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Code Review
Development
Reviews code for bugs, security vulnerabilities, performance issues, and adherence to best practices. Provides actionable feedback with specific suggestions and code examples. Activates when you ask for code review, request feedback, or want to improve existing code.
Enrich Notebooks
Development
Add pedagogical markdown content to Jupyter notebooks. Enhance structure, execute code, fix errors, and validate placements of cells.
Create POML task files from project plan decomposition
Productivity
Decompose a project plan into numbered POML task files for systematic AI-assisted execution. Turns plan.md WBS into executable task files.
Complete and archive milestone
Development
Archives a completed milestone by creating historical copies of the roadmap and requirements, updating the project state, and creating a version tag. Helps maintain a clear project history and ensures the planning files are clean for the next milestone. Useful when shipping a version to preserve the milestone's accomplishments and scope.
Iterative Web Development Workflow
Development
Manage long-running AI agent development projects with incremental progress, scoped features, and E2E verification.
AI Prompt Engineering Safety Review
Security
Comprehensive framework for analyzing and improving AI prompts, focusing on safety, bias, security, and effectiveness.
Dev Toolbar Review Guide
Development
Safety rules for the dev toolbar, PostHog client, and feature flags. Use when reviewing changes to dev-tools and related files, covering environment guards, override cookies, and SSE stream safety.
React Native Screen Component Creation
Development
Creates a React Native screen component file in src/screens/. Used when adding a new screen, such as 'home screen' or 'profile screen'. The skill generates a TypeScript file with a basic template including flexbox layout, StatusBar, and proper naming conventions.
AXEL Skill Definition File Structure
Documentation
Reference for AXEL skill definition file structure: role, capabilities, enforcement, and registry.
Google Docstring Assistant
Documentation
Write Python docstrings following the Google Python Style Guide with clear sections and examples.
Process YouTube Video with Full Settings
Content
Comprehensive YouTube video processing with summary, Q&A, infographic, audio, and video generation. Automatically selects model and translation based on keywords.
Lead Scoring for Sales Prioritization
Data & AI
Build lead scoring models combining firmographic fit, behavioral signals, and intent data to prioritize sales outreach and set MQL thresholds.