ingest

Route content to specialized ingestion skills with entity detection and citation.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/mscully4/franklin --skill ingest-mscully4
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ingest
Source: https://github.com/mscully4/franklin/tree/main/.claude/skills/ingest
Command: npx skills add https://github.com/mscully4/franklin --skill ingest-mscully4

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill streamlines the process of ingesting various types of content into a brain, ensuring it is organized, indexed, and easily accessible for further analysis and retrieval.

Core Features & Use Cases

  • Content Routing: Automatically routes content based on input type and delegates to specialized ingestion skills.
  • Entity Detection: Detects entities like people, companies, and dates from the input.
  • Citation and Back-linking: Ensures all facts have citations and entities have back-links for integrity.
  • Use Case: Integrate new articles, meeting transcripts, and documents into your brain with this Skill to keep all information structured and connected.

Quick Start

Ingest a new article into the brain using the ingest skill.

Frequently Asked Questions about ingest

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

FAQPage Schema
How do I automate content ingestion and organization for meeting transcripts and articles?

Content routing automatically identifies input types and delegates articles or transcripts to specialized ingestion skills. This mechanism ensures diverse information formats are processed, indexed, and structured uniformly for administrative knowledge management workflows.

Can I use this skill to detect people and companies from unstructured documents?

Yes, the content ingestion process includes entity detection to automatically identify people, companies, and dates from input documents. Detected entities are then back-linked to ensure all extracted facts maintain structural integrity and traceability.

Does the brain organization process support citation and back-linking for ingested facts?

Brain organization enforces citation and back-linking during content ingestion to maintain information integrity. This ensures every fact extracted from ingested articles or transcripts has a verifiable source and connected entity reference for retrieval.

What's the best way to integrate new documents into a knowledge management brain?

The best way to integrate new documents is through automated content routing that delegates inputs to specialized ingestion skills. This approach structures new articles into the brain with entity detection, citations, and back-links for accessible knowledge curation.

When do I need automated content routing for knowledge management workflows?

Automated content routing is needed when ingesting high volumes of diverse formats like articles and meeting transcripts into a brain. It optimizes administrative workflows by delegating inputs to specialized skills for consistent entity detection and organization.