pipeline

Orchestrate a multi-phase document processing pipeline with resumable queue files.

6|2|Updated Nov 2, 2022
One-click install
npx skills add https://github.com/arolariu/arolariu.ro --skill pipeline-arolariu
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: pipeline
Source: https://github.com/arolariu/arolariu.ro/tree/main/.claude/skills/pipeline
Command: npx skills add https://github.com/arolariu/arolariu.ro --skill pipeline-arolariu

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill automates the entire lifecycle of processing source documents, from initial seeding and insight extraction to validation and archiving, ensuring a complete and robust workflow.

Core Features & Use Cases

  • Full Pipeline Execution: Runs the complete sequence of seeding, distilling, processing, and archiving in a single command.
  • Resumable Workflow: Designed to be interrupted and resumed, with state managed via queue files.
  • Error Handling: Provides clear reporting and remediation steps for failures at any stage.
  • Use Case: Process a batch of research papers from initial ingestion to categorized insights and archival, ensuring no step is missed and all data is accounted for.

Quick Start

Run the full pipeline on the source file located at /path/to/your/source.txt.

Frequently Asked Questions about pipeline

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

FAQPage Schema
How do I automate document processing from ingestion to archiving in one workflow?

An orchestration pipeline automates the full document processing lifecycle by running seeding, distillation via sub-agents, and batch archiving in a single command. This workflow manages state through queue files to ensure all data is accounted for.

Can I resume a data processing workflow if it gets interrupted?

Yes, the data processing workflow is fully resumable. It manages state through queue files, allowing you to stop and restart the pipeline without losing progress during document distillation or batch archiving.

What is multi-phase pipeline orchestration for source documents?

Multi-phase pipeline orchestration coordinates sequential tasks like seeding, distilling, processing, and archiving source documents. It manages these phases using queue files and sub-agents to extract insights and categorize data systematically.

How does error handling work when source document archiving fails?

When source document archiving fails, the pipeline provides clear reporting and remediation steps. The robust error handling identifies failures at any stage and guides you through resolving issues before resuming the workflow.

Can I chain multiple document processing operations together?

Yes, you can chain document processing operations together using optional handoff blocks. This allows the pipeline to pass outputs from one processing phase directly into another, enabling continuous workflow automation.

Does the pipeline support custom vocabulary for domain-specific research papers?

Yes, the pipeline supports domain-specific vocabulary. This allows the distillation phase to accurately extract insights and process specialized terminology when handling research papers or technical source documents.