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source-scorer

Score web source credibility by domain tier, content signals, and claim support.

5|Updated Apr 8, 2026
Search Tags:#research#verification#credibility#batch-processing#source-scoring#domain-tier
One-click install
npx skills add https://github.com/JansenAnalytics/claudex --skill source-scorer-jansenanalytics
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: source-scorer
Source: https://github.com/JansenAnalytics/claudex/tree/main/skills/source-scorer
Command: npx skills add https://github.com/JansenAnalytics/claudex --skill source-scorer-jansenanalytics

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It helps researchers and analysts quickly judge the credibility of web sources and curate trustworthy information by scoring domain tiers, content depth, and cross-references.

Core Features & Use Cases

  • Single-URL credibility scoring with clear output.
  • Batch scoring for multiple URLs to compare sources.
  • Domain-tier checking and JSON outputs for integration into research workflows.
  • Use Case: Validate multiple sources for a literature review or fact-checking task.

Quick Start

Score a single URL with the source-scorer tool to obtain a credibility score.

Frequently Asked Questions about source-scorer

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

FAQPage Schema
How do I score the credibility of a web source for fact-checking?▼

To score web source credibility, you evaluate domain tiers, content signals, and claim support. This mechanism checks domain tiers and content depth to produce a structured credibility score for validating research findings.

Can I batch score multiple URLs to compare source credibility?▼

Yes, batch scoring allows you to compare multiple URLs simultaneously. You can process several web sources to evaluate domain tiers and content signals across a batch, producing structured JSON outputs for literature reviews.

Do I need to install the source-scorer project locally to check domain tiers?▼

Yes, you must install the source-scorer project locally before use. The tool runs locally to execute commands that check domain tiers, score URLs, and generate structured JSON outputs for your research workflow.

What is the best way to integrate source credibility scoring into a research workflow?▼

The best way to integrate credibility scoring is using JSON outputs from the batch scoring commands. These structured outputs allow you to programmatically validate findings and curate trustworthy information within existing research workflows.

What does a domain tier check evaluate when verifying web sources?▼

A domain tier check evaluates the credibility of a web source by categorizing its domain. It combines this tier assessment with content signal analysis and claim support verification to help researchers curate trustworthy information.

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