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openlark

Plagiarism Checker

by OpenLark · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ⚠ suspicious
101
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Install in OpenClaw
/install plagiarism-checker
Description
Detect text originality and AI-generated content.
Usage Guidance
This skill runs a local Python script with only standard-library code and does not contact external services, but the docs overstate its capabilities. Before installing or relying on results: 1) Be aware results are heuristic and limited (trigram similarity + simple AI heuristics), not model-backed semantic matches; 2) The --db flag expects a local file of reference texts — it does not fetch URLs despite wording that suggests it might; 3) .docx support is claimed but the script reads files as plain text and may not handle binary .docx correctly; 4) Test the tool with known samples to validate accuracy before using for decisions; 5) If you need stronger detection (web-similarity, transformer embeddings, or legal-grade reports), ask the author for a version that actually integrates those components or use a vetted commercial service. If these mismatches are unacceptable, request clarification or an updated implementation that matches the documentation.
Capability Analysis
Type: OpenClaw Skill Name: plagiarism-checker Version: 1.0.0 The plagiarism-checker skill is a legitimate tool for analyzing text originality and AI-generation probability using local heuristic methods. The core script (scripts/check_plagiarism.py) uses standard Python libraries to calculate metrics like lexical diversity and sentence burstiness without any network access, shell execution, or data exfiltration logic.
Capability Assessment
Purpose & Capability
Name/description (plagiarism & AI detection) align with the included script, which provides heuristic AI-probability and trigram-based similarity checks. However, the reference docs and SKILL.md describe heavier capabilities (SimHash, sentence-transformer semantic similarity, SimHash fingerprints, external DB comparisons) that are not present in the code. This is a capability/documentation mismatch (overpromising).
Instruction Scope
SKILL.md instructs use of the script and mentions reading .docx files and supplying a DB of URLs; the CLI implementation only reads local text files via Path.read_text and does not fetch URLs or handle .docx formats robustly. SKILL.md and references imply networked/model-backed checks, but the runtime instructions only run the local script — the docs may mislead users about what data is sent or required.
Install Mechanism
No install spec and no external downloads; the skill is instruction-only with a contained Python script that uses only the standard library — low install risk.
Credentials
The skill requests no environment variables, no credentials, and no config paths. The script runs locally on provided text/files only and does not access network resources.
Persistence & Privilege
always:false and the skill does not request persistent presence or modify other skills/configurations. It runs as a normal, user-invoked utility.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install plagiarism-checker
  3. After installation, invoke the skill by name or use /plagiarism-checker
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of the plagiarism-checker skill. - Detects text originality and identifies AI-generated content. - Provides structured reports with originality scores, AI generation probability, and paragraph-level analysis. - Accepts input via direct text or file uploads (.txt, .md, .docx). - Includes recommendation and rewriting suggestions for low-scoring content.
Metadata
Slug plagiarism-checker
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is Plagiarism Checker?

Detect text originality and AI-generated content. It is an AI Agent Skill for Claude Code / OpenClaw, with 101 downloads so far.

How do I install Plagiarism Checker?

Run "/install plagiarism-checker" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Plagiarism Checker free?

Yes, Plagiarism Checker is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Plagiarism Checker support?

Plagiarism Checker is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Plagiarism Checker?

It is built and maintained by OpenLark (@openlark); the current version is v1.0.0.

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