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在 OpenClaw 中安装
/install ebay-review-checker
功能描述
eBay review and feedback authenticity analyzer. Detect fake reviews, suspicious seller feedback patterns, and buyer manipulation. Includes time clustering de...
使用说明 (SKILL.md)
eBay Review Checker 🔍
Review and feedback authenticity analyzer for eBay — detect fake reviews, suspicious patterns, and feedback manipulation.
Installation
npx skills add nexscope-ai/eCommerce-Skills --skill ebay-review-checker -g
Features
- Seller Feedback Analysis — Analyze seller feedback authenticity
- Buyer Feedback Patterns — Detect suspicious buyer behavior
- eBay-specific Red Flags — Platform-specific warning signs
- Progressive Analysis — More data = deeper insights
eBay-Specific Detection
| Signal | Description |
|---|---|
| Feedback timing | Clustered feedback in short periods |
| Generic comments | "A+++" or "Great seller" patterns |
| Account age | New accounts leaving multiple feedbacks |
| Transaction patterns | Unusual buying/selling patterns |
Risk Levels
| Score | Level | Description |
|---|---|---|
| 70-100 | ✅ Low Risk | Feedback appears authentic |
| 50-69 | ⚠️ Medium Risk | Some concerns found |
| 30-49 | 🔴 High Risk | Multiple red flags |
| 0-29 | 💀 Critical | Likely manipulated feedback |
Usage
Paste Feedback
Check this seller feedback:
Positive - Great seller, fast shipping! A+++
Positive - Excellent transaction, thank you!
Positive - Perfect! Would buy again.
Negative - Item never arrived.
JSON Input
python3 scripts/analyzer.py '[
{"content": "A+++ seller!", "rating": "positive", "date": "2024-01-15"},
{"content": "Fast shipping", "rating": "positive", "date": "2024-01-15"}
]'
Output Example
📊 eBay Feedback Authenticity Report
Seller: example_seller
Feedback Count: 50
Analysis Level: L3
━━━━━━━━━━━━━━━━━━━━━━━━
Authenticity Score: 72/100 ✅
Low Risk - Feedback appears authentic.
━━━━━━━━━━━━━━━━━━━━━━━━
Detection Results
✅ Time Clustering: Normal
⚠️ Generic Comments: 15% (slightly high)
✅ Account Diversity: Good
Part of Nexscope AI — AI tools for e-commerce sellers.
安全使用建议
Key things to consider before installing: 1) Code/purpose mismatch: the SKILL.md advertises eBay, but the code repeatedly mentions Amazon/ASIN and even prints 'Amazon Review Checker' in reports — confirm whether the logic is suitable for eBay or if the author reused Amazon-centric code. 2) Installation: SKILL.md suggests using npx to fetch a package (external network download). Only run that if you trust the nexscope-ai package source; review the package on npm/GitHub first. 3) Data handling: the tool parses and writes review data to an HTML file. If you plan to analyze sensitive data, run it in an isolated environment and inspect the code for any network calls (look for 'requests', 'urllib', 'socket', 'subprocess', or os.environ reads) in the parts truncated here. 4) If you need true eBay-specific checks (seller IDs, eBay API fields), verify the implementation or prefer a tool explicitly tested for eBay. 5) To improve confidence: get the full, untruncated source and scan it for network I/O and environment access. If you cannot verify the package source or full code, run the scripts offline in a sandbox before giving them any sensitive data.
功能分析
Type: OpenClaw Skill
Name: ebay-review-checker
Version: 0.1.0
The ebay-review-checker skill bundle is a legitimate tool designed to analyze the authenticity of e-commerce feedback. The Python scripts (analyzer.py, parser.py, and report_html.py) implement standard data processing and visualization logic, such as Jaccard similarity for content, time-series analysis for clustering, and keyword detection for incentivized reviews. No evidence of data exfiltration, malicious execution, or prompt injection was found; a minor inconsistency in documentation (referring to Amazon in some code comments while the skill is for eBay) appears to be a harmless template reuse error.
能力评估
Purpose & Capability
The SKILL.md and metadata claim an eBay-focused reviewer, but the bundled code (docstrings, variables, report footer) repeatedly references Amazon, ASIN, and 'Amazon Review Checker'. This mismatch could be harmless (reused code) but may also mean the analyzer uses Amazon-specific assumptions (ASIN, VP heuristics) that are not appropriate for eBay. Users should verify whether eBay-specific checks are actually implemented and whether outputs reference the correct identifiers.
Instruction Scope
Runtime instructions ask the agent to run the included Python scripts and paste or pass review text/JSON. The scripts parse text, score dimensions (time clustering, content similarity, rating distribution, VP ratio), and generate an HTML report. The instructions do not ask the agent to read unrelated files or environment variables. There is no obvious instruction to transmit data to external endpoints in the provided SKILL.md.
Install Mechanism
The skill has no formal install spec in the registry, but SKILL.md suggests installing via an npx command (npx skills add nexscope-ai/eCommerce-Skills --skill ebay-review-checker -g). That command will fetch code from an external package at install time — verify the package source before running. The included code itself has no obvious external download behavior in the visible portions, but the npx-based install is an external network action and should be treated accordingly.
Credentials
No environment variables, credentials, or config paths are required. The included scripts (parser, analyzer, report generator) do not reference os.environ or secret-bearing config in the provided excerpts. This is proportional to the declared purpose.
Persistence & Privilege
The skill is not marked always:true and uses normal model invocation. There is no sign in the provided files that it modifies other skills or system-wide agent settings. It writes an HTML report to disk (normal for a report generator) but does not request permanent system presence.
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 ebay-review-checker - 安装完成后，直接呼叫该 Skill 的名称或使用
/ebay-review-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
v0.1.0
Initial release of eBay Review Checker.
- Analyze eBay seller feedback for authenticity and manipulation.
- Detect fake reviews using time clustering, content similarity, and account behavior.
- Identify eBay-specific red flags such as clustered feedback, generic comments, and suspicious transaction patterns.
- Scoring system indicates risk level (Low to Critical).
- No API key required; supports both text and JSON feedback input.
元数据
常见问题
Ebay Review Checker 是什么？
eBay review and feedback authenticity analyzer. Detect fake reviews, suspicious seller feedback patterns, and buyer manipulation. Includes time clustering de... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 117 次。
如何安装 Ebay Review Checker？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install ebay-review-checker」即可一键安装，无需额外配置。
Ebay Review Checker 是免费的吗？
是的，Ebay Review Checker 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Ebay Review Checker 支持哪些平台？
Ebay Review 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 Ebay Review Checker？
由 Henk Nie（@phheng）开发并维护，当前版本 v0.1.0。
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