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gptzero

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AI-detector auditing toolkit: measures how often a detector flags genuine human writing, how stable its verdict is across seeds, and whether that verdict survives meaning-preserving edits. Detector-in-the-loop measurement harness. Claude Code skill + Python CLI. MIT.

  • Updated Oct 22, 2026
  • Python
humanizar-es

Local AI text humanizer for Spanish & English, built on controlled experiments: a base model without chat training rewrites, a fidelity guard keeps every concept and quote, the rhythm is rebuilt, and flagged paragraphs are re-sampled and selected. 0% in Grammarly, ZeroGPT and GPTZero. No API · Humanizador IA local.

  • Updated Oct 8, 2026
  • Python

Local, full-logit AI text forensics and humanization toolkit. It scores markdown with observer/performer llama.cpp models (logPPL, logXPPL, B), surfaces chunk-aware hotspots and heatmaps, ranks rewrites, and ships CLI, desktop UI, Obsidian plugin, VS Code extension, and HTTP API (dev-grade) server with GUI test/demo harness.

  • Updated Feb 27, 2026
  • Python

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