seed

Ingest source documents into a processing queue with duplicate detection and classification.

20|5|Updated Nov 18, 2025
One-click install
npx skills add https://github.com/zby/llm-do --skill seed-zby
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: seed
Source: https://github.com/zby/llm-do/tree/main/arscontexta/skills/arscontexta-seed
Command: npx skills add https://github.com/zby/llm-do --skill seed-zby

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill automates the process of adding new source files to a processing queue, ensuring they are correctly cataloged, deduplicated, and prepared for subsequent analysis or extraction.

Core Features & Use Cases

  • Source Ingestion: Adds new documents to a managed queue.
  • Duplicate Detection: Prevents redundant processing by checking for existing files.
  • Classification: Determines the appropriate processing mode (extract, analyze, reference) based on content.
  • Archiving: Moves source files to a permanent archive location.
  • Use Case: When you receive a new research paper, you can use this Skill to add it to the system. It will check if you've already processed it, move it to the archive, and create a task for extraction.

Quick Start

Use the seed skill to add the file 'new_research_paper.md' to the processing queue.

Frequently Asked Questions about seed

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

FAQPage Schema
How do I queue documents for automated processing workflows?

To queue documents for automated processing, you ingest the source files into a managed system. The tool handles duplicate detection, classifies the processing mode, archives the originals, and updates a central task queue file for management.

What is the best way to prevent duplicate document processing in a task queue?

Preventing duplicate document processing requires a deduplication check during source ingestion. The system scans existing files in the queue before adding new documents, ensuring redundant items are skipped and unique claim numbering is maintained across the workflow.

How does document classification work for extraction and analysis tasks?

Document classification for extraction and analysis works by evaluating ingested source content. The system automatically determines the appropriate processing mode—extract, analyze, or reference—based on the document's characteristics before adding it to the task queue.

Can I use source ingestion to archive documents and manage tasks simultaneously?

Yes, you can use source ingestion to archive documents and manage tasks simultaneously. The ingestion process catalogs the source file, moves it to a permanent archive location, assigns a unique claim number, and creates a task entry in a central queue file.

Do I need to manually move source files before adding them to the processing queue?

You do not need to manually move source files before adding them to the processing queue. The ingestion workflow handles archival automatically, moving source documents to a permanent storage location immediately after deduplication and classification checks are completed.

What happens when document ingestion detects a duplicate file in the queue?

When document ingestion detects a duplicate file in the queue, it prevents redundant processing by skipping the file. The system ensures only unique documents are classified into processing modes, archived, and assigned unique claim numbers for task management.