← Back to Skills Marketplace
Market Research Litiao
by
litiao1224
· GitHub ↗
· v1.0.0
· MIT-0
249
Downloads
0
Stars
2
Active Installs
1
Versions
Install in OpenClaw
/install market-research-litiao
Description
Size markets, analyze competitors, and validate opportunities with practical frameworks and free data sources. Uses Tavily API (preferred) for research.
Usage Guidance
This skill appears to legitimately use Tavily for market research and only requests a Tavily API key, which is reasonable. However, the runtime instructions expect you to run node scripts under ~/.openclaw/workspace/skills/tavily-search-litiao that are not included here — ask the publisher what those scripts are or whether you need a companion 'tavily-search' skill. Before installing or providing TAVILY_API_KEY: (1) verify the source/publisher and confirm where the referenced Node scripts come from, (2) inspect any companion scripts for unexpected behavior before running them, (3) consider creating a limited/rotatable Tavily key or testing in a sandbox account, and (4) avoid granting unrelated credentials or running unknown local scripts.
Capability Analysis
Type: OpenClaw Skill
Name: market-research-litiao
Version: 1.0.0
The skill bundle provides frameworks for market research and competitor analysis, but is classified as suspicious because it instructs the agent to perform high-risk shell operations. Specifically, SKILL.md directs the agent to navigate the local filesystem (cd ~/.openclaw/workspace/skills/tavily-search-litiao) and execute a Node.js script (node scripts/search.mjs) to perform searches. While these actions are plausibly necessary for the stated purpose of gathering market data using the Tavily API, the explicit use of shell execution and the requirement for a TAVILY_API_KEY constitute risky capabilities according to the analysis criteria.
Capability Assessment
Purpose & Capability
The name/description say it uses the Tavily API and the declared requirement is TAVILY_API_KEY — that's coherent. However, the SKILL.md instructs running node scripts in ~/.openclaw/workspace/skills/tavily-search-litiao which are not part of this package; relying on an external, undeclared companion script is surprising and should be justified.
Instruction Scope
Instructions are generally scoped to market research tasks and reference only the Tavily key. They do, however, instruct the agent to cd into a specific user-home path and run local Node scripts (node scripts/search.mjs ...). Those filesystem/command instructions reference code that isn't present in this skill and could cause the agent to attempt to execute arbitrary local scripts if those files exist — the SKILL.md should explain the relationship to the referred scripts or include them.
Install Mechanism
There is no install spec (instruction-only), which is low-risk in itself. The lack of an install step also explains why the referenced Node scripts are missing from this package — but that missing piece is the main concern, not the install mechanism.
Credentials
Only TAVILY_API_KEY is declared as required, and Tavily is explicitly the preferred data source. Requesting that single API key is proportionate to the stated purpose; no unrelated secrets or broad credentials are requested.
Persistence & Privilege
always is false and the skill does not request persistent or elevated privileges. Autonomous invocation is permitted (platform default) but not combined with other red flags here.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install market-research-litiao - After installation, invoke the skill by name or use
/market-research-litiao - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Bug fixes and improvements with -litiao suffix
Metadata
Frequently Asked Questions
What is Market Research Litiao?
Size markets, analyze competitors, and validate opportunities with practical frameworks and free data sources. Uses Tavily API (preferred) for research. It is an AI Agent Skill for Claude Code / OpenClaw, with 249 downloads so far.
How do I install Market Research Litiao?
Run "/install market-research-litiao" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Market Research Litiao free?
Yes, Market Research Litiao is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Market Research Litiao support?
Market Research Litiao is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Market Research Litiao?
It is built and maintained by litiao1224 (@litiao1224); the current version is v1.0.0.
More Skills