Content Pipeline Hub: Multi-Agent Workflows, Fact Verification, and Automated Publishing

The Content Pipeline is an end-to-end multi-agent publishing system that automates the discovery, research, drafting, factual verification, and publication of comprehensive, publication-grade knowledge articles.

This hub details pipeline architectures, agent role specializations, fact-checking verifiers, and CMS integration webhooks.

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1. Quick-Reference: The 5-Agent Article Generation Pipeline

+-----------------------------------------------------------------------------------------+
|                               5-AGENT CONTENT PIPELINE                                  |
+-----------------------------------------------------------------------------------------+
| Agent Role             | Core Responsibility               | Key Verification Gate      |
+------------------------+-----------------------------------+----------------------------+
| 1. Discovery Agent     | Topic identification & clustering | Frontier gap analysis      |
| 2. Researcher Agent    | Deep web search & source harvest  | Citation authenticity      |
| 3. Outliner Agent      | Structural section blueprints     | Intent & depth validation  |
| 4. Author Agent        | Drafting substantive prose (>1.5K)| Anti-lazy-bulleting check  |
| 5. Verifier Agent      | KaTeX check, links, fact validation| Zero broken links & errors |
+-----------------------------------------------------------------------------------------+

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2. Core Pipeline Guides

• AiPublisherPipeline: Detailed architecture of the 5-agent content generation engine.
• BloggerAgentWorkflow: Automated blog drafting, markdown formatting, and webhook publishing.
• AiDiscoveryTopicUniverses: Clustering high-dimensional embedding spaces for topic discovery.