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real-or-slop

Verifies whether a video clip is real, AI-generated, or mislabeled using web search.

Updated Jul 28, 2026
Search Tags:#web search#misinformation#deepfake#fact check#ai generated#video verification#debunk
One-click install
npx skills add https://github.com/thinkingoracle/luke-skills --skill real-or-slop-thinkingoracle
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: real-or-slop
Source: https://github.com/thinkingoracle/luke-skills/tree/main/skills/real-or-slop
Command: npx skills add https://github.com/thinkingoracle/luke-skills --skill real-or-slop-thinkingoracle

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? It prevents you from forwarding a generated clip as news or wrongly calling real footage AI-generated in a group chat, by checking what actually happened before you hit send. ## Core Features & Use Cases - Origin Verification: Searches whether the event actually happened and who first reported it. - Debunk Discovery: Looks up fact checks, original uploads, and debunks related to the clip. - Failure-Mode Classification: Separates the four failure modes, including real footage with a lying caption that survives AI detectors. - Use Case: A friend sends you a dramatic video in a group chat. Before forwarding it, you ask whether it is real, and receive a verdict with a friendly correction line you can send back. ## Quick Start Ask Luke to check whether the video you were sent is real, AI-generated, or old footage with a new caption.

Frequently Asked Questions about real-or-slop

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

FAQPage Schema
How do I check if a video is AI generated?▼

Describe or paste the clip you received, and the skill searches for whether the event actually happened, who first reported it, and any existing fact checks or debunks. It returns a verdict separating real footage, generated content, and mislabeled real clips.

How to verify a viral video before sharing it?▼

Search for the original upload, first reports, and debunks of the clip rather than relying on visual vibes. The skill treats "it looks off" as non-evidence and names what would settle the question when no answer exists.

Can this skill detect AI-generated videos automatically?▼

No, it does not run an AI detector. It verifies clips through web search for origin reports and fact checks, because real footage with a lying caption survives every AI detector.

Does the verification skill require signing in to any account?▼

No sign-in is required. The skill is read-only, never posts, replies, reports, or shares anything, and redacts anything shown after a page unexpectedly asks for a login.

What happens when a video cannot be verified as real or fake?▼

The skill reports the case as unresolved and states exactly what evidence is missing, instead of picking a side to sound decisive. If a source fails to load, it skips that source and continues.

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