Taobao Review Analyzer

淘宝/天猫商品评价分析，提取用户真实反馈，发现质量问题和卖点。适合电商卖家、选品分析、市场调研。

Security Scan

The skill's requirements and instructions are consistent with a Taobao/Tmall review-scraping and text-analysis utility; it asks for reasonable local tools (python3, curl) and NLP libs (requests, jieba) and does not request unrelated credentials or system access.

Purpose & Capability

Name/description (Taobao/Tmall review analysis) aligns with requested binaries (python3, curl) and the listed Python deps (requests for HTTP, jieba for Chinese tokenization). Nothing requested appears unrelated to the stated purpose.

Instruction Scope

SKILL.md is high-level and user-facing (example prompts and expected outputs) but contains no concrete scraping code or detailed runtime commands. That gives the agent latitude to fetch review pages from Taobao/Tmall (expected for this skill) — be aware network access and potential site anti-scraping/captcha challenges or ToS considerations are not addressed.

Install Mechanism

The skill is instruction-only (no installer). The metadata lists pip packages (requests, jieba) as needed, but there is no automated install spec in the registry. Installing the listed Python packages manually (pip3 install ...) is required for full functionality.

Credentials

The skill requests no environment variables, credentials, or config paths — appropriate for extracting and analyzing publicly available reviews. It does not ask for unrelated secrets or system configuration.

Persistence & Privilege

No persistent or elevated privileges are requested (always: false). The skill does not modify other skill configurations or request permanent presence.

Assessment

This skill appears coherent, but note: (1) it is instruction-only — you must ensure python3 is installed and manually install the listed Python packages (requests, jieba) for full functionality; (2) invoking the skill will cause the agent to fetch Taobao/Tmall pages over the network — watch for rate limits, captchas, and terms-of-service/legal issues related to scraping; (3) the SKILL.md is high-level and leaves scraping implementation to the agent, so verify any data-collection behavior you run (frequency, target URLs) before granting network access. If you need automated installs or explicit handling of login-required pages, request those details from the skill author before use.

淘宝评价分析技能

分析淘宝/天猫商品评价，提取用户真实反馈，发现质量问题和产品卖点。

功能

1. 评价抓取: 获取商品评价数据（好评、中评、差评）
2. 情感分析: 判断评价情感倾向（正面/负面/中性）
3. 关键词提取: 发现用户最关心的产品特性
4. 问题发现: 识别常见质量问题和投诉点
5. 卖点挖掘: 提取用户认可的产品优势
6. 竞品对比: 对比同类商品的评价差异

使用方式

分析这个商品的评价 https://item.taobao.com/item.htm?id=xxx

提取这款产品的用户反馈和常见问题

对比两款商品的口碑差异

输出示例

💬 淘宝评价分析报告

📊 评价概况：
├─ 总评价数：15,234
├─ 好评率：98.5%
├─ 有图评价：3,245 (21%)
└─ 追评数量：1,876 (12%)

📈 情感分析：
├─ 正面：89% (质量好、物流快、性价比高)
├─ 中性：8% (一般、还行)
└─ 负面：3% (尺寸不准、颜色差异)

🔑 高频关键词：
├─ 正面：
│   ├─ 质量好 (2,345 次)
│   ├─ 物流快 (1,876 次)
│   └─ 性价比高 (1,543 次)
├─ 负面：
│   ├─ 尺寸偏小 (234 次) ⚠️
│   └─ 颜色差异 (156 次) ⚠️

⚠️ 质量问题 TOP5：
1. 尺寸偏小（建议买大一码）
2. 颜色与图片有差异
3. 线头较多
4. 包装简陋
5. 发货慢

✅ 用户认可卖点：
1. 面料舒适
2. 做工精细
3. 款式好看
4. 价格便宜
5. 客服态度好

💡 改进建议：
- 详情页注明尺码偏小
- 实物拍摄减少色差
- 加强质检减少线头

变现模式

• 免费：每日 3 次分析
• 付费 (¥59/月)：无限分析 + 竞品对比 + 数据导出
• 付费 (¥129/月)：+ 定制报告 + API 访问

---

声明: 评价数据来源于公开信息，仅供参考。