By asgard-ai-platform

Implement BM25 ranking function for e-commerce product search relevance scoring.

asgard-ai-platform/skills

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

asgard-ai-platform/skills

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

asgard-ai-platform/skills

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

asgard-ai-platform/skills

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

asgard-ai-platform/skills

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

asgard-ai-platform/skills

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

asgard-ai-platform/skills

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

asgard-ai-platform/skills

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

asgard-ai-platform/skills

Calculate safety stock levels to buffer against demand and lead time uncertainty.

asgard-ai-platform/skills

Implement TF-IDF scoring to measure term importance relative to a document corpus.

asgard-ai-platform/skills

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

asgard-ai-platform/skills

Calculate and analyze Customer Acquisition Cost (CAC) and Customer Lifetime Value (LTV) to evaluate unit economics and marketing efficiency.

asgard-ai-platform/skills

Build Discounted Cash Flow (DCF) valuation models to estimate intrinsic value.

asgard-ai-platform/skills

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

asgard-ai-platform/skills

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

asgard-ai-platform/skills

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

asgard-ai-platform/skills

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

asgard-ai-platform/skills

Design and execute marketing A/B tests for landing pages, email campaigns, ad creatives, and pricing with proper test design and result analysis.

asgard-ai-platform/skills

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

asgard-ai-platform/skills

Implement Generalized Second Price auction for ad slot allocation and pricing.

asgard-ai-platform/skills

Apply Structural Equation Modeling (SEM) to test hypothesized causal structures by combining measurement models (CFA) and structural models (path analysis).

asgard-ai-platform/skills

Apply ethical frameworks — deontology, utilitarianism, virtue ethics, and justice theory — to analyze moral dilemmas and make principled decisions.

asgard-ai-platform/skills

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

asgard-ai-platform/skills

Analyze Taiwan labor law fundamentals under the Labor Standards Act including working hours, overtime, leave, and termination rules.

asgard-ai-platform/skills

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

asgard-ai-platform/skills

Optimize advertising budget allocation across campaigns using marginal returns analysis.

asgard-ai-platform/skills

Build CTR prediction models for estimating ad click-through rates from features.

asgard-ai-platform/skills

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

asgard-ai-platform/skills

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

asgard-ai-platform/skills

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

asgard-ai-platform/skills

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

asgard-ai-platform/skills

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

asgard-ai-platform/skills

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

asgard-ai-platform/skills

Combine multiple forecasting models into ensemble predictions for improved accuracy.

asgard-ai-platform/skills

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

asgard-ai-platform/skills

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

asgard-ai-platform/skills

Conduct compensation benchmarking analysis to position salaries against market data.

asgard-ai-platform/skills

Implement Gale-Shapley stable matching algorithm for two-sided matching problems.

asgard-ai-platform/skills

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

asgard-ai-platform/skills

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

asgard-ai-platform/skills

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

asgard-ai-platform/skills

Implement Statistical Process Control charts to monitor production process stability.

asgard-ai-platform/skills

Calculate network centrality metrics to identify important nodes in graphs.

asgard-ai-platform/skills

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

asgard-ai-platform/skills

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

asgard-ai-platform/skills

Implement LDA topic modeling to discover latent topics in document collections.

asgard-ai-platform/skills

Implement Named Entity Recognition to identify and classify entities in text.

asgard-ai-platform/skills