Turnitin AI Checker

Turnitin AI Detection Checker - Check if text would be flagged by Turnitin's AI detection before submitting.

This skill appears internally consistent: it implements local heuristics to estimate Turnitin-style AI scores and offers humanization transformations. Important things to consider before installing or using it: (1) Ethical/legal: using humanization to evade plagiarism/AI-detection policies can violate academic integrity rules — don't use it to cheat. (2) Accuracy: the tool provides an estimate, not official Turnitin results; rely on it only as a rough guide and review humanized text carefully for meaning and correctness. (3) Privacy: the skill processes whatever text you submit; avoid pasting sensitive or confidential material unless you trust the execution environment. (4) Non-determinism: humanization uses randomness and may produce variable outputs; re-run and review results. If you want extra assurance, inspect the full scripts in your environment, run them in a sandboxed interpreter, and confirm there are no network calls or additional files beyond those reviewed.

Type: OpenClaw Skill Name: turnitin-ai-checker Version: 1.0.0 The skill bundle provides tools for AI text detection and humanization, consistent with its stated purpose. The Python scripts (ai_checker.py and humanize.py) use standard heuristics like perplexity proxies, burstiness analysis, and linguistic transformations without any network access, file system manipulation, or obfuscation. No evidence of data exfiltration, malicious execution, or prompt injection was found.