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Audit Wasserstein Order Consistency
Data & AI
Scan all manuscript drafts and codebase for W₁ vs W₂ inconsistencies. Resolves the blocking Phase 0 deliverable: the legacy P01 manuscript uses W₁ in several places while project convention mandates W₂ as the primary metric.
Bash Pro
DevOps
Master of defensive Bash scripting for production automation, CI/CD pipelines, and system utilities. Expert in safe, portable, and testable shell scripts.
Budget Pacing Monitor
Productivity
Monitors in-flight campaign spend against target curve, returns pacing verdict, learning phase status, over/under-delivery call, and reallocation trigger.
Pull Request Review Command
Development
Adjudicate a pull request as a maintainer, reading the CI-posted pinned review and providing an interactive workflow to approve, request changes, or close.
Save Custom Approach as Reusable Skill
Development
Guides turning a successful custom approach into a reusable skill, with steps and best practices.
Apache Spark Optimization
Data & AI
Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning.
Create an Agent Skill
Development
Guide for creating structured Agent Skills with SKILL.md, references, and design principles for coding agents.
R Econometrics
Data & AI
Run IV, DiD, and RDD analyses in R with proper diagnostics and robust standard errors.
AI-Powered Image Editing
Content
AI-powered image editing with style transfer and object removal.
SwiftUI UI Patterns
Development
Best practices and example-driven guidance for building SwiftUI views and components, including navigation, custom modifiers, responsive layouts, state management, and declarative iOS interfaces.
Code
Development
Skill for implementing production changes following existing patterns, with or without new test coverage.
Sync Session Outputs to Research Vault
Productivity
Routes session outputs (results, decisions, negative findings, pipeline changes) to the correct Obsidian vault files, with ready-to-copy commit messages.