folio:prep

Automates inventory, classification, routing and validation of research manuscripts and materials via scripts.

Updated Apr 15, 2026
One-click install
npx skills add https://github.com/athan-dial/skills --skill folio-prep
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: folio:prep
Source: https://github.com/athan-dial/skills/tree/main/plugins/folio/skills/prep
Command: npx skills add https://github.com/athan-dial/skills --skill folio-prep

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

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.

Frequently Asked Questions about folio:prep

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate inventory and classification of research materials for a manuscript?

Automate research material preparation by running classification scripts that scan input folders and synthesize structured representations of ideas, experiments, and visual assets. This reduces manual organization errors and accelerates publication timelines.

What is the best way to validate input completeness before routing documents for review?

Validate document completeness by running routing scripts that guide you through decision points based on pipeline outputs. This confirms project readiness for next stages like planning or review through automated validation checks.

How do I prepare experimental results and figures for a white paper workflow?

Prepare white paper materials by confirming your workspace layout and running classification scripts to inventory experimental results, categorize relevant figures, and validate input completeness for faster publication.

Do I need a specific file structure to start automated document routing and validation?

You need an `intent.json` file and a structured workspace layout to launch the preparation pipeline. Confirming these prerequisites allows the scripts to process raw materials and execute dynamic project assessment.

Can I use automated classification scripts for academic research workflows without manual sorting?

Yes, automated classification scripts categorize and assess materials to ensure consistent organization without manual sorting. They synthesize structured inputs and run validation checks suitable for academic workflows.

Why does material preparation fail when routing research documents through the pipeline?

Material preparation fails when the workspace lacks the required `intent.json` file or structured layout. Proper input synthesis and script execution are required to validate project readiness and prevent routing errors.