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Development

Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing applications for better maintainability.

Data & AI

Launches a GPU instance on Vast.ai given an offer ID or requirements (GPU count, Docker image, disk size). Helps quickly spin up a machine for training, inference, or development without manual infrastructure setup.

Security

This skill provides guidance for configuring Better Auth with JWT for secure user authentication. It covers JWT token creation, password hashing, user signup and login, and session management using FastAPI dependencies. Useful for implementing user authentication in web applications.

DevOps

Assists with defining and managing cloud infrastructure using Pulumi with TypeScript, Python, Go, or C#. Use when provisioning AWS, GCP, Azure, or Kubernetes resources with real programming languages instead of HCL. Supports 150+ cloud providers and enables reusable, testable infrastructure components.

Marketing & SEO

Query Google Search Console for SEO data including search queries, top pages, and click-through rates. Essential for monitoring organic search performance.

Development

Enables fast, semantic code refactoring across multiple files using MorphLLM's edit_file tool. Excels at large-scale changes like batch renaming, pattern updates, and structural refactoring in files over 500 lines or with 5+ edits, leveraging 10,500+ tokens/sec speed and 98% merge accuracy.

Documentation

Synthesizes harvested session data and project analysis into structured Obsidian-compatible markdown notes with proper frontmatter, tags, and links. Creates daily session logs, project index files, and architecture notes. Helps maintain a connected knowledge base by automatically generating tags and bidirectional links between notes.

Documentation

This skill captures new information learned during a session (troubleshooting, configurations, tools) and adds it to the appropriate skill knowledge base. It structures learnings with context, solution, and use cases for future reference. Helpful after solving a problem or discovering an important technique.

Productivity

Provides comprehensive executive intelligence for the Mining, Oil & Gas Extraction industry, covering upstream and downstream operations, environmental compliance, and energy transition. Useful when developing strategic decisions in exploration, production optimization, regulatory compliance, and sustainability initiatives.

Content

Assists in drafting research papers and meeting notes from experimental data and informal notes. Enforces academic formatting, structured sections (Background, Analysis, Findings, Conclusion), prioritizes quantitative data, and supports LaTeX generation. Useful for writing abstracts, methodology sections, and preparing advisor meeting summaries.

Development

Provides best practices for structuring Stimulus controllers in Rails applications, including target definitions, actions, values, and classes. Covers when to use Stimulus for UI enhancements like toggles and form interactions, and when to rely on Turbo or server-side approaches.

Development

Builds custom slash commands for Claude Code by authoring Markdown files with specific frontmatter. Helps add reusable prompt shortcuts, restrict tool access, or run isolated sub-agent tasks via the fork context.