by lynote-ai · Agent Tool · ★ 3.4k
Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h
git clone https://github.com/lynote-ai/humanize-text.gitTaken from the project's README on GitHub. Check the security audit before running it.
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.
| Stars | 3,445 |
| Forks | 392 |
| Language | Python |
| Category | Agent Tool |
| License | MIT |
| Quality Score | 68/100 |
| Open Issues | 38 |
| Last Updated | 2026-10-22 |
| Created | 2026-05-18 |
| Platforms | cli, docker, python |
| Est. Tokens | ~16k |
Free Humanize Text: Open-source toolkit to rewrite AI-generated content into natural English | 中文 What is Humanize-Text? An AI text humanization toolkit. This repo evolved through two stages: v1.0 — Documented 4 humanization methodologies as reference implementations (translation chain, multi-turn LLM rewriting, detection-guided feedback loop, mixed-engine translation). See docs/techniques.md.
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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: