SKILLs技能

Implement and select ad bidding strategies from manual CPC to automated target-CPA and target-ROAS. ...

演算法技能：Ad Bidding Strategies 分析與應用。

Optimize advertising budget allocation across campaigns using marginal returns analysis. Use this sk...

演算法技能：Ad Budget Allocation Optimization 分析與應用。

Build CTR prediction models for estimating ad click-through rates from features. Use this skill when...

演算法技能：CTR Prediction Model 分析與應用。

Implement Generalized Second Price auction for ad slot allocation and pricing. Use this skill when t...

演算法技能：Generalized Second Price Auction 分析與應用。

Implement VCG mechanism for incentive-compatible ad slot allocation with truthful bidding. Use this ...

演算法技能：VCG Mechanism (Vickrey-Clarke-Groves) 分析與應用。

Explain blockchain fundamentals including distributed ledger architecture, consensus mechanisms, and...

演算法技能：Blockchain Fundamentals 分析與應用。

Design and implement smart contracts as self-executing programmatic agreements on blockchain. Use th...

演算法技能：Smart Contracts 分析與應用。

Implement BM25 ranking function for e-commerce product search relevance scoring. Use this skill when...

演算法技能：BM25 Ranking Function 分析與應用。

Design multi-objective e-commerce product ranking combining relevance, conversion, and business metr...

演算法技能：E-Commerce Product Ranking 分析與應用。

Optimize e-commerce search relevance across the full pipeline from query understanding to result pre...

演算法技能：E-Commerce Search Relevance 分析與應用。

Build ARIMA models for time series forecasting with trend and seasonality decomposition. Use this sk...

演算法技能：ARIMA Time Series Model 分析與應用。

Combine multiple forecasting models into ensemble predictions for improved accuracy. Use this skill ...

演算法技能：Ensemble Forecasting 分析與應用。

Apply exponential smoothing methods for time series forecasting with weighted moving averages. Use t...

演算法技能：Exponential Smoothing 分析與應用。

Build forecasting models with Meta's Prophet for business time series with holidays and changepoints...

演算法技能：Prophet Forecasting 分析與應用。

Conduct compensation benchmarking analysis to position salaries against market data. Use this skill ...

演算法技能：Compensation Benchmarking 分析與應用。

Implement Gale-Shapley stable matching algorithm for two-sided matching problems. Use this skill whe...

演算法技能：Gale-Shapley Stable Matching 分析與應用。

Build employee turnover prediction models to identify flight risk and retention drivers. Use this sk...

演算法技能：Employee Turnover Prediction 分析與應用。

Calculate Cpk process capability index to assess whether a process meets specification requirements....

演算法技能：Cpk Process Capability Index 分析與應用。

Design and analyze factorial experiments to identify significant process factors and optimize settin...

演算法技能：Design of Experiments (DOE) 分析與應用。

Conduct FMEA to systematically identify, prioritize, and mitigate potential failure modes. Use this ...

演算法技能：FMEA (Failure Mode and Effects Analysis) 分析與應用。

Implement Statistical Process Control charts to monitor production process stability. Use this skill...

演算法技能：Statistical Process Control 分析與應用。

Calculate network centrality metrics to identify important nodes in graphs. Use this skill when the ...

演算法技能：Network Centrality Metrics 分析與應用。

Implement Louvain community detection to discover densely connected groups in networks. Use this ski...

演算法技能：Louvain Community Detection 分析與應用。

Solve the influence maximization problem to select optimal seed nodes for maximum information spread...

演算法技能：Influence Maximization 分析與應用。

Implement LDA topic modeling to discover latent topics in document collections. Use this skill when ...

演算法技能：LDA Topic Modeling 分析與應用。

Implement Named Entity Recognition to identify and classify entities in text. Use this skill when th...

演算法技能：Named Entity Recognition 分析與應用。

Calculate text similarity using lexical and semantic methods for matching and deduplication. Use thi...

演算法技能：Text Similarity 分析與應用。

Implement text summarization using extractive and abstractive approaches. Use this skill when the us...

演算法技能：Text Summarization 分析與應用。

Design bundle pricing strategies using pure bundling, mixed bundling, and consumer surplus analysis....

演算法技能：Bundle Pricing Strategy 分析與應用。

Run conjoint analysis to measure how product attributes drive consumer preferences and willingness t...

演算法技能：Conjoint Analysis 分析與應用。

Implement dynamic pricing strategies that adjust prices in real-time based on demand, time, and comp...

演算法技能：Dynamic Pricing 分析與應用。

Calculate price elasticity of demand to quantify how price changes affect sales volume. Use this ski...

演算法技能：Price Elasticity of Demand 分析與應用。

Conduct Van Westendorp Price Sensitivity Meter analysis to identify acceptable price ranges. Use thi...

演算法技能：Van Westendorp Price Sensitivity Meter 分析與應用。

Apply Bayesian averaging to rank items by combining observed ratings with prior expectations. Use th...

演算法技能：Bayesian Average Rating 分析與應用。

Implement Elo rating system to rank items or players from pairwise comparison outcomes. Use this ski...

演算法技能：Elo Rating System 分析與應用。

Implement TrueSkill rating system for multiplayer and team-based competitive ranking. Use this skill...

演算法技能：TrueSkill Rating System 分析與應用。

Calculate Wilson Score confidence intervals for ranking items by positive proportion with sample siz...

演算法技能：Wilson Score Ranking 分析與應用。

Implement collaborative filtering for recommendations based on user behavior patterns. Use this skil...

演算法技能：Collaborative Filtering 分析與應用。

Implement content-based recommendation by matching item features to user preference profiles. Use th...

演算法技能：Content-Based Recommendation 分析與應用。

Design hybrid recommendation systems combining multiple strategies for improved accuracy. Use this s...

演算法技能：Hybrid Recommendation System 分析與應用。

Implement matrix factorization to decompose user-item interaction matrices into latent factor repres...

演算法技能：Matrix Factorization 分析與應用。

Implement session-based recommendation from short-term user behavior sequences without long-term pro...

演算法技能：Session-Based Recommendation 分析與應用。

Calculate Altman Z-Score to predict corporate bankruptcy probability from financial ratios. Use this...

演算法技能：Altman Z-Score 分析與應用。

Apply Benford's Law to detect anomalies in numerical datasets by analyzing first-digit frequency dis...

演算法技能：Benford's Law Analysis 分析與應用。

Build credit scoring models to predict default probability from borrower characteristics. Use this s...

演算法技能：Credit Scoring Model 分析與應用。

Calculate Value at Risk to estimate maximum portfolio loss at a given confidence level. Use this ski...

演算法技能：Value at Risk (VaR) 分析與應用。

Analyze and mitigate the bullwhip effect where demand variability amplifies upstream in supply chain...

演算法技能：Bullwhip Effect Analysis 分析與應用。

Calculate Economic Order Quantity to minimize total inventory cost (ordering + holding). Use this sk...

演算法技能：Economic Order Quantity (EOQ) 分析與應用。

Solve the newsvendor problem for single-period ordering decisions under uncertain demand. Use this s...

演算法技能：Newsvendor Model 分析與應用。

Solve vehicle routing problems to optimize delivery routes under capacity and time constraints. Use ...

演算法技能：Vehicle Routing Problem (VRP) 分析與應用。

Calculate safety stock levels to buffer against demand and lead time uncertainty. Use this skill whe...

演算法技能：Safety Stock Calculation 分析與應用。

Evaluate backlink quality using Domain Authority, Domain Rating, and trust metrics. Use this skill w...

演算法技能：Backlink Quality Assessment 分析與應用。

Execute content SEO strategy from keyword research through content planning, writing, and on-page op...

演算法技能：Content SEO Strategy 分析與應用。

Implement a web crawler pipeline covering URL discovery, fetching, parsing, and storage. Use this sk...

演算法技能：Web Crawler 分析與應用。

Implement PageRank algorithm to compute web page importance scores using the random surfer model. Us...

演算法技能：PageRank Algorithm 分析與應用。

Implement Schema.org structured data markup in JSON-LD format for enhanced search results. Use this ...

實作 Schema.org 結構化資料標記（JSON-LD 格式），提升搜尋結果呈現。

Optimize Core Web Vitals (LCP, INP, CLS) for better search rankings and user experience. Use this sk...

演算法技能：Core Web Vitals Optimization 分析與應用。

Implement TF-IDF scoring to measure term importance relative to a document corpus. Use this skill wh...

演算法技能：TF-IDF 分析與應用。

Calculate and benchmark social media engagement rates across platforms and variants. Use this skill ...

演算法技能：Engagement Rate Calculation 分析與應用。

Measure social media influence using engagement-weighted metrics beyond follower count. Use this ski...

演算法技能：Social Influence Measurement 分析與應用。

Implement VADER sentiment analysis for social media text scoring. Use this skill when the user needs...

演算法技能：VADER Sentiment Analysis 分析與應用。

Model viral spread dynamics using SIR/SIS/SEIR compartmental models. Use this skill when the user ne...

演算法技能：Viral Spread Models 分析與應用。

Apply the Marketing Mix (4P/7P) framework to design tactical marketing decisions across Product, Pri...

商業方法論技能：Marketing Mix: 4P / 7P 分析與應用。

Apply Ansoff Matrix to evaluate growth strategy options across market and product dimensions. Use th...

商業方法論技能：Ansoff Matrix (Growth Strategy) 分析與應用。

Apply BCG Growth-Share Matrix to analyze a product or business unit portfolio for resource allocatio...

商業方法論技能：BCG Growth-Share Matrix 分析與應用。

Apply Blue Ocean Strategy to create uncontested market space through value innovation. Use this skil...

商業方法論技能：Blue Ocean Strategy 分析與應用。

Develop brand positioning strategy including positioning statements, perceptual maps, and brand pers...

商業方法論技能：Brand Positioning 分析與應用。

Perform break-even analysis to determine the sales volume or revenue needed to cover all costs. Use ...

商業方法論技能：Break-Even Analysis 分析與應用。

Apply the Balanced Scorecard (BSC) framework to translate strategy into measurable objectives across...

商業方法論技能：Balanced Scorecard (BSC) 分析與應用。

Calculate and analyze Customer Acquisition Cost (CAC) and Customer Lifetime Value (LTV) to evaluate ...

商業方法論技能：CAC and LTV Analysis 分析與應用。

Map and analyze the customer journey across Awareness, Consideration, Decision, Usage, and Advocacy ...

商業方法論技能：Customer Journey Mapping 分析與應用。

Build Discounted Cash Flow (DCF) valuation models to estimate intrinsic value. Use this skill when t...

商業方法論技能：Discounted Cash Flow (DCF) Valuation 分析與應用。

Apply DuPont Analysis to decompose Return on Equity (ROE) into profitability, efficiency, and levera...

商業方法論技能：DuPont Analysis 分析與應用。

Analyze financial health using ratio categories: profitability, liquidity, leverage, efficiency, and...

商業方法論技能：Financial Ratio Analysis 分析與應用。

Apply Lean and Six Sigma principles to eliminate waste and reduce process variation. Use this skill ...

商業方法論技能：Lean Six Sigma 分析與應用。

Apply PESTEL framework to scan the macro-environment across Political, Economic, Social, Technologic...

商業方法論技能：PESTEL Analysis 分析與應用。

Apply Porter's Five Forces framework to assess industry competitive dynamics and attractiveness. Use...

商業方法論技能：Porter's Five Forces Analysis 分析與應用。

Analyze and design pricing strategies including cost-plus, value-based, competitive, penetration, an...

商業方法論技能：Pricing Strategy 分析與應用。

Apply STP (Segmentation, Targeting, Positioning) framework for market strategy. Use this skill when ...

商業方法論技能：STP: Segmentation, Targeting, Positioning 分析與應用。

Analyze supply chain operations using the SCOR model across Plan, Source, Make, Deliver, and Return ...

商業方法論技能：Supply Chain Analysis (SCOR Model) 分析與應用。

Conduct SWOT analysis with TOWS matrix for strategic planning. Use this skill when the user needs to...

商業方法論技能：SWOT Analysis with TOWS Matrix 分析與應用。

Apply Theory of Constraints (TOC) to identify and manage system bottlenecks. Use this skill when the...

商業方法論技能：Theory of Constraints (TOC) 分析與應用。

Analyze unit economics to evaluate per-unit profitability and business model scalability. Use this s...

商業方法論技能：Unit Economics 分析與應用。

Apply Porter's Value Chain Analysis to identify competitive advantage sources within an organization...

商業方法論技能：Value Chain Analysis 分析與應用。

Measure and optimize customer service performance using CSAT, NPS, CES, First Contact Resolution, an...

客服技能：Customer Service Analytics 分析與應用。

Design conversational AI chatbots including intent recognition, slot filling, dialogue flow, and res...

客服技能：Chatbot Design 分析與應用。

Design push notification and messaging strategies including channel selection, timing optimization, ...

客服技能：Notification Strategy 分析與應用。

Design customer service operations including tiered support (L1/L2/L3), response templates, SLA defi...

客服技能：Customer Service SOP 分析與應用。

Conduct cohort analysis to track user behavior over time, build retention matrices, and compare coho...

數據分析技能：Cohort Analysis 分析與應用。

Design effective data dashboards with proper KPI hierarchy, chart type selection, and interactive fe...

數據分析技能：Dashboard Design 分析與應用。

Interpret the three core financial statements (income statement, balance sheet, cash flow statement)...

數據分析技能：Financial Statement Analysis 分析與應用。

Optimize SQL query performance using EXPLAIN analysis, indexing strategies, and common anti-pattern ...

數據分析技能：SQL Query Optimization 分析與應用。

Analyze e-commerce performance using GA4 metrics, conversion funnel analysis, and key e-commerce KPI...

電商技能：E-Commerce Analytics 分析與應用。

Design conversational commerce experiences across messaging platforms including chatbot flows, produ...

電商技能：Conversational Commerce 分析與應用。

Analyze inventory health using turnover ratios, ABC classification, safety stock calculations, and s...

電商技能：Inventory Health Analysis 分析與應用。

Optimize multilingual product listings for international e-commerce including SEO localization, mach...

電商技能：Multilingual Listing Optimization 分析與應用。

Calculate and analyze promotional ROI including incremental sales lift, margin impact, and promo typ...

電商技能：Promotion ROI Analysis 分析與應用。

Perform RFM (Recency, Frequency, Monetary) customer segmentation from transaction data. Use this ski...

電商技能：RFM Analysis 分析與應用。

Develop e-commerce strategy for Southeast Asian markets including platform selection, payment infras...

電商技能：Southeast Asia E-Commerce Strategy 分析與應用。

Apply behavioral economics concepts including bounded rationality, prospect theory, mental accountin...

經濟學技能：Behavioral Economics 分析與應用。

Analyze business cycle phases (expansion, peak, contraction, trough) and their implications for busi...

經濟學技能：Business Cycle Analysis 分析與應用。

Apply basic game theory concepts including Nash equilibrium, dominant strategies, and the Prisoner's...

經濟學技能：Game Theory Basics 分析與應用。

Interpret macroeconomic indicators including GDP, inflation, unemployment, interest rates, and excha...

經濟學技能：Macroeconomic Indicators 分析與應用。

Analyze market structures across perfect competition, monopolistic competition, oligopoly, and monop...

經濟學技能：Market Structure Analysis 分析與應用。

Apply supply and demand analysis to explain price determination, market equilibrium, and the effects...

經濟學技能：Supply and Demand Analysis 分析與應用。

Summarize and analyze earnings calls (法說會) including financial highlights, management commentary, gu...

金融技能：Earnings Call Summary & Analysis 分析與應用。

Build three-statement financial models (Income Statement, Balance Sheet, Cash Flow) with revenue for...

金融技能：Three-Statement Financial Modeling 分析與應用。

Apply action research through Plan-Act-Observe-Reflect cycles and Participatory Action Research (PAR...

學術研究技能：Action Research 分析與應用。

Apply Affordance Theory (Gibson, 1979; Norman, 1988) to analyze the action possibilities that an art...

學術研究技能：Affordance Theory (Gibson / Norman) 分析與應用。

Apply agenda-setting theory (McCombs & Shaw) to analyze how media salience transfers to public perce...

學術研究技能：Agenda-Setting Theory 分析與應用。

Apply AI ethics frameworks (fairness, accountability, transparency, privacy) to evaluate AI systems ...

學術研究技能：AI Ethics 分析與應用。

Apply organizational ambidexterity theory to balance exploration and exploitation activities. Use th...

學術研究技能：Organizational Ambidexterity: Exploration vs Exploitation 分析與應用。

Apply Actor-Network Theory (Latour, Callon) to trace how human and non-human actors (actants) form n...

學術研究技能：Actor-Network Theory (ANT) 分析與應用。

Apply auction theory to compare the four canonical auction formats and assess revenue equivalence. U...

學術研究技能：Auction Theory: Four Canonical Formats and Revenue Equivalence 分析與應用。

Apply behavioral finance theory to identify systematic investor biases and their impact on asset pri...

學術研究技能：Behavioral Finance 分析與應用。

Apply Bloom's revised taxonomy to classify learning objectives and design assessments across six cog...

學術研究技能：Bloom's Revised Taxonomy 分析與應用。

Apply the Born Global framework to analyze firms that internationalize rapidly from inception under ...

學術研究技能：Born Global: Resource-Constrained Rapid Internationalization 分析與應用。

Apply brand equity frameworks (Aaker, 1991; Keller, 1993) to assess and build customer-based brand v...

學術研究技能：Brand Equity 分析與應用。

Apply Moore's business ecosystem framework to analyze how firms co-evolve through four stages (birth...

學術研究技能：Business Ecosystems (Moore) 分析與應用。

Apply the Capital Asset Pricing Model (CAPM) to estimate expected returns and assess risk-return tra...

學術研究技能：Capital Asset Pricing Model (CAPM) 分析與應用。

Apply Complex Adaptive Systems theory to analyze phenomena exhibiting emergence, self-organization, ...

學術研究技能：Complex Adaptive Systems (CAS) 分析與應用。

Apply case study research design (Yin) to investigate how and why questions within real-life context...

學術研究技能：Case Study Research (Yin) 分析與應用。

Apply Consumer Culture Theory to analyze consumption as a cultural practice shaped by identity, mark...

學術研究技能：Consumer Culture Theory (CCT) 分析與應用。

Apply Cognitive Load Theory to optimize instructional design by managing intrinsic, extraneous, and ...

學術研究技能：Cognitive Load Theory (CLT) 分析與應用。

Apply constructivist learning theory to design instruction based on active knowledge construction, s...

學術研究技能：Constructivism 分析與應用。

Apply contract theory to design incentive-compatible agreements under moral hazard and adverse selec...

學術研究技能：Contract Theory: Moral Hazard, Adverse Selection, and Incentive Design 分析與應用。

Apply the Co-opetition Value Net framework (Brandenburger and Nalebuff, 1996) to map cooperative and...

學術研究技能：Co-opetition: The Value Net (Brandenburger & Nalebuff, 1996) 分析與應用。

Apply Bhaskar's critical realism to analyze phenomena through three ontological domains (real, actua...

學術研究技能：Critical Realism (Bhaskar) 分析與應用。

Apply cultivation theory (Gerbner) to analyze how long-term media exposure shapes worldviews. Use th...

學術研究技能：Cultivation Theory 分析與應用。

Apply Porter's Diamond Model to analyze national competitive advantage for a specific industry. Use ...

學術研究技能：Diamond Model (Porter, 1990): National Competitive Advantage 分析與應用。

Apply Difference-in-Differences (DID) to estimate causal treatment effects by comparing changes in o...

學術研究技能：雙重差分法 (Difference-in-Differences) 分析與應用。

Apply the three-level framework of digital transformation — Digitization, Digitalization, and Digita...

學術研究技能：Digital Transformation: Digitization, Digitalization, and DX 分析與應用。

Apply Christensen's Disruptive Innovation theory to assess low-end and new-market threats to incumbe...

學術研究技能：Disruptive Innovation (Christensen, 1997) 分析與應用。

Apply dual-process theory to diagnose whether judgments arise from fast intuitive (System 1) or slow...

學術研究技能：Dual-Process Theory 分析與應用。

Apply the Elaboration Likelihood Model to design persuasion strategies by matching message type to a...

學術研究技能：Elaboration Likelihood Model (ELM) 分析與應用。

Apply Granovetter's embeddedness theory to analyze how economic behavior is embedded in ongoing soci...

學術研究技能：Embeddedness Theory (Granovetter) 分析與應用。

Apply the Efficient Market Hypothesis (Fama, 1970) to evaluate information incorporation in asset pr...

學術研究技能：Efficient Market Hypothesis (EMH) 分析與應用。

Apply ethnographic methods including prolonged engagement, participant observation, thick descriptio...

學術研究技能：Ethnography 分析與應用。

Apply event study methodology to measure abnormal returns and cumulative abnormal returns (CAR) arou...

學術研究技能：事件研究法 (Event Study) 分析與應用。

Apply the Fama-French three-factor model to decompose asset returns into market, size, and value fac...

學術研究技能：Fama-French Three-Factor Model 分析與應用。

Apply Bourdieu's field theory to analyze power relations through the interplay of field, capital, an...

學術研究技能：Bourdieu's Field Theory 分析與應用。

Apply flow theory to diagnose optimal experience conditions and design environments that balance cha...

學術研究技能：Flow Theory 分析與應用。

Apply framing theory to analyze how selection, emphasis, and exclusion shape interpretation of issue...

學術研究技能：Framing Theory 分析與應用。

Apply governance theory to analyze multi-level, network, and collaborative governance arrangements b...

學術研究技能：Governance Theory 分析與應用。

Apply Grounded Theory (Glaser and Strauss) to build theory inductively from qualitative data through...

學術研究技能：Grounded Theory (Glaser & Strauss) 分析與應用。

Apply Hierarchical Linear Modeling (HLM) to analyze nested data structures with random intercepts an...

學術研究技能：階層線性模型 (Hierarchical Linear Modeling) 分析與應用。

Apply information economics to diagnose and remedy market failures caused by asymmetric information....

學術研究技能：Information Economics: Adverse Selection, Moral Hazard, and Signaling 分析與應用。

Apply the Bass Diffusion Model (1969) to forecast innovation adoption using innovation and imitation...

學術研究技能：Bass Diffusion Model 分析與應用。

Apply the DeLone and McLean Information Systems Success Model to evaluate IS effectiveness through s...

學術研究技能：IS Success Model (DeLone & McLean) 分析與應用。

Apply mechanism design (reverse game theory) to engineer incentive-compatible rules for allocation p...

學術研究技能：Mechanism Design: Reverse Game Theory and Incentive Compatibility 分析與應用。

Apply meta-analysis to synthesize effect sizes across multiple studies, assess heterogeneity, and ev...

學術研究技能：後設分析 (Meta-Analysis) 分析與應用。

Design and conduct mixed methods research using convergent, explanatory sequential, or exploratory s...

學術研究技能：Mixed Methods Research 分析與應用。

Apply the Modigliani-Miller theorem to analyze capital structure decisions and identify when financi...

學術研究技能：Modigliani-Miller Theorem 分析與應用。

Apply narrative research methods to understand human experience through stories, analyzing narrative...

學術研究技能：Narrative Research 分析與應用。

Apply network economics to analyze markets with network effects, critical mass dynamics, and platfor...

學術研究技能：Network Economics: Network Effects, Critical Mass, Lock-In, and Standards Wars 分析與應用。

Apply Dunning's OLI Paradigm (Eclectic Theory) to evaluate foreign direct investment decisions based...

學術研究技能：OLI Paradigm (Dunning, 1977): Eclectic Theory of FDI 分析與應用。

Apply organizational ecology (Hannan and Freeman) to analyze population-level dynamics of organizati...

學術研究技能：Organizational Ecology (Hannan & Freeman) 分析與應用。

Apply panel data analysis with fixed effects, random effects, and dynamic GMM to exploit longitudina...

學術研究技能：追蹤資料分析 (Panel Data Analysis) 分析與應用。

Apply Kuhn's paradigm theory to analyze scientific progress through the cycle of normal science, ano...

學術研究技能：Paradigm Theory (Kuhn) 分析與應用。

Apply Smith and Lewis's paradox theory to identify and manage organizational tensions across perform...

學術研究技能：Paradox Theory (Smith & Lewis) 分析與應用。

Apply pecking order theory (Myers and Majluf, 1984) to analyze how information asymmetry drives fina...

學術研究技能：Pecking Order Theory 分析與應用。

Apply phenomenological methods including bracketing (epoche), lived experience inquiry, and Interpre...

學術研究技能：Phenomenology 分析與應用。

Apply platform economics to analyze network effects, solve chicken-and-egg problems, and design mult...

學術研究技能：Platform Economics: Network Effects and Multi-Sided Markets 分析與應用。

Apply Partial Least Squares SEM (PLS-SEM) with reflective and formative measurement models to maximi...

學術研究技能：PLS-SEM 偏最小平方法結構方程模型 分析與應用。

Apply Kingdon's multiple streams framework to analyze how problems, policies, and politics converge ...

學術研究技能：Multiple Streams Framework 分析與應用。

Apply pragmatist philosophy (Peirce, James, Dewey) to frame knowledge as instrumental for action, ev...

學術研究技能：Pragmatism 分析與應用。

Apply public choice theory to analyze political decision-making as rational self-interested behavior...

學術研究技能：Public Choice Theory: Rational Politics, Rent-Seeking, and Government Failure 分析與應用。

Apply real options analysis to value managerial flexibility embedded in investment decisions. Use th...

學術研究技能：Real Options 分析與應用。

Apply Service-Dominant Logic (Vargo and Lusch, 2004) and value co-creation principles to reframe exc...

學術研究技能：Service-Dominant Logic (S-D Logic) 分析與應用。

Apply Self-Determination Theory to analyze motivation quality along the autonomy continuum and desig...

學術研究技能：Self-Determination Theory (SDT) 分析與應用。

Apply Structural Equation Modeling (SEM) to test hypothesized causal structures by combining measure...

學術研究技能：SEM 結構方程模型 分析與應用。

Apply Weick's sensemaking theory to analyze how individuals and organizations construct meaning from...

學術研究技能：Weick's Sensemaking Theory 分析與應用。

Apply the SERVQUAL model (Parasuraman, Zeithaml, and Berry, 1988) to measure service quality gaps ac...

學術研究技能：SERVQUAL Model 分析與應用。

Apply signaling theory (Spence, 1973) to analyze how agents communicate private information through ...

學術研究技能：Signaling Theory 分析與應用。

Apply social capital theory (Putnam, Coleman, Bourdieu, Burt) to analyze how network structures and ...

學術研究技能：Social Capital Theory 分析與應用。

Apply Social Identity Theory to analyze how group categorization, identification, and intergroup com...

學術研究技能：Social Identity Theory (SIT) 分析與應用。

Apply Sociotechnical Systems Theory to analyze and design work systems through joint optimization of...

學術研究技能：Sociotechnical Systems Theory (STS) 分析與應用。

Apply spiral of silence theory (Noelle-Neumann) to analyze how perceived opinion climate suppresses ...

學術研究技能：Spiral of Silence 分析與應用。

Apply Agency Theory (Jensen and Meckling, 1976) to diagnose principal-agent problems — moral hazard,...

學術研究技能：Agency Theory 分析與應用。

Apply the Dynamic Capabilities framework (Teece et al., 1997) — sensing, seizing, and transforming —...

學術研究技能：Dynamic Capabilities 分析與應用。

Apply Institutional Theory (DiMaggio and Powell, 1983) to analyze how coercive, mimetic, and normati...

學術研究技能：Institutional Theory 分析與應用。

Apply the Knowledge-Based View (Grant, 1996) and Nonaka and Takeuchi's SECI model to analyze how org...

學術研究技能：Knowledge-Based View (KBV) 分析與應用。

Apply the Resource-Based View (Barney, 1991) and VRIO framework to evaluate whether a firm's resourc...

學術研究技能：Resource-Based View (RBV) 分析與應用。

Apply Stakeholder Theory (Freeman, 1984) and the Mitchell et al. (1997) salience model to identify, ...

學術研究技能：Stakeholder Theory 分析與應用。

Apply Transaction Cost Economics (Williamson, 1975, 1985) to analyze governance structure choices — ...

學術研究技能：Transaction Cost Economics (TCE) 分析與應用。

Apply Upper Echelons Theory (Hambrick and Mason, 1984) to analyze how top management team characteri...

學術研究技能：Upper Echelons Theory 分析與應用。

Apply Giddens' structuration theory to analyze the duality of structure — how social structures are ...

學術研究技能：Structuration Theory (Giddens) 分析與應用。

Apply rigorous survey design principles including construct operationalization, Likert scale develop...

學術研究技能：問卷設計 (Survey Design) 分析與應用。

Apply sustainability frameworks (triple bottom line, SDGs, ESG, circular economy) to evaluate whethe...

學術研究技能：Sustainability 分析與應用。

Conduct a systematic literature review following the PRISMA framework with explicit search strategy,...

學術研究技能：Systematic Literature Review (PRISMA) 分析與應用。

Apply the Technology Acceptance Model (Davis, 1989) and Unified Theory of Acceptance and Use of Tech...

學術研究技能：Technology Acceptance Model (TAM) and UTAUT 分析與應用。

Apply the TPACK framework to evaluate and design technology-integrated instruction at the intersecti...

學術研究技能：TPACK Framework 分析與應用。

Apply the Theory of Planned Behavior to predict behavioral intentions from attitudes, subjective nor...

學術研究技能：Theory of Planned Behavior (TPB) 分析與應用。

Apply the Uppsala Internationalization Model to analyze gradual foreign market entry based on psychi...

學術研究技能：Uppsala Internationalization Model (Johanson & Vahlne, 1977) 分析與應用。

Apply structured critical thinking — identifying claims, evidence, reasoning chains, hidden assumpti...

人文技能：Critical Thinking Framework 分析與應用。

Apply Hegelian dialectics (thesis-antithesis-synthesis) to analyze contradictions and generate highe...

人文技能：Dialectical Analysis 分析與應用。

Apply discourse analysis to examine how language constructs meaning, power relationships, and social...

人文技能：Discourse Analysis 分析與應用。

Apply ethical frameworks — deontology, utilitarianism, virtue ethics, and justice theory — to analyz...

人文技能：Ethical Analysis 分析與應用。

Use historical analogies to inform strategic decisions by identifying structural similarities and di...

人文技能：Historical Analogy 分析與應用。

Apply narrative structure and storytelling techniques for brand, business, and communication context...

人文技能：Narrative & Storytelling 分析與應用。

Apply classical rhetoric — Ethos, Pathos, Logos — to analyze persuasive communication and craft effe...

人文技能：Rhetoric: The Art of Persuasion 分析與應用。

Apply Socratic questioning — systematic inquiry via clarification, assumption-probing, evidence-test...

人文技能：Socratic Questioning 分析與應用。

Evaluate source credibility using primary/secondary classification, internal/external criticism, tri...

人文技能：Source Criticism 分析與應用。

Analyze contract fundamentals including formation requirements (offer, acceptance, consideration), e...

法律技能：Contract Analysis 分析與應用。

Analyze data privacy compliance requirements under GDPR, Taiwan's Personal Data Protection Act (PDPA...

法律技能：Data Privacy Compliance (GDPR & Taiwan PDPA) 分析與應用。

Analyze intellectual property rights across patents, trademarks, copyrights, and trade secrets. Use ...

法律技能：Intellectual Property Analysis 分析與應用。

Apply IRAC (Issue, Rule, Application, Conclusion) method for structured legal analysis. Use this ski...

法律技能：IRAC Legal Analysis Method 分析與應用。

Analyze Taiwan labor law fundamentals under the Labor Standards Act including working hours, overtim...

法律技能：Taiwan Labor Law (Labor Standards Act) 分析與應用。

Use when writing financial news — earnings, IPO/M&A, regulatory changes, industry trends — from tran...

媒體技能：Business & Finance News Reporting 分析與應用。

Use when the user wants to write a culture-and-arts news piece — exhibition coverage, performance re...

媒體技能：Culture & Arts Reporting 分析與應用。

Use when the user wants to write an education news piece — school policy, research findings, student...

媒體技能：Education News Reporting 分析與應用。

Use when writing entertainment news — reviews, box office analysis, streaming reports, festival cove...

媒體技能：Entertainment News Reporting 分析與應用。

Use when writing a medical or health news story — clinical research breakthroughs, public health ale...

媒體技能：Medical & Health News Reporting 分析與應用。

Use when writing an international news piece — foreign affairs, diplomatic coverage, cross-border co...

媒體技能：International News Reporting 分析與應用。

Use when the user wants to turn raw material — transcripts, interviews, event notes, data, direct qu...

媒體技能：News Reporter — Professional News Writing 分析與應用。

Use when the user wants to write a political news piece — election coverage, legislative reporting, ...

媒體技能：Political News Reporting 分析與應用。

Use when the user wants to write a sports news piece — game recaps, athlete profiles, league/rule ch...

媒體技能：Sports News Reporting 分析與應用。

Apply structured decision analysis using decision matrices, decision trees, expected value, and mult...

思維框架技能：Decision Analysis 分析與應用。

Apply first principles thinking to break problems down to fundamental truths and reason up from ther...

思維框架技能：First Principles Thinking 分析與應用。

Apply a latticework of mental models from multiple disciplines to improve decision quality. Use this...

思維框架技能：Mental Models Toolkit 分析與應用。

Conduct scenario planning to prepare for multiple plausible futures using driving forces, uncertaint...

思維框架技能：Scenario Planning 分析與應用。

Apply structured problem-solving using MECE principle, issue trees, hypothesis-driven approach, and ...

思維框架技能：Structured Problem Solving 分析與應用。

Apply systems thinking — causal loop diagrams, stock-and-flow models, system archetypes, and leverag...

思維框架技能：Systems Thinking 分析與應用。

Calculate and diagnose Overall Equipment Effectiveness (OEE) by decomposing into Availability, Perfo...

製造技能：OEE Analysis 分析與應用。

Design predictive maintenance strategies using sensor data, ML models for remaining useful life (RUL...

製造技能：Predictive Maintenance 分析與應用。

Design production plans using MPS (Master Production Schedule), MRP (Material Requirements Planning)...

製造技能：Production Planning (MPS/MRP) 分析與應用。

Evaluate and manage suppliers using weighted scorecards across quality, delivery, price, and service...

製造技能：Supplier Scorecard 分析與應用。

Design and execute marketing A/B tests for landing pages, email campaigns, ad creatives, and pricing...

行銷技能：Marketing A/B Testing 分析與應用。

Optimize digital advertising campaigns across Google Ads, Meta Ads, and LINE LAP including bidding s...

行銷技能：Digital Ad Optimization 分析與應用。

Build and manage content calendars for multi-platform content marketing including editorial planning...

行銷技能：Content Calendar 分析與應用。

Conduct technical and on-page SEO audits covering crawlability, site speed, mobile-friendliness, and...

行銷技能：SEO Audit 分析與應用。

Apply the Business Model Canvas (BMC) to map and evaluate business models across nine building block...

營運方法論技能：Business Model Canvas 分析與應用。

Review business contracts for risk identification including liability clauses, IP ownership, termina...

營運方法論技能：Business Contract Review 分析與應用。

Create structured meeting minutes with decisions, action items, and follow-up tracking. Use this ski...

營運方法論技能：Meeting Minutes 分析與應用。

Apply principled negotiation using BATNA, ZOPA, and the Harvard method to prepare for and conduct ne...

營運方法論技能：Negotiation (Harvard Method) 分析與應用。

Design and implement OKR (Objectives and Key Results) for goal-setting and strategic alignment acros...

營運方法論技能：OKR Planning 分析與應用。

Structure and write investor pitch decks covering problem, solution, market, business model, tractio...

營運方法論技能：Pitch Deck 分析與應用。

Manage crisis communication across prevention, response, and recovery phases using SCCT theory and c...

公關媒體技能：Crisis Communication 分析與應用。

Manage PR crises using classification, golden hour response, crisis statement templates (3C framewor...

公關媒體技能：PR Crisis Management 分析與應用。

Set up and conduct media monitoring to track brand mentions, sentiment, and share of voice across ne...

公關媒體技能：Media Monitoring 分析與應用。

Write effective press releases using inverted pyramid structure, headline best practices, and media ...

公關媒體技能：Press Release Writing 分析與應用。

Write platform-optimized social media copy for Instagram, Facebook, LinkedIn, and X/Twitter with hoo...

公關媒體技能：Social Media Copywriting 分析與應用。

Apply Cialdini's six principles of persuasion — Reciprocity, Commitment/Consistency, Social Proof, L...

社會科學技能：Cialdini's Six Principles of Persuasion 分析與應用。

Identify and analyze cognitive biases including confirmation bias, anchoring, availability heuristic...

社會科學技能：Cognitive Bias Analysis 分析與應用。

Apply Rogers' Diffusion of Innovations theory to analyze how new products, ideas, or technologies sp...

社會科學技能：Diffusion of Innovations 分析與應用。

Conduct structured policy analysis including problem definition, alternative evaluation, and evidenc...

社會科學技能：Policy Analysis 分析與應用。

Apply social network analysis concepts including nodes, ties, centrality, structural holes, and stro...

社會科學技能：Social Network Analysis 分析與應用。

Conduct stakeholder analysis using identification, Power-Interest matrix classification, and influen...

社會科學技能：Stakeholder Analysis 分析與應用。

Design and conduct user research using interviews, focus groups, surveys, and field observation. Use...

社會科學技能：User Research Methods 分析與應用。

Design and analyze A/B tests with proper statistical methodology including sample size calculation, ...

統計方法論技能：A/B Testing Statistics 分析與應用。

Apply causal inference methods — counterfactual framework, instrumental variables, propensity score ...

統計方法論技能：Causal Inference 分析與應用。

Conduct Exploratory Data Analysis (EDA) using descriptive statistics, visualizations, and data quali...

統計方法論技能：Exploratory Data Analysis (EDA) 分析與應用。

Conduct statistical hypothesis testing including null/alternative hypothesis formulation, p-values, ...

統計方法論技能：Hypothesis Testing 分析與應用。

Guide REST API integration including HTTP methods, authentication, error handling, and rate limiting...

技術方法論技能：REST API Integration Guide 分析與應用。

Design data pipelines covering ETL vs ELT architectures, data source integration, scheduling, qualit...

技術方法論技能：Data Pipeline Design 分析與應用。

Build MCP (Model Context Protocol) servers including tool definition, schema design, authentication,...

技術方法論技能：MCP Server Development 分析與應用。

Debug and harden production LLM prompts — handle prompt injection, output format drift, instruction ...

技術方法論技能：Production Prompt Engineering 分析與應用。

Integrate and operate Shopline in Taiwan e-commerce context via mcp-shopline. Use when the user need...

台灣電商技能：Shopline Integration Methodology 分析與應用。

Issue and manage Taiwan e-invoices via ezPay (加值服務中心) through mcp-ezpay-einvoice. Use when issuing B...

台灣電商技能：ezPay E-Invoice Methodology 分析與應用。

Integrate NewebPay (藍新金流) for Taiwan e-commerce via mcp-newebpay. Use when accepting credit card / A...

台灣電商技能：NewebPay Integration Methodology 分析與應用。

Implement Taiwan's e-invoice (電子發票) system including platform integration, B2B vs B2C formats, carri...

台灣產業技能：Taiwan E-Invoice System (電子發票) 分析與應用。

Navigate Taiwan fintech regulations including FSC oversight, electronic payment laws, VASP rules, AM...

台灣產業技能：Taiwan Fintech Compliance 分析與應用。

Navigate Taiwan healthcare regulations including NHI system, medical device classification, drug reg...

台灣產業技能：Taiwan Healthcare Regulations 分析與應用。

Analyze Taiwan's manufacturing industry structure including semiconductor, electronics, machinery, a...

台灣產業技能：Taiwan Manufacturing Industry 分析與應用。

Integrate Taiwan payment service providers including credit card, ATM transfer, convenience store pa...

台灣產業技能：Taiwan Payment Integration 分析與應用。

Analyze Taiwan's retail industry including convenience stores, department stores, supermarkets, hype...

台灣產業技能：Taiwan Retail Landscape 分析與應用。

Guide Taiwan company registration and legal setup including business entity selection, commercial re...

台灣產業技能：Taiwan Company Registration & Legal Setup 分析與應用。

Analyze Taiwan-listed stocks using fundamental analysis including EPS, P/E ratio, dividend yield, an...

台灣產業技能：Taiwan Stock Fundamental Analysis 分析與應用。

Navigate Taiwan's tax system including corporate income tax (營所稅), business tax (營業稅), personal inco...

台灣產業技能：Taiwan Tax Basics 分析與應用。

Apply Design Thinking's five stages — Empathize, Define, Ideate, Prototype, Test — to solve user-cen...

使用者體驗技能：Design Thinking 分析與應用。

Conduct heuristic evaluation of user interfaces using Nielsen's 10 usability principles. Use this sk...

使用者體驗技能：Heuristic Evaluation (Nielsen's 10 Principles) 分析與應用。

Apply Jobs to Be Done (JTBD) framework to understand customer motivation through functional, emotion...

使用者體驗技能：Jobs to Be Done (JTBD) 分析與應用。

Apply Lean Startup methodology — Build-Measure-Learn loop, MVP, validated learning, and pivot decisi...

使用者體驗技能：Lean Startup 分析與應用。

Design cross-border logistics strategies including direct mail, overseas warehousing, and bonded war...

跨境電商技能：Cross-Border Logistics 分析與應用。

Plan Southeast Asia market entry including mode selection, regulatory requirements, cultural researc...

跨境電商技能：Southeast Asia Market Entry 分析與應用。