Tianlong Analyst
Skill by guilinleolee
Why use this skill?
Use Tianlong Analyst to turn abstract ideas into actionable project plans. Expert demand deconstruction, risk assessment, and critical thinking for your next big project.
Install via CLI (Recommended)
clawhub install openclaw/skills/skills/guilinleolee/tianlong-analystWhat This Skill Does
The Tianlong Analyst skill is a sophisticated demand-structuring engine designed for product managers, developers, and strategic thinkers. It leverages critical thinking frameworks—including First Principles, incentive analysis, and second-order thinking—to deconstruct vague user requirements into actionable, structured insights. Whether you are validating a startup idea or assessing a technical project, this agent provides a professional-grade analysis based on the Tianlong Engine V7.4 framework, helping you move from abstract desires to concrete execution plans.
Installation
To integrate this skill into your environment, use the OpenClaw CLI:
clawhub install openclaw/skills/skills/guilinleolee/tianlong-analyst
Use Cases
- Product Validation: Quickly test if a new feature or application has market viability or if it faces excessive competition.
- Technical Decision Making: Evaluate whether a specific architecture or framework choice is the right path based on risk and long-term maintainability.
- Project Prioritization: Use the traffic light system to determine which tasks deserve immediate attention and which require deeper strategic planning.
- Strategic Pivot: Identify whether current business efforts align with the core incentives of your target audience.
Example Prompts
- "/tianlong-analyst 我想做一个基于区块链的去中心化社交网络，你觉得可行吗？"
- "/tianlong-analyst 我们团队正在考虑从 React 迁移到 Vue，请帮我进行复杂度评估和决策分析。"
- "/tianlong-analyst 我有一个个人知识管理应用的想法，它能帮我通过 AI 整理碎片化信息，请帮我做需求解构和潜力评估。"
Tips & Limitations
- Be Specific: The quality of the analysis is directly proportional to the detail provided in your input. Instead of "Make an app," provide the intended target audience and core problem.
- Iterative Process: Use the action suggestions as a starting point. If the agent returns a 'Red' status, treat it as a warning to iterate on your core hypothesis before spending resources.
- Critical Limitations: The skill is a decision-support tool, not a human decision-maker. It performs analysis based on logic patterns but lacks real-time, proprietary market data. Always validate the 'Action Suggestions' with real-world user feedback.
Metadata
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Find the right skillPaste this into your clawhub.json to enable this plugin.
{
"plugins": {
"official-guilinleolee-tianlong-analyst": {
"enabled": true,
"auto_update": true
}
}
}