Verified:GitHub

Process Inbox

Ingests articles from Fréttasafn and Obsidian to extract and match claims.

1|Updated Mar 6, 2026

Search Tags:#knowledge management #claim extraction #news monitoring #discourse analysis #information harvesting #EU membership

Ready to run

npx skills add https://github.com/bgautijonsson/esbvaktin --skill process-inbox-bgautijonsson

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: Process Inbox
Source: https://github.com/bgautijonsson/esbvaktin/tree/main/.claude/skills/process-inbox
Command: npx skills add https://github.com/bgautijonsson/esbvaktin --skill process-inbox-bgautijonsson

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill automates the initial stage of monitoring public discourse by gathering factual claims from various sources, ensuring no important statements are missed.

Core Features & Use Cases

Automated Claim Harvesting: Ingests articles from both automated news feeds (Fréttasafn) and a manual inbox (Obsidian).
Claim Extraction & Categorization: Identifies and extracts factual claims related to EU membership, categorizing them by topic.
Claim Matching: Matches extracted claims against an existing knowledge base to identify new versus recurring statements.
Ground Truth Gap Identification: Flags claims that lack sufficient evidence in the knowledge base, prioritizing areas for further research.
Use Case: Regularly process incoming news articles and a curated list of links to ensure all relevant claims about Iceland's EU membership are captured and cataloged for analysis.

Quick Start

Run the process-inbox skill to ingest articles from both Fréttasafn and your manual inbox.

Frequently Asked Questions about Process Inbox

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

FAQPage Schema

How do I automate claim extraction from news feeds for discourse monitoring?▼

To automate claim extraction, you can use the Process Inbox Skill to ingest articles from automated news feeds and a manual Obsidian inbox. It identifies new claims, matches them against a claim bank, and flags gaps in ground truth coverage for further research.

What is the best way to match extracted claims against an existing knowledge base?▼

Matching extracted claims against an existing knowledge base requires a PostgreSQL database with claim sighting capabilities. The Process Inbox Skill compares newly harvested statements from news feeds against this claim bank to identify recurring versus new claims.

Do I need a PostgreSQL database to use the Process Inbox Skill?▼

Yes, the Process Inbox Skill requires access to a PostgreSQL database with claim sighting capabilities to match claims. You also need access to the Fréttasafn MCP for automated news feeds and the Obsidian MCP for manual inbox ingestion.

How does ground truth gap identification work for knowledge management?▼

Ground truth gap identification works by flagging extracted claims that lack sufficient evidence in your knowledge base. This highlights areas where ground truth coverage is missing, prioritizing specific topics for further research and ensuring comprehensive discourse analysis.

Can I process a manual inbox of curated news links for EU membership discourse analysis?▼

Yes, you can process a manual inbox of curated links for EU membership discourse analysis. The Skill ingests articles from an Obsidian inbox, extracts factual claims related to EU membership, and categorizes them by topic for comprehensive monitoring.