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content-policy

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mace

MACE (MCP-Assisted Content Enforcement) is an MCP server for Adobe Experience Manager (AEM) that scans and fixes regional style governance violations using native AEM APIs—no custom AEM code. Works with Claude Desktop and Cursor.

  • Updated Mar 14, 2026
  • TypeScript

Independent YouTube evaluation framework for content policy classification. Dual-classifier architecture (LLM + rules baseline) across YouTube's 14 advertiser-friendly categories with cross-classifier analysis, consistency auditing, and a Streamlit dashboard.

  • Updated Mar 20, 2026
  • Python

Design a comprehensive prompt-based system for content moderation that handles nuanced cases, cultural contexts, and edge cases, with explainable decisions and adjustable sensitivity levels.

  • Updated Sep 16, 2025
  • JavaScript

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