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在 OpenClaw 中安装
/install plagiarism-checker
功能描述
Detect text originality and AI-generated content.
安全使用建议
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.
功能分析
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.
能力评估
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.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install plagiarism-checker - 安装完成后，直接呼叫该 Skill 的名称或使用
/plagiarism-checker触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
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.
元数据
常见问题
Plagiarism Checker 是什么？
Detect text originality and AI-generated content. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 101 次。
如何安装 Plagiarism Checker？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install plagiarism-checker」即可一键安装，无需额外配置。
Plagiarism Checker 是免费的吗？
是的，Plagiarism Checker 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Plagiarism Checker 支持哪些平台？
Plagiarism Checker 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 Plagiarism Checker？
由 OpenLark（@openlark）开发并维护，当前版本 v1.0.0。
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