Plagiarism Checker

Use when: User provides text/document and asks to check originality, detect plagiarism, assess similarity, or rewrite high-duplicate content. Triggers: "chec...

This skill appears coherent and local-only, but before installing or running it: 1) review the full scripts/main.py (the prompt version was truncated) to confirm there are no network calls, telemetry, or attempts to read unrelated files; 2) verify input-path validation (reject '../' and absolute paths) to avoid path-traversal and accidental disclosure; 3) run it in a sandbox/workspace with non-sensitive test files first to confirm outputs and error handling; 4) check paraphrasing outputs carefully because automated rewrites can change meaning; and 5) consider adding dependency pinning and a brief security review if you will run it on confidential documents.

Type: OpenClaw Skill Name: plagiarism-checker-pre-screener Version: 1.0.0 The plagiarism-checker-pre-screener skill is a legitimate tool for local text similarity analysis and basic paraphrasing. The core logic in `scripts/main.py` implements standard NLP algorithms (TF-IDF, Cosine Similarity, and Jaccard index) using only Python's standard library and the `dataclasses` module. There is no evidence of network activity, data exfiltration, or unauthorized file system access; all operations are performed locally on the provided input text or files.