Produce self-contained HTML, React, or Python preview code for quick in-app rendering when the user wants a simple demo, toy UI, or fast visual verification rather than a full project.
Use Python for data analysis and embed Mermaid or viz charts directly in chat when diagrams improve clarity, explanation quality, or decision support.
Create, inspect, and modify Word, Excel, and PowerPoint documents through office_cli when the task involves .docx, .xlsx, or .pptx files.
Create or update project skills using a deterministic scaffold + materialize + validate workflow. Use when the user wants a new skill, wants to revise an existing skill, or asks the agent to self-bootstrap new capabilities.
Search, scrape, and interact with websites when the task requires online information gathering, page extraction, or multi-step browser interaction.
Create, analyze, proofread, and modify Office documents (.docx, .xlsx, .pptx) using the officecli CLI tool. Use when the user wants to create, inspect, check formatting, find issues, add charts, or modify Office documents.