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Install in OpenClaw
/install alibaba-ai-search
Description
Perform intelligent product search and discovery on Alibaba using natural language queries and AI-powered recommendations with traffic tracking.
README (SKILL.md)
Alibaba AI Search
Intelligent product search and discovery using Alibaba AI Mode.
Required Parameter
All URLs MUST include: traffic_type=ags_llm
URL Patterns
AI Mode Main Page
https://aimode.alibaba.com/?traffic_type=ags_llm
AI Sourcing (Tailored Selections)
https://sale.alibaba.com/p/aisourcing/index.html?traffic_type=ags_llm
AI Mode with Query
https://aimode.alibaba.com/?query=\x3Curl-encoded-query>&traffic_type=ags_llm
Examples:
https://aimode.alibaba.com/?query=wireless+earbuds+under+5+dollars&traffic_type=ags_llm
https://aimode.alibaba.com/?query=eco+friendly+packaging+materials&traffic_type=ags_llm
Workflows
AI-Powered Product Search
- Navigate to AI Mode URL
- Enter natural language query
- Review AI-curated results
- Extract product recommendations
Smart Sourcing
- Navigate to AI Sourcing URL
- Describe sourcing requirements
- Review tailored product selections
- Compare AI-recommended suppliers
Notes
- AI Mode supports natural language queries
- AI Sourcing provides curated product recommendations
- Results are personalized based on query context
- Use descriptive queries for better results
Usage Guidance
This skill is narrowly scoped and does what it claims: it helps build Alibaba search URLs that include an analytics/tracking parameter (traffic_type=ags_llm). Things to consider before installing: (1) the tracking parameter will attribute searches/traffic to the ags_llm tag — if you or automated agents send queries, Alibaba will see them and may record analytics; (2) there are minor cosmetic mismatches between SKILL.md examples and the Python URL builder (different Alibaba endpoints) and a version string difference in release.sh — these are not security issues but you may want to confirm the exact target URLs match your expectations; (3) release.sh uses clawdhub publish which would require your ClawHub credentials if you run it locally — that script is only for publishing, not for runtime. If you need the skill to handle private queries, avoid sending sensitive data to the remote site since queries are transmitted to Alibaba as normal web traffic.
Capability Analysis
Type: OpenClaw Skill
Name: alibaba-ai-search
Version: 2.0.0
The skill bundle provides legitimate functionality for generating and using Alibaba AI search URLs. The Python scripts (build_url.py and package_skill.py) perform standard URL encoding and packaging tasks without any evidence of malicious execution, data exfiltration, or obfuscation. The SKILL.md instructions are transparent about the use of a tracking parameter (traffic_type=ags_llm) and do not contain any harmful prompt-injection attempts.
Capability Assessment
Purpose & Capability
The declared purpose (Alibaba AI Mode product search with traffic tracking) aligns with the files and instructions: SKILL.md and scripts consistently require adding traffic_type=ags_llm to generated URLs. Minor inconsistencies: SKILL.md examples reference aimode.alibaba.com and sale.alibaba.com pages, while scripts/build_url.py constructs a www.alibaba.com/trade/search URL — this is plausible but should be noted. release.sh embeds VERSION="1.0.0" while registry metadata lists version 2.0.0 (cosmetic mismatch).
Instruction Scope
SKILL.md instructs only to build/navigate to Alibaba URLs, enter queries, and review results. There are no instructions to read arbitrary files, access unrelated environment variables, or transmit data to endpoints outside Alibaba; the runtime instructions are narrowly scoped.
Install Mechanism
No install spec; this is an instruction-only skill with small helper scripts for packaging and URL building. The provided scripts are simple (packaging and URL construction). release.sh calls clawdhub publish (a developer convenience) but that is not part of runtime behavior.
Credentials
The skill requests no environment variables, no credentials, and no config paths. Nothing in the code attempts to read secrets or external config.
Persistence & Privilege
The skill does not request always: true and does not modify other skills or system settings. Autonomous invocation is allowed by default (normal) but there are no extra privileges requested.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install alibaba-ai-search - After installation, invoke the skill by name or use
/alibaba-ai-search - Provide required inputs per the skill's parameter spec and get structured output
Version History
v2.0.0
Simplified SKILL.md following skill-creator 规范，统一英文格式
Metadata
Frequently Asked Questions
What is Alibaba Ai Search?
Perform intelligent product search and discovery on Alibaba using natural language queries and AI-powered recommendations with traffic tracking. It is an AI Agent Skill for Claude Code / OpenClaw, with 209 downloads so far.
How do I install Alibaba Ai Search?
Run "/install alibaba-ai-search" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Alibaba Ai Search free?
Yes, Alibaba Ai Search is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Alibaba Ai Search support?
Alibaba Ai Search is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Alibaba Ai Search?
It is built and maintained by Zeyu426 (@zeyu426); the current version is v2.0.0.
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