技能详情（站内镜像，无评论）
作者：Elway Botty @avmw2025
许可证：MIT-0
MIT-0 ·免费使用、修改和重新分发。无需归因。
版本：v1.0.0
统计：⭐ 0 · 150 · 0 current installs · 0 all-time installs
⭐ 0
安装量（当前） 0
🛡 VirusTotal ：良性 · OpenClaw ：良性
Package：avmw2025/amazon-listing-optimizer
安全扫描（ClawHub）
- VirusTotal ：良性
- OpenClaw ：良性
OpenClaw 评估
The skill's code, instructions, and resource needs are consistent with its stated purpose (scraping and analyzing Amazon listings); it requires no secrets or unusual installs and only communicates with Amazon endpoints and the local filesystem.
目的
Name/description match what the skill does: included Python scripts fetch Amazon pages and autocomplete suggestions, parse listing data, score components, extract keywords, and write local reports. No unrelated credentials, binaries, or install steps are requested.
说明范围
SKILL.md instructs the agent to run the included Python scripts. The scripts only perform HTTP(S) requests to Amazon domains, parse HTML/JSON, print output, and save JSON reports under the skill's reports/ directory. There are no instructions to read unrelated system files, access environment secrets, or send data to third-party endpoints outside of amazon.* domains.
安装机制
No install spec is provided and the code is pure-stdlib Python; nothing is downloaded or written during install. This is low-risk from an installation standpoint.
证书
The skill declares no required environment variables, credentials, or config paths, and the scripts do not attempt to read hidden env vars. Network access to Amazon endpoints is necessary for the claimed functionality and is proportionate.
持久
The skill does write reports to a local reports/ directory (creates files under the skill path) but does not request permanent platform-level privileges or modify other skills. always is false and autonomous invocation is permitted by default (normal for skills).
综合结论
This skill appears internally coherent and does what it says: it scrapes Amazon pages and the Amazon autocomplete endpoint, analyzes the HTML/JSON, and saves reports locally. Things to consider before installing or running it: 1) scraping Amazon can trigger rate limits, CAPTCHAs, or violate Amazon's terms of service — runs use your machine's IP and may be blocked if used heavily; 2) the scripts save scraped data to reports/ in the skill folder…
安装（复制给龙虾 AI）
将下方整段复制到龙虾中文库对话中，由龙虾按 SKILL.md 完成安装。
请把本段交给龙虾中文库（龙虾 AI）执行：为本机安装 OpenClaw 技能「Amazon Listing Optimizer」。简介：Analyze and score any Amazon listing, find keyword opportunities, and spy on co…。
请 fetch 以下地址读取 SKILL.md 并按文档完成安装：https://raw.githubusercontent.com/openclaw/skills/refs/heads/main/skills/avmw2025/amazon-listing-optimizer/SKILL.md
（来源：yingzhi8.cn 技能库）SKILL.md
# Amazon Listing Optimizer — Free Listing Analysis & Keyword Research
**Free alternative to Helium 10 ($97/mo) and Jungle Scout ($49/mo).**
## Description
Analyze any Amazon product listing, score its quality, find keyword opportunities, and spy on competitors. No API keys needed. No subscription. Just results.
## When to Use
- User wants to optimize an Amazon listing
- User needs keyword research for Amazon SEO
- User wants to analyze competitors in a niche
- User asks about Amazon listing quality or conversion optimization
- User mentions Helium 10, Jungle Scout, or any Amazon seller tool
## Tools
### 1. Listing Analyzer
Scores any ASIN on Title (30%), Bullets (25%), Images (25%), Reviews (20%). Returns actionable feedback.
```bash
cd <skill_dir>/scripts && python3 analyzer.py B0XXXXXXXXX
```
### 2. Keyword Extractor
Uses Amazon's own autocomplete to find long-tail keyword opportunities. Alphabet expansion + depth crawling.
```bash
cd <skill_dir>/scripts && python3 keyword_extractor.py "seasoning blend" com 2
```
### 3. Competitor Spy
Search any term, find top ASINs, identify weak competitors to outrank.
```bash
cd <skill_dir>/scripts && python3 competitor_spy.py "garlic seasoning organic"
```
## What It Scores
- **Title** (0-100): Length, keywords, formatting, numbers, separators
- **Bullets** (0-100): Count, length, benefit language, keyword density
- **Images** (0-100): Count vs Amazon's 7+ recommendation
- **Reviews** (0-100): Rating + review count as social proof
- **Overall** (0-100): Weighted composite with letter grade (A+ to F)
## No Dependencies
- Pure Python 3 (stdlib only)
- No pip install needed
- No API keys
- No browser extension
- Works on any machine with Python 3.6+
## Comparison
| Feature | This Skill | Helium 10 | Jungle Scout |
|---------|-----------|-----------|--------------|
| Price | FREE | $97-397/mo | $49-399/mo |
| Listing Score | ✅ | ✅ | ✅ |
| Keyword Research | ✅ | ✅ | ✅ |
| Competitor Analysis | ✅ | ✅ | ✅ |
| API Key Required | ❌ | ✅ | ✅ |
| Works in Agent | ✅ | ❌ | ❌ |