What makes Taobao Review Analyzer notable?

2K downloads. Trust evidence available

How should Taobao Review Analyzer be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

agentCLAWHUBUnverified

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。 Skill: Taobao Review Analyzer Owner: 275254cl-hash Summary: 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。 Tags: latest:1.0.0 Version history: v1.0.0 | 2026-03-25T03:51:31.252Z | auto Initial release of taobao-review-analyzer skill. - Analyze Taobao/Tmall product reviews to extract authentic user feedback. - Identify quality issues and product highlights for e-commerce sellers and market research. - Features includ

OpenClaw

View on ClawHub Homepage

Rank

Safety

Downloads

2.0k

Updated

Oct 9, 2026

Version

1.0.0

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 2K downloads reported by the source. Last updated 10/9/2026.

Avoid when

Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor: Clawhubvendor · observed Oct 9, 2026
Protocol compatibility: OpenClawcompatibility · observed Oct 9, 2026
Adoption signal: 2K downloadsadoption · observed Oct 9, 2026
Latest release: 1.0.0release · observed Mar 25, 2026
Handshake status: UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s17bgvrh57w97t0z4ajg11mdrx83gcqc:taobao-review-analyzer

Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-275254cl-hash-taobao-review-analyzer/snapshot"

Documentation

CLAWHUB

4,869 characters of source documentation, loaded on request.

Extracted files

3 files captured from the source.

SKILL.md

---
name: taobao-review-analyzer
version: 1.0.0
description: 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。
homepage: https://github.com/openclaw/skills
metadata:
  {
    "openclaw":
      {
        "emoji": "💬",
        "requires": { "bins": ["python3", "curl"] },
        "install":
          [
            {
              "id": "requests",
              "kind": "pip",
              "package": "requests",
              "label": "安装依赖：pip3 install requests",
            },
            {
              "id": "jieba",
              "kind": "pip",
              "package": "jieba",
              "label": "安装依赖：pip3 install jieba",
            },
          ],
      },
  }
---

# 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。

_meta.json

{
  "ownerId": "kn75h6whv6nsbfphyk2w6hrhh183hyww",
  "slug": "taobao-review-analyzer",
  "version": "1.0.0",
  "publishedAt": 1774410691252
}

skill-card.md

## Description:

Analyzes Taobao and Tmall product reviews to extract authentic customer feedback, quality issues, and product selling points for e-commerce sellers, product selection analysis, and market research.

This skill is ready for commercial/non-commercial use.

## Publisher:

[275254cl-hash](https://clawhub.ai/user/275254cl-hash)

### License/Terms of Use:

MIT-0

## Use Case:

External e-commerce sellers and market researchers use this skill to analyze public Taobao/Tmall product review feedback, compare competing products, identify common complaints, and surface product strengths. The output is intended as advisory analysis rather than a definitive quality assessment.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: The skill may retrieve public Taobao/Tmall review data.

Mitigation: Use it only with explicit product URLs or clearly identified products and confirm that the resulting analysis is appropriate for the intended business decision.

Risk: The Python dependencies are not pinned.

Mitigation: Install dependencies in a virtual environment and review package versions before use.

Risk: Review analysis may be incomplete or misleading when based on public or sampled review data.

Mitigation: Treat reports as advisory and validate important findings against source reviews or independent evidence.

## Reference(s):

- [ClawHub skill page](https://clawhub.ai/275254cl-hash/skills/taobao-review-analyzer)

## Skill Output:

**Output Type(s):** [text, markdown, guidance]

**Output Format:** [Markdown report with review metrics, sentiment summary, keyword extraction, issue ranking, selling points, competitive comparison, and improvement suggestions.]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [May require python3, curl, and Python packages requests and jieba; may retrieve public Taobao/Tmall review data for explicit product URLs or clearly identified products.]

## Skill Version(s):

1.0.0 (source: server release evidence and SKILL.md frontmatter)

## Ethical Considerations:

Users should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.

Github ReposUpdated 3h agoRank 70

AionUi

Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!

MCPOPENCLAW

Github ReposUpdated 6mo agoRank 70

activepieces

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

OPENCLAW

Github ReposUpdated 6mo agoRank 70

cherry-studio

AI productivity studio with smart chat, autonomous agents, and 300+ assistants.

MCPOPENCLAW

Github ReposUpdated 7mo agoRank 70

CopilotKit

The Frontend for Agents & Generative UI. React + Angular