folio:prep

What problem does it solve?

This Skill addresses the challenge of manually organizing and validating large volumes of research materials and manuscripts, reducing errors and saving time.

Core Features & Use Cases

• Material Inventory: Automatically scans input folders and synthesizes structured representations of research ideas, experiments, and visual assets.
• Automated Classification: Runs scripts that categorize and assess materials, ensuring consistent organization.
• Routing & Validation: Guides the user through decision points based on pipeline outputs and confirms project readiness for next stages, such as planning or review.
• Use Case: Researchers preparing a white paper can quickly inventory experimental results, classify relevant figures, and validate input completeness, accelerating publication timelines.

Quick Start

Launch the pipeline by confirming the presence of intent.json and workspace layout, then run the classification scripts to process raw materials.