Back to skills
SkillHub ClubResearch & OpsFull StackData / AITech Writer

Arbiter

A Claude skill that detects deepfakes, misinformation, and AI-generated filler in data and media. It verifies content integrity using multi-model consensus to support high-stakes research and decision-making.

Packaged view

This page reorganizes the original catalog entry around fit, installability, and workflow context first. The original raw source lives below.

Stars
0
Hot score
74
Updated
March 20, 2026
Overall rating
C0.0
Composite score
0.0
Best-practice grade
N/A

Install command

npx @skill-hub/cli install matt-fell-ai-pai-arbiter
verificationsecuritymisinformationmedia-analysisautomation

Repository

matt-fell-ai/PAI

Skill path: skills/Arbiter

A Claude skill that detects deepfakes, misinformation, and AI-generated filler in data and media. It verifies content integrity using multi-model consensus to support high-stakes research and decision-making.

Open repository

Best for

Primary workflow: Research & Ops.

Technical facets: Full Stack, Data / AI, Tech Writer, Security, Testing.

Target audience: Productivity teams looking for install-ready agent workflows..

License: Unknown.

Original source

Catalog source: SkillHub Club.

Repository owner: matt-fell-ai.

This is still a mirrored public skill entry. Review the repository before installing into production workflows.

What it helps with

  • Install Arbiter into Claude Code, Codex CLI, Gemini CLI, or OpenCode workflows
  • Review https://github.com/matt-fell-ai/PAI before adding Arbiter to shared team environments
  • Use Arbiter for productivity workflows

Works across

Claude CodeCodex CLIGemini CLIOpenCode

Favorites: 0.

Sub-skills: 0.

Aggregator: No.

Arbiter | SkillHub