journalist-analyst

Analyze events using journalism frameworks to verify facts and assess source credibility.

1|Updated Mar 17, 2026

Search Tags:#fact-checking #frameworks #analysis #ethics #sourcing #journalism #5ws

Ready to run

npx skills add https://github.com/Kotkoa/stocker --skill journalist-analyst-kotkoa

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: journalist-analyst
Source: https://github.com/Kotkoa/stocker/tree/main/.agents/skills/journalist-analyst
Command: npx skills add https://github.com/Kotkoa/stocker --skill journalist-analyst-kotkoa

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Enables Claude to analyze events through journalism frameworks, verify factual claims, evaluate sources, and assess framing and ethics to produce credible, context-rich analyses.

Core Features & Use Cases

Applies the 5 Ws and H, inverted pyramid, and SPJ ethics to structured analysis
Performs source evaluation, corroboration checks, and bias/framing assessment
Supports breaking-news analysis, fact-checking, investigative reporting, and media criticism

Quick Start

Ask the journalist-analyst to analyze the given event or claim and provide a structured 5 Ws and H, source evaluation, and framing assessment.

Frequently Asked Questions about journalist-analyst

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

FAQPage Schema

How do I fact-check and evaluate the credibility of a news source?▼

You can perform source evaluation by applying the 5 Ws and H framework alongside corroboration checks to verify factual claims, assess bias, and produce a structured credibility assessment with actionable recommendations.

What is the best way to analyze breaking news for bias and framing?▼

The best way to analyze breaking news for bias is to apply SPJ ethics and source evaluation frameworks to assess framing, identify reporting gaps, and produce a structured analysis of the event's credibility.

How do I use the 5 Ws and H framework for investigative reporting analysis?▼

Using the 5 Ws and H framework for investigative reporting involves structuring event details around who, what, when, where, why, and how, then cross-referencing facts against source credibility to expose reporting gaps.

Can I assess media criticism and newsworthiness without prior journalism experience?▼

Yes, you can assess newsworthiness without prior journalism experience by inputting an event or claim to automatically receive a structured analysis that applies SPJ ethics, source evaluation, and framing assessment.

What are the limitations of automated fact-checking for complex investigative claims?▼

Limitations of automated fact-checking include the inability to access proprietary databases or conduct live interviews, meaning the analysis evaluates provided text and identifies gaps rather than generating new primary source data.