Haden Pelletier writes that data scientists can increase productivity by mastering four specific uses for Claude: Deep Research, HTML project briefs, Slide deck design via Claude Design, and README documentation using Claude Code. By leveraging these specialized "modes," professionals can automate repetitive tasks like comparative research or stakeholder reporting to focus on higher-level problem solving.
- Use the "Research" mode in Claude for complex queries requiring multi-step web searches and citations.
- Claude Design is a separate tool optimized specifically for visual structure, preventing text overlap found in standard chat modes.
- For HTML project briefs or slides, manual editing via the "Edit" button in Claude Design can fix minor layout issues more efficiently than re-prompting.
- The accuracy of README generation through Claude Code depends heavily on its ability to read and interpret existing codebase files like .py scripts and notebooks.
Oh-my-mermaid is a tool designed to bridge the gap between rapid large language model code generation and human comprehension by automatically generating architecture documentation. It scans codebases to produce various perspectives, such as data flow or system structures, which are rendered into Mermaid diagrams and Markdown files stored within a local `.omm` directory. By visualizing these structures through an interactive viewer, it transforms complex software architectures into navigable maps for developers.
- Integrates with tools like Cursor and Claude Code via specialized commands
- Offers cloud synchronization for private or public sharing on ohmymermaid.com
- Uses a recursive filesystem structure where complex nodes become expandable groups in diagrams
- Provides a command-line interface to manage configuration, updates, and viewing