Mode-aware PR open for current feature: commit (if needed) + push + open PR via gh.
Interpret machine learning models using SHAP, LIME, feature importance, partial dependence, and attention visualization for explainability
Build/update md-formatted lookup table for individual features of the codebase
Create or refresh AGENTS.md + .dev-docs baseline (feature registry, templates, commands, checklists) so Codex can run end-to-end.
Find and visualize correlations between variables in datasets. Use for data exploration, feature selection, or identifying relationships between columns.
Find and document file locations in the codebase. Use when you need to locate implementation files, tests, configurations, or any code artifacts by feature or topic.
End-to-end feature expert specializing in frontend-backend integration, system architecture, and complete application development
Senior-level Vue 3 + Naive UI + Feature-Sliced Design with TypeScript, Clean Code & SOLID principles
Complete subscription billing system with Stripe integration, feature flags for plan gating, webhook handling, and billing portal.
Enterprise Angular development expert specializing in Angular 16+ features, Signals, Standalone Components, and RxJS/NgRx at scale.
Automatically add PostHog analytics instrumentation to code. Triggers when user asks to add tracking, instrument events, add analytics, or implement feature flags in their codebase.
Build and deploy the same feature consistently across web, mobile, and desktop platforms using API-first architecture and parallel implementation strategies.
Build and deploy the same feature consistently across web, mobile, and desktop platforms using API-first architecture and parallel implementation strategies.
Build and deploy the same feature consistently across web, mobile, and desktop platforms using API-first architecture and parallel implementation strategies.
Design system architecture, API contracts, and data flows. Use when translating analyzed requirements into technical design for feature implementation.
Test-Driven Development workflow. Use for ALL code changes - features, bug fixes, refactoring. TDD is non-negotiable.
Edit images with Photoshop on the web - perform advanced photo editing, apply AI features, and manage creative projects
Use when building ML pipelines, orchestrating training workflows, automating model lifecycle, implementing feature stores, or managing experiment tracking systems.
Use when building ML pipelines, orchestrating training workflows, automating model lifecycle, implementing feature stores, or managing experiment tracking systems.
Use when tempted to add features "for later". Use when building "production-ready" systems before needed. Use when adding flexibility that isn't required yet.