AI-content-detector-Humanizer: A comprehensive web application that detects AI-generated content in PDF documents and transforms AI text

by DadaNanjesha · Agent Tool · ★ 92

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

Security audit verdict: SAFE · quality 70/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

huggingface-transformersnltk-pythonopen-sourcepymupdfpython3spacy-nlpstreamlit-applicationtransformers-models

Quick Facts

Stars92
Forks34
LanguagePython
CategoryAgent Tool
LicenseMIT
Quality Score70/100
Open Issues2
Last Updated2025-12-15
Created2025-02-22
Platformsbrowser, python
Est. Tokens~16k

About AI-content-detector-Humanizer

AI Content Detector & Humanizer A comprehensive web application that combines AI content detection with text humanization capabilities. Analyze PDF documents for AI-generated content and transform AI-written text into natural, human-like writing while preserving academic integrity.

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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