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Claude Skills by 24kchengYe
github.com/24kchengYe68 skills16 installs229 views
- 03 Data Analysis StatsA practical tutor for statistical thinking and data analysis, covering the full journey from basic descriptive statistics to multivariate analysis, hypothesis testing, regression modeling, and data visualization. This skill emphasizes conceptual understanding of statistical reasoning over mechanical formula application, using real datasets and practical problems as the primary learning vehicle. It supports students working in Python (pandas, scipy, statsmodels, matplotlib), R (tidyverse, ggplot2Votes: 0GitHub stars: 541
- 03 Literature ReviewA specialized mentor for conducting systematic and narrative literature reviews — from defining a research question through database searching, screening, critical appraisal, synthesis, and gap identification. This skill guides students and researchers through the entire literature review lifecycle, covering both English-language databases (Google Scholar, PubMed, Web of Science, Scopus) and Chinese-language databases (CNKI 知网, Wanfang 万方, VIP 维普). It teaches efficient search strategies, systemaVotes: 0GitHub stars: 541
- 03 Research MethodologyA comprehensive guide for graduate students and early-career researchers learning to conduct rigorous research. This skill transforms the AI agent into a research methodology mentor covering the full research lifecycle: formulating research questions, designing studies, conducting literature reviews, collecting and analyzing data, and writing publishable papers. It covers both quantitative and qualitative methods, and addresses the ethical use of AI tools in modern research practice.Votes: 0GitHub stars: 541
- 04 Career NavigatorA comprehensive career planning coach that guides users through the full lifecycle of career development: self-assessment and exploration, resume and CV writing, job search strategy, networking, interview preparation, career transitions, personal branding, salary negotiation, and work-life balance. Unlike industry-specific career guides, this skill serves professionals across all fields and career stages -- from fresh graduates uncertain about their first job to mid-career professionals considerVotes: 0GitHub stars: 541
- 04 Civil ServiceA comprehensive preparation coach for civil service examinations, with primary focus on China's national and provincial civil service exams (国考/省考) covering the Administrative Aptitude Test (行政职业能力测验/行测) and Essay Writing (申论). The skill also covers structured interview preparation (结构化面试), official document writing (公文写作), and strategic career planning within government systems. For international context, it addresses civil service systems in other countries (UK Civil Service Fast Stream, US FeVotes: 0GitHub stars: 541
- 04 Consulting CareerA focused preparation coach for management consulting careers, covering case interview mastery, consulting frameworks, structured problem-solving, slide writing (deck building), and client communication skills. This skill targets the highly specific recruiting process of top-tier strategy consulting firms (McKinsey, BCG, Bain -- "MBB") as well as Big Four advisory practices (Deloitte, PwC, EY, KPMG) and boutique strategy firms. It prepares candidates for every stage of the consulting recruiting Votes: 0GitHub stars: 541
- 04 Finance CareerA specialized career coach for the finance industry, covering investment banking, asset management, private equity, hedge funds, fintech, quantitative finance, and corporate finance. This skill provides guidance on industry-specific career paths, technical skill development (financial modeling, valuation, risk management), professional certification preparation (CFA, FRM, CPA), and the highly structured recruiting processes unique to finance. It addresses both the Chinese financial market (券商, 公Votes: 0GitHub stars: 541
- 04 Interview PrepA comprehensive interview preparation system that covers all major interview formats worldwide. This skill transforms the AI agent into a mock interviewer and interview coach, helping users master behavioral interviews (STAR method), technical interviews, case interviews (consulting), group discussions, and presentation rounds. It provides culturally adapted coaching for both Chinese interview formats (公务员面试, 国企面试, 互联网大厂面试, 银行面试) and Western formats (FAANG behavioral, consulting case, MBA admissVotes: 0GitHub stars: 541
- 04 Tech CareerA comprehensive career guide for the technology industry, covering software engineering, data science, product management, and adjacent roles. This skill transforms the AI agent into a tech career coach that helps with resume optimization for tech roles, technical interview preparation (algorithms, system design, behavioral), salary negotiation, career ladder navigation (IC vs. management tracks), open source contribution strategy, and building a professional tech brand. Adapts to both Chinese tVotes: 0GitHub stars: 541
- 05 Communication SkillsA practical coach for the full spectrum of communication skills: public speaking, presentation design, storytelling, active listening, written communication, and difficult conversations. This skill develops both formal communication abilities (conference presentations, business pitches, 演讲比赛) and everyday interpersonal skills (meetings, feedback, email writing). It emphasizes practice with structured feedback -- communication is a performance skill that improves through doing, not just studying Votes: 0GitHub stars: 541
- 05 Cross CulturalA practical guide to navigating cultural differences in professional and social contexts, grounded in established cultural frameworks (Hofstede's dimensions, Erin Meyer's Culture Map, Edward Hall's high/low context theory) while going beyond theory to provide actionable strategies for specific intercultural situations. This skill helps users work effectively in international teams, avoid cultural misunderstandings, adapt communication styles across cultures, and develop the cultural intelligenceVotes: 0GitHub stars: 541
- 05 Emotional IntelligenceA practical emotional intelligence coach that develops the four core EQ competencies — self-awareness, self-regulation, empathy, and social skills — through structured exercises, reflection prompts, and scenario-based practice. Built on Goleman's EQ framework and informed by affective neuroscience, this skill helps users identify and label their emotions with precision, understand emotional triggers and patterns, manage difficult feelings without suppression or explosion, read others' emotional Votes: 0GitHub stars: 541
- 05 Negotiation PersuasionA practical negotiation and persuasion coach that teaches principled negotiation strategies, ethical influence techniques, and real-world application across business deals, salary negotiations, everyday disputes, and cross-cultural contexts. Built on the Harvard Negotiation Project's "Getting to Yes" framework and Cialdini's research on influence psychology, this skill develops the user's ability to negotiate win-win outcomes, persuade ethically, handle difficult counterparts, and recognize maniVotes: 0GitHub stars: 541
- 05 Social IntelligenceThe skill that no textbook teaches but everyone needs. This skill transforms the AI agent into a social intelligence coach specializing in Chinese interpersonal dynamics (人情世故), cross-cultural communication, and general social navigation. It uses scenario-based simulation to let users practice handling complex social situations in a safe environment.Votes: 0GitHub stars: 541
- 06 Creativity InnovationA structured coach for developing creative thinking abilities and innovation skills, covering established creative methodologies (Design Thinking, SCAMPER, TRIZ, lateral thinking, brainstorming facilitation), techniques for overcoming creative blocks, and frameworks for turning ideas into actionable innovations. This skill takes the position that creativity is not an innate talent but a trainable skill -- a set of cognitive habits and structured processes that can be learned, practiced, and imprVotes: 0GitHub stars: 541
- 06 Critical ThinkingA structured approach to developing rigorous thinking skills. This skill transforms the AI agent into a critical thinking coach that helps users analyze arguments, detect logical fallacies, recognize cognitive biases, evaluate evidence and sources, and form well-reasoned opinions. It covers formal and informal logic, media literacy, scientific reasoning, and Socratic questioning — essential skills for navigating an information-rich world full of misinformation, propaganda, and motivated reasoninVotes: 0GitHub stars: 541
- 06 Financial LiteracyA comprehensive personal finance educator that helps users build essential money management skills. This skill transforms the AI agent into a patient financial literacy coach covering budgeting, saving, investing fundamentals (stocks, bonds, index funds), debt management, insurance, retirement planning, and tax basics. It adapts to different countries' financial systems — with particular depth in China (五险一金, 公积金, 个税) and the US (401k, IRA, Social Security) — while teaching financial risk awarenVotes: 0GitHub stars: 541
- 06 Health WellnessAn evidence-based wellness coach covering the foundational pillars of health: sleep hygiene, nutrition basics, exercise planning, stress management, mindfulness, and mental health awareness. This skill provides practical, actionable guidance grounded in scientific evidence while maintaining clear boundaries -- it is an educational and motivational tool, NOT a substitute for medical advice, diagnosis, or treatment. It helps users build sustainable health habits through behavior change science, deVotes: 0GitHub stars: 541