An AI-driven research and design framework that transforms Reddit community discussions into validated 7-day Minimum Viable Product plans.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install mvp-idea-generator
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install mvp-idea-generator using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is MVP Idea Generator?
The MVP Idea Generator is a specialized tool designed for indie hackers, SaaS founders, and AI developers who need to bridge the gap between market research and product execution. By leveraging Openclaw Skills, this agent systematically scans vertical subreddits to identify high-frequency user complaints and unmet needs, filtering out noise to find authentic commercial opportunities.
Beyond mere discovery, the skill provides a structured blueprint for building. It synthesizes identified pain points into a lean product definition, selecting the most efficient tech stack and a rigorous 7-day development schedule. This approach ensures that developers spend their time building solutions people actually want, rather than products in search of a problem.
MVP Idea Generator Use Cases
- Validating a new product concept before writing a single line of code.
- Identifying high-potential niche markets and startup directions.
- Designing a lean MVP feature set for rapid 7-day builds.
- Assessing the commercial feasibility and competition of a project idea.
- Generating compliant Reddit validation posts to gather early user feedback.
How MVP Idea Generator Works
- Subreddit Discovery: The agent identifies high-value subreddits (over 10k subscribers) with active commercial discussions related to your target niche.
- Pain Point Mining: It analyzes top posts to extract recurring phrases like "I wish there was" or "The current solution sucks," documenting evidence and frequency.
- MVP Design: A core feature is defined based on the highest priority pain point, paired with a minimal tech stack for a 7-day build cycle.
- Validation Copywriting: The tool generates Reddit-compliant post templates (Problem, Solution, or Pre-launch) to test interest without spamming.
- Commercial Scoring: A final 50-point rubric evaluates demand, market size, competition, feasibility, and monetization to provide a Go/No-Go recommendation.
MVP Idea Generator Setup
To deploy this skill within your environment, ensure you have access to the Openclaw Skills framework and web search capabilities enabled.
MVP Idea Generator Data Schema & Taxonomy
The skill organizes its output into a structured report based on the following taxonomy:
| Data Category | Description | Key Metadata |
|---|---|---|
| Subreddit Leads | List of 5-10 target communities | Subscriber count, Activity score, Rules summary |
| Pain Point Log | Prioritized list of user frustrations | Evidence links, Frequency, Upvote count |
| MVP Spec | Technical and functional roadmap | Core feature, Tech stack, 7-day milestones |
| Validation Assets | Ready-to-use post templates | Post type, Subreddit-specific compliance notes |
| Viability Score | Final 50-point assessment | Demand intensity, Feasibility, Risk factors |
MVP Idea Generator Advanced Features
- Evidence-Based Ranking: Prioritizes ideas based on quantifiable Reddit engagement metrics rather than subjective intuition.
- Regulatory Compliance Check: Automatically cross-references subreddit rules to ensure validation posts don't get banned for spam.
- Minimalist Tech Selection: Recommends tools specifically for speed-to-market to ensure the 7-day build goal is realistic.
- Multi-Phase Decision Gates: Provides clear 'No-Go' signals if an idea scores below 30/50, saving developers weeks of wasted effort.
- Context-Aware Research: Integrates latest market data via real-time web search to supplement historical Reddit threads.
SKILL.md
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