The developer has introduced MBB Page Maker—a specialized tool (agent skill) that enables AI agents to generate professional slides in the style of the "Big Three" consulting firms (McKinsey, BCG, Bain). The tool allows for the transformation of text instructions into structured visual artifacts based on HTML/CSS/JS, with the ability to export to HTML, PDF, and PNG formats.
What Happened
MBB Page Maker was introduced, which integrates with modern coding agents such as Claude Code, Cursor, and Hermes via the npx skills add command. The project works as a specialized add-on, allowing agents to move beyond text-based interaction and create ready-to-use visual documents.
Context
Instead of training models on new fundamental algorithms, the project uses a "skill-based" approach, providing the agent with a ready-made tool for working with web technologies. This shifts AI interaction from a pure chat mode to an artifact-generation mode, creating an intermediate layer between LLM text output and professional design.
Why It Matters for the Industry
For the industry, this signifies a transition from AI text responses to the generation of full business artifacts, significantly expanding the practical applications of coding agents in the corporate sector. A new "agent skills" ecosystem is forming, where specialized micro-services for creating reports, charts, and slides are becoming the standard for professional automation systems.
Why It Matters for Users
Users gain the ability to delegate not just code writing to AI agents, but also the preparation of full business presentations that look like the work of a professional consultant. This eliminates the need for manual PowerPoint setup and allows for the instant creation of presentation prototypes via CLI.
What Is Not Yet Known / Limitations
From a machine learning perspective, this tool is an architectural UI/UX add-on for existing LLMs rather than a fundamental algorithmic breakthrough in content generation.
Sources
Author
Look at AI, Editorial Team