Does it support knowledge graph construction?

Yes, it includes a defined schema for relationships (like 'Criticizes', 'Cites', or 'Inspired By') to build a graph of how different archival records and entities interact.

Can I use this for non-journalism projects?

Yes. While the taxonomy examples are journalism-focused, the underlying architecture and entity extraction logic are applicable to any research-heavy digital archiving task.

What is the digital-archive skill for Claude Code?

It is a specialized capability that provides workflows and code patterns for building structured media archives, utilizing AI for metadata enrichment and relationship mapping.

What kind of data sources can be integrated?

The workflow supports various sources including OCR-processed PDFs, web-scraped articles, social media transcripts, and legacy newspaper databases.

How does this skill handle entity extraction?

It uses AI models to identify persons, organizations, and concepts within text, then processes them through a normalization registry to deduplicate and link entities across the archive.

Digital Archive & Knowledge Graph Builder

Name: Digital Archive & Knowledge Graph Builder
Author: jamditis

byjamditis

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Content Management

Automates the creation of production-quality digital archives using AI-driven entity extraction and knowledge graph construction.

This skill provides a robust architectural framework for building sophisticated digital archives, specifically optimized for journalism, media studies, and academic research. Based on the methodology used in the Jay Rosen Digital Archive, it enables users to integrate multi-source data—including OCR newspaper scans, web articles, and social media transcripts—into a unified schema. It leverages AI models to automate thematic classification, extract key concepts, and identify complex relationships between entities, ultimately facilitating the construction of searchable knowledge graphs that reveal deep insights across large content collections.

Key Features

01Validation logic to prevent AI hallucinations in archival metadata

02AI-powered thematic classification using customizable taxonomies

03Unified multi-source integration for OCR, web, and social media data

0441 GitHub stars

05Knowledge graph construction with defined relationship types

06Automated entity extraction and deduplication for persons and organizations

Use Cases

01Building a comprehensive searchable archive for long-form investigative journalism

02Mapping intellectual history and theory through academic and media databases

03Automating the categorization and cross-referencing of historical newspaper records

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jamditis/claude-skills-journalism digital-archive

For use in Claude.ai and ChatGPT

Download Skill