source-evaluation

Analyze source authority, freshness, bias, and cross-references to produce a reliability score.

12|1|Updated Feb 19, 2026
One-click install
npx skills add https://github.com/blackplume233/Actant --skill source-evaluation
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: source-evaluation
Source: https://github.com/blackplume233/Actant/tree/main/examples/actant-hub/skills/source-evaluation
Command: npx skills add https://github.com/blackplume233/Actant --skill source-evaluation

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Analyze and rate the credibility and timeliness of information sources to improve research quality and decision-making.

Core Features & Use Cases

  • Source Authority Scoring: Evaluate domain reputation, publisher track record, and expertise signals.
  • Freshness Assessment: Score recency and infer dates when missing to prioritize timely content.
  • Bias & Cross-Reference: Detect potential bias and verify claims against multiple sources to reduce misinformation.
  • Use Case: In a literature review, automatically rank sources by reliability and recency to guide citation or exclusion decisions.

Quick Start

Analyze a batch of web sources to rate credibility and timeliness and filter out low-quality material.

Frequently Asked Questions about source-evaluation

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

FAQPage Schema
How do I evaluate the credibility of sources for a literature review?

To evaluate source credibility, this tool analyzes domain reputation, publisher track record, and expertise signals to produce a reliability score. It automatically ranks sources by authority to guide citation or exclusion decisions.

What is the best way to detect bias and verify claims across multiple sources?

The best way to detect bias is through cross-reference verification against multiple sources. This tool identifies potential bias and checks claims to reduce misinformation, yielding a structured reliability assessment.

How does source freshness assessment work when publication dates are missing?

Source freshness assessment scores recency and infers dates when they are missing from the content. This prioritizes timely material and ensures your research quality remains high by filtering outdated information.

Can I use source authority scoring across different research domains and publishers?

Yes, source authority scoring is applicable across domains, publishers, and authors in standard research workflows. It evaluates domain reputation and publisher track records to produce a consistent reliability score.

How do I filter out low-quality content from a batch of web sources?

You can filter low-quality content by analyzing a batch of web sources to rate credibility and timeliness. The tool implements structured rules to score reliability, enabling you to automatically exclude unsuitable material.