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Wasserstein Audit - Order Consistency
Data & AI
Scan all manuscript drafts and codebase for W1 vs W2 inconsistencies. Resolves the blocking Phase 0 deliverable.
Orchestrate ML Pipeline
Data & AI
Orchestrate end-to-end ML pipelines using Prefect or Airflow with DAGs, task dependencies, retry logic, scheduling, monitoring, and integration with MLflow and DVC.
Claude Ally Health Assistant
Data & AI
A health assistant skill for medical information analysis, symptom tracking, and wellness guidance.
Cloud Database Administrator
Data & AI
Expert cloud database administrator specializing in modern databases, automation, and reliability engineering. Provides guidance and best practices for database admin tasks.
Data Staleness Checker
Data & AI
Evaluates cached stock data freshness and routes analysis pipelines. Reads staleness rules, calculates days since last analysis, and determines if data can be reused or needs fresh collection.
Research project management
Data & AI
Manage an ongoing project tracked in projects/. Review genes, consult a sub-agent, perform deep research, and update status incrementally.
MLOps Engineer
Data & AI
Comprehensive MLOps skill covering ML pipelines, experiment tracking, model registries, and cloud infrastructure.
Risk Metrics Calculation
Data & AI
Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring portfolio risk, implementing risk limits, or building risk monitoring systems.
Renewal Health Analyst
Data & AI
Analyzes a single customer renewal to deliver a yes/no verdict, value, conditions, champion stability, adoption story, and commercial levers.
Bazi Persona: Personality from Birth Chart
Data & AI
Personality system based on Chinese Bazi astrology. Create, update, and chat with personas, with dynamic flow analysis and calendar features.
Haplotype Phasing with Beagle and SHAPEIT
Data & AI
Phase genotypes into haplotypes using Beagle or SHAPEIT. Resolves which alleles are inherited together on each chromosome. Use for imputation, HLA typing, or population genetic analyses.
Web Scraping and Data Extraction
Data & AI
Extracts structured data from websites using browser automation, handling dynamic content, pagination, and anti-bot measures. Activates when users ask to scrape, crawl, or extract data from URLs. Useful when data is not available via APIs or simple HTTP requests.