skill-market-fit-ranker
对一批 Skill 选题按高频、低门槛、传播性、ROI 和风险做排序。；use for skills, market-fit, prioritization workflows；do not use for 只按个人偏好排序, 忽略发布风险.
Install via CLI (Recommended)
clawhub install openclaw/skills/skills/52yuanchangxing/skill-market-fit-rankerWhat This Skill Does
The 'skill-market-fit-ranker' is a specialized analytical tool designed for AI agent developers and project managers to evaluate and prioritize potential agent skills. By utilizing a multi-dimensional framework—covering high-frequency usage, entry barriers, viral potential, Return on Investment (ROI), and operational risks—this skill transforms raw ideas into actionable, data-driven roadmaps. It ensures that development efforts are focused on high-impact, low-risk areas, maximizing the probability of market adoption and sustainable growth.
Installation
To integrate this skill into your environment, use the OpenClaw terminal:
clawhub install openclaw/skills/skills/52yuanchangxing/skill-market-fit-ranker
Ensure you have read-access to the {baseDir}/resources/ directory, as the skill leverages local templates and specification files to standardize output formats.
Use Cases
This skill is perfect for product brainstorming sessions, technical roadmapping, and developer grooming workflows. It is particularly effective for teams looking to filter dozens of backlog ideas into a core set of features. Use it when you need to validate a potential skill's viability before writing code or when re-evaluating an existing portfolio of agent capabilities to ensure alignment with current market trends.
Example Prompts
- "I have a list of 10 proposed skills for a travel planning agent. Here they are: [List]. Please rank them based on ROI and viral potential, and highlight any regulatory risks for the travel sector."
- "We are planning our Q3 roadmap for productivity agents. Given my team's focus on low-barrier, high-frequency utility tools, can you apply the market-fit-ranker to these 5 features?"
- "Evaluate these 3 potential AI skills for a legal assistant. Please provide a prioritized list and tell me which ones carry the highest compliance risk."
Tips & Limitations
To get the best results, always provide as much context as possible, including your target user persona and specific business goals. The skill is designed to act as a decision-support tool rather than an autonomous decision-maker; it will suggest, not execute. It will explicitly list 'Pending Items' if your input lacks critical information. Note that it will not prioritize based on personal preference and will always flag potential risks rather than ignoring them. For best results, ensure your input adheres to the structure defined in {baseDir}/resources/spec.json.
Metadata
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Find the right skillPaste this into your clawhub.json to enable this plugin.
{
"plugins": {
"official-52yuanchangxing-skill-market-fit-ranker": {
"enabled": true,
"auto_update": true
}
}
}Tags
Flags: file-read
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