An AI-powered research agent that identifies and evaluates startup opportunities by mining user frustrations and market gaps across the web.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install painpoint-discovery
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 painpoint-discovery 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 Painpoint Discovery Expert?
The Painpoint Discovery Expert is a sophisticated tool designed to help entrepreneurs and developers uncover high-value market opportunities by analyzing real-world user frustrations. By utilizing Openclaw Skills, this agent scans social media, forums, and review sites to find recurring complaints that current products fail to solve. It moves beyond surface-level ideas to provide deep technical and business analysis, ensuring that your next project addresses a genuine market need.
This skill is particularly effective for those looking to build SaaS platforms, mobile applications, or hardware solutions based on validated data rather than intuition. By integrating Openclaw Skills into your research workflow, you can systematically evaluate market size, competition, and user willingness to pay before writing a single line of code.
Painpoint Discovery Expert Use Cases
- Exploring startup opportunities in specific domains like weight loss, remote work, or pet care.
- Analyzing discussion volume on forums to identify high-frequency problems.
- Validating product-market fit by finding specific scenarios where existing solutions fall short.
- Generating structured reports for business value assessment and entry barrier analysis.
How Painpoint Discovery Expert Works
- The agent confirms the target domain or niche topic with the user.
- It initiates a web research phase using browser tools to search for terms related to problems, frustrations, and complaints.
- The system captures snapshots of search results and extracts titles, summaries, and high-quality links.
- It performs deep scraping on selected links to gather detailed scenario stories and audience demographics.
- The agent structures the data into a comprehensive report, assessing the frequency and business value of each identified painpoint.
- Optionally, it generates independent AhaPoint reports to provide priority proof for specific innovations.
Painpoint Discovery Expert Setup
To use this skill, ensure your agent environment has access to a browser tool. No external binaries are required.
# Trigger the discovery process
openclaw run painpoint-discovery "find painpoints in remote work"
If you have the Brave Search API configured, the skill will automatically switch to API mode for faster data retrieval.
Painpoint Discovery Expert Data Schema & Taxonomy
The skill organizes its findings into structured reports and metadata-rich files.
| Attribute | Description |
|---|---|
| Scenario | The specific context where the user frustration occurs |
| Problem | The core technical or emotional frustration identified |
| Target Audience | The specific segment of users experiencing the issue |
| Business Value | A 1-5 star rating based on market size and competition |
| AhaPoints | Files organized via the YYYYMMDD-HHMM-PAIN-[Title] format |
All reports include research sources, keywords used, and recommended solution types (SaaS, Hardware, Service, etc.).
Painpoint Discovery Expert Advanced Features
- Support for the AhaPoints Protocol v1.0, enabling timestamped priority proof for original research.
- Dual-mode workflow support for both manual browser navigation and high-speed API-based search.
- Automated business value assessment including market size estimates and entry barrier analysis.
- Detailed solution path recommendations based on the specific type of painpoint identified.
SKILL.md
Loading
Related Openclaw Skills
AhaPoint Generator
A professional AI tool designed to identify and generate structured insight reports based on the AhaPoints Protocol v1.0.
Conversation Summary
An intelligent utility that condenses long conversation logs into concise, actionable summaries with support for incremental updates.
TOON (Token-Oriented Object Notation) Skill
A token-optimization skill that reduces structured data size by 30-60% to save costs and maximize context windows.
Edsby Student Integration
A powerful automation tool that connects Edsby academic data with Google Calendar and provides AI-driven performance reports.
Variflight
A professional-grade travel data integration skill for querying real-time aviation and railway information via the Variflight API.
md-to-page
A powerful CLI tool that transforms Markdown documents into polished, responsive, and scrollable HTML web pages.
Featured*
