Turnitin AI Checker
v1.0.0Turnitin AI Detection Checker - Check if text would be flagged by Turnitin's AI detection before submitting.
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MIT-0
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LicenseMIT-0 · Free to use, modify, and redistribute. No attribution required.
Security Scan
OpenClaw
Benign
high confidencePurpose & Capability
Name/description match the included files and algorithms: detection heuristics (perplexity proxy, burstiness, pattern matching, readability) and text humanization are implemented in the bundled scripts. The skill does not require Turnitin credentials because it only produces an estimate, which is coherent with the description.
Instruction Scope
SKILL.md directs the agent to accept text, analyze it with the provided methods, report scores, and optionally humanize flagged sections. The instructions and code only reference local text-processing functions; they do not instruct reading unrelated files, environment variables, or sending data to external endpoints.
Install Mechanism
No install spec (instruction-only) and included Python scripts are static. No downloads, external package installs, or archive extraction were specified. Risk from install mechanism is low.
Credentials
The skill declares no required environment variables, binaries, or credentials and the code reviewed does not access hidden config or secrets. Requested environment access is proportional to its functionality.
Persistence & Privilege
The skill does not request always:true, does not modify other skills or system configuration, and contains no instructions to persist credentials or change agent-wide settings.
Assessment
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.Like a lobster shell, security has layers — review code before you run it.
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License
MIT-0
Free to use, modify, and redistribute. No attribution required.