seed

Seed source files into the processing queue with validation and archiving.

Updated Feb 3, 2026

Search Tags:#automation #workflow #archive #deduplication #queue #data-pipeline #seed

Ready to run

npx skills add https://github.com/LopeWale/amplLABS --skill seed-lopewale

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: seed
Source: https://github.com/LopeWale/amplLABS/tree/main/.claude/skill-sources/seed
Command: npx skills add https://github.com/LopeWale/amplLABS --skill seed-lopewale

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Seed source files into the processing queue, validating existence, deduplicating sources, archiving, and creating extract tasks to bootstrap the automated pipeline.

Core Features & Use Cases

Validate source existence and read basic metadata (content type, size, format).
Detect duplicates across queue and archives, prompting before continuing.
Move sources from {DOMAIN:inbox} into a dated archive folder for traceability.
Create extract task files and update the central queue to kick off processing.

Quick Start

Seed a file from the inbox by providing its path to the seed command.

Frequently Asked Questions about seed

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

FAQPage Schema

How do I automate moving inbound inbox files into a data processing queue?▼

Automating the data processing queue involves validating source file existence, deduplicating across archives, and moving files into a dated archive folder to initiate extract task creation.

What is source file deduplication in an automated data pipeline?▼

Source file deduplication in a data pipeline detects duplicate files across the processing queue and archives, prompting before continuing to ensure global unique claim numbering and traceability.

How do I seed living documents into a processing queue for batch scenarios?▼

Seeding living documents into a processing queue validates metadata, moves sources from the inbox into a dated archive folder, and updates the central queue to handle both single-file and batch scenarios.

Can I enforce traceability and unique claim numbering when archiving source files?▼

Traceability and unique claim numbering are enforced during archiving by moving source files into dated archive folders and synchronizing the central queue for extract task creation.

Does the queue seeding process validate file metadata before archiving?▼

Queue seeding validates source existence and reads basic metadata including content type, size, and format before moving files from the inbox into the archive folder.

What happens when duplicate source files are detected in the queue?▼

When duplicate sources are detected across the queue and archives, the pipeline halts and prompts before continuing to prevent redundant extract tasks and maintain data integrity.