collaborates to perform topic selection, literature review, methodology design, writing, and proofreading. Use this skill for requests like 'help with my thesis', 'find a research topic', 'literature review', 'methodology design', 'write my thesis', 'proofread my thesis', 'dissertation', 'journal submission', 'research design', and other academic thesis writing needs. Existing manuscripts or reference lists can augment the relevant phase. ...

Analyzes muscle activation, joint load, correct form, and alternative exercises for major movements.

A full pipeline where an agent team collaborates to generate everything from goal-based fitness program design to progress tracking templates. Use this skill for requests related to fitness and training programs such as 'create a workout program', 'gym routine', 'strength program', 'diet workout', 'home training', 'weekly workout schedule', 'bulk-up program', 'marathon training', 'workout routine recommendation', 'PPL program', 'bodyweight routine', etc. If an existing program is provided, an...

Periodization design and progressive overload strategy engine for training programs. When 'program-architect' and 'template-builder' agents design programs and create progress tracking templates, they must utilize this skill's periodization models, volume/intensity calculation methods, and deload strategies. Use for 'periodization design', 'progressive overload', 'volume calculation', etc. Note: exercise form explanations and nutrition strategies are outside the scope of this skill.

Selects appropriate substitutes and adjusts cooking methods for dietary restrictions, allergies, and missing ingredients.

An agent team collaborates to generate nutrition analysis → meal design → recipes → grocery list → cooking guide all at once.

Calculates energy requirements, macro distribution, and micronutrient targets based on individual body metrics.

and simulation and basis asset nature example tool. 'investment-advisor' and 'tax-strategist' agent investment revenue simulationand retirement specialist designto do when this skill's official, scenario comparison, retirement goal total must be utilized. ' total', 'asset nature example', 'retirement specialist simulation' etc. However, budget design tax total is outside this skill's scope.

itemsperson financialmanagement A pipeline where an agent team collaborates for comprehensive planning. 'financialmanagement ', 'totaldepartment organization', ' ', 'investment ', 'tax savings method', 'annual optimization', 'retirement preparation', 'budget ', 'savings plan', 're-', 'assetmanagement', 'financialdesign' etc. itemsperson financial before skill usage. existing totaldepartment data case analysisdepartment whenworkto do number . However, actual execution, , tax versus is outside ...

companyproject market scale estimationand revenue model verify market scale totalbasis. 'idea-validator' agent idea marketnature verifyto do when this skill's TAM/SAM/SOM framework, revenue model total, competition analysis matrix must be utilized. 'market scale estimation', 'revenue model verify', 'competition analysis' etc. However, tech stack MVP design is outside this skill's scope.

companyproject basis A pipeline where an agent team collaborates for comprehensive planning. 'companyproject basis', 'company project idea', ' project', 'MVP ', ' reporting ', 'service launch', '1person development', 'indie hacking', 'week project', 'tech stack ', 'company ' etc. companyproject basis before skill usage. existing idea case also tech stack MVP design degreeKRW. However, actual code writing, specialistperson whenplan work, person/from versus is outside this skill's scope.

companyproject tech stack systematicas comparison· decision-making matrix. 'techstack-analyst' agent tech stack comparisonand recommendationto do when this skill's assessment standard, cost total, pattern must be utilized. 'tech stack comparison', 'person cost total', ' ' etc. However, market analysis MVP design is outside this skill's scope.

A color harmony engine for designing interior color palettes. The 'moodboard-designer' and 'style-analyst' agents must use this skill's color theory, palette formulas, and style-specific palette database when composing color palettes and analyzing styles. Used for 'color palette design', 'color harmony', 'color psychology', etc. Furniture selection and budget management are outside this skill's scope.

A full pipeline where an agent team collaborates to generate an interior space concept board all at once. Use this skill for 'interior concept design', 'living room makeover', 'room atmosphere change', 'interior moodboard', 'furniture recommendations', 'space styling', 'color palette design', 'interior budget', 'DIY interior', 'home styling', 'studio interior', 'office interior', and all other space decoration tasks. Also supports item curation and budget management when an existing moodboard...

A layout guide for optimizing furniture placement and spatial traffic flow. The 'item-curator' and 'style-analyst' agents must use this skill's placement rules, dimension standards, and traffic flow design methods when selecting and arranging furniture. Used for 'furniture placement', 'spatial layout', 'traffic flow design', etc. Color design and budget management are outside this skill's scope.

Provides limits, requirements, and optimal combination strategies for income deductions and tax credits.

Income tax calculation by bracket, marginal rate analysis, and tax-saving point identification.