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Install in OpenClaw
/install voc-amazon-reviews
Description
VOC AI — Amazon Review Intelligence. Input an ASIN, fetch real Amazon reviews via Shulex VOC API and run AI analysis. Outputs a structured bilingual report:...
Usage Guidance
This package is mostly coherent with its stated purpose but the registry metadata does not declare the VOC_API_KEY that the scripts actually require. Before installing: (1) verify the VOC_API_KEY requirement and set the key only if you trust apps.voc.ai / openapi.shulex.com, (2) run the scripts in an isolated environment (or inspect them locally) since they call an external API and your OpenClaw CLI, (3) confirm the package owner/source (GitHub link vs unknown registry owner) to reduce supply-chain risk, and (4) avoid putting any high-privilege or long-lived credentials in VOC_API_KEY — use an account with limited credits/permissions if possible. If you want to proceed, update the skill metadata to declare VOC_API_KEY (so the platform can surface the requirement) or refuse install until metadata matches actual runtime requirements.
Capability Analysis
Type: OpenClaw Skill
Name: voc-amazon-reviews
Version: 1.1.2
The skill bundle is a legitimate tool for fetching and analyzing Amazon reviews using the Shulex VOC API and the OpenClaw AI agent. It follows standard security practices by using environment variables for API keys (VOC_API_KEY) and temporary files for data processing. The scripts (voc.sh, fetch.sh, analyze.sh) perform their stated functions without any evidence of data exfiltration, unauthorized execution, or malicious prompt injection.
Capability Tags
Capability Assessment
Purpose & Capability
Name/description (Amazon review VOC analysis) align with the included scripts: fetch.sh calls the Shulex VOC OpenAPI and analyze.sh runs an OpenClaw model on the fetched reviews. Nothing in the code requests unrelated cloud credentials or services beyond the VOC API and local OpenClaw model.
Instruction Scope
SKILL.md and the scripts limit their actions to: (1) calling the Shulex API (openapi.shulex.com), (2) invoking the local OpenClaw CLI/agent for analysis, (3) creating/removing temporary files, and (4) rendering a report. They do not attempt to read other system config files or transmit data to unexpected endpoints.
Install Mechanism
No install spec is provided (instruction-only + included scripts). That minimizes installation risk — the skill will not download or extract external archives during install. Scripts run from the skill directory and use standard tools (curl, python3, openclaw).
Credentials
SKILL.md and the scripts clearly require VOC_API_KEY, but the registry metadata lists no required environment variables / primary credential. This metadata omission is an inconsistency that should be resolved before trusting the package. The only secret the code needs is VOC_API_KEY (proportionate), but confirm no other undeclared credentials are required.
Persistence & Privilege
The skill does not set always:true and does not modify other skills or system-wide settings. It uses temporary files and does not persist credentials to disk in the code paths shown.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install voc-amazon-reviews - After installation, invoke the skill by name or use
/voc-amazon-reviews - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.1.2
Clean publish: core files only (no demo/tests). Fixes security flag.
v1.1.0
VOC Amazon Reviews v1.1.0 — now powered by Shulex VOC API
- Switched review source to Shulex VOC API for reliable, real-time Amazon data (replaces legacy browser scraper as default).
- Added fetch.sh API client to manage scraping and polling tasks.
- Simplified setup: just set a single API key (VOC_API_KEY); API credits model now applies.
- New, clearer documentation, usage examples, cost guide, and demo output included.
- Extensive new demo and testing scripts in demo/ and tests/ folders.
- Legacy browser-based scraper marked as deprecated.
v1.0.4
Rewrite skill description and documentation in English
v1.0.3
README updated: OpenClaw model integration docs
v1.0.2
Switched to OpenClaw default model — no separate API key needed
v1.0.1
README rewritten in English
v1.0.0
Initial release: sentiment analysis, pain points, selling points, bilingual Listing optimization tips
Metadata
Frequently Asked Questions
What is Voc Publish NPIIr8?
VOC AI — Amazon Review Intelligence. Input an ASIN, fetch real Amazon reviews via Shulex VOC API and run AI analysis. Outputs a structured bilingual report:... It is an AI Agent Skill for Claude Code / OpenClaw, with 483 downloads so far.
How do I install Voc Publish NPIIr8?
Run "/install voc-amazon-reviews" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Voc Publish NPIIr8 free?
Yes, Voc Publish NPIIr8 is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Voc Publish NPIIr8 support?
Voc Publish NPIIr8 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Voc Publish NPIIr8?
It is built and maintained by mguozhen (@mguozhen); the current version is v1.1.2.
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