fact-checker
Systematically verifies claims, evaluates source credibility, and provides evidence-based ratings and analysis.
Install
npx skills add https://github.com/shubhamsaboo/awesome-llm-apps --skill fact-checkerStats
| Total installs | 1,265 |
| Weekly installs | 1.3K |
| GitHub stars | 103.8K |
| First seen | Feb 5, 2026 |
| Source | @shubhamsaboo/awesome-llm-apps |
Summary
- Identifies claims, determines required evidence, and evaluates sources across a credibility hierarchy from peer-reviewed studies to social media
- Applies a six-tier rating scale (TRUE, MOSTLY TRUE, MIXED, MOSTLY FALSE, FALSE, UNVERIFIABLE) with clear reasoning and confidence levels
- Detects common manipulation patterns including statistical cherry-picking, context removal, false equivalences, and logical fallacies
- Provides structured output with verdict, analysis, evidence, context, and corrected information when claims are inaccurate
Tags
Related skills
| Skill | Installs | vs fact-checker |
|---|---|---|
| variant-analysis | 1,380 | +115 |
| okx-dex-signal | 1,369 | +104 |
| okx-dex-trenches | 1,360 | +95 |
| last30days | 1,353 | +88 |
| beat-competitors | 1,257 | -8 |
FAQ
- How many installs does fact-checker have?
- fact-checker has 1,265 total installs and 1.3K installs this week.
- Where is fact-checker hosted?
- fact-checker is published by @shubhamsaboo/awesome-llm-apps at https://github.com/shubhamsaboo/awesome-llm-apps.
- How many GitHub stars does fact-checker have?
- fact-checker has 103.8K GitHub stars.
- When was fact-checker first indexed?
- OrangeBot.AI first indexed fact-checker on Feb 5, 2026.
- How do I install fact-checker?
- Run: npx skills add https://github.com/shubhamsaboo/awesome-llm-apps --skill fact-checker