A professional AI tool designed to identify and generate structured insight reports based on the AhaPoints Protocol v1.0.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install aha-point-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 aha-point-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 AhaPoint Generator?
The AhaPoint Generator is a technical skill designed to help developers and researchers systematically uncover high-value insights within specific domains. By utilizing the AhaPoints Protocol v1.0 (APS v1.0), it classifies findings into three distinct categories: Pain Points (red), Innovation Points (green), and Fun Points (yellow). This skill is essential for anyone building a knowledge base within the Openclaw Skills ecosystem who needs verifiable, structured, and relationship-aware data.
Beyond simple discovery, this tool provides a robust framework for intellectual property and priority claiming. Each generated report includes comprehensive metadata, including SHA-256 content hashing, version history, and author attribution, ensuring that every aha moment is documented with professional rigor.
AhaPoint Generator Use Cases
- Identifying market gaps and user complaints in specialized niches like remote work or fitness.
- Brainstorming technical innovations and AI-driven solutions for existing problems.
- Converting informal brainstorming notes into standardized, protocol-compliant documentation.
- Creating a structured repository of ideas for startup research or product development within Openclaw Skills environments.
How AhaPoint Generator Works
- Requirement Gathering: The agent identifies the target domain, insight types (Pain, Innovation, or Fun), and preferred output mode.
- Research Execution: The agent uses browser tools to scan social media, forums, and technical news for real-world user feedback and emerging trends.
- Classification & Synthesis: Findings are categorized and synthesized into the 7-part APS v1.0 template.
- Metadata Generation: A unique ID, ISO 8601 timestamps, and a SHA-256 hash are generated for each report to ensure data integrity.
- Visualization: A Mermaid-based knowledge graph is automatically created to show logical links (e.g., 'Innovation A solves Pain Point B').
- Registry Update: The new insight is indexed in a central JSON registry for easy retrieval and tracking.
AhaPoint Generator Setup
To initialize this skill, ensure your environment supports the browser tool and setup the directory structure:
mkdir -p ahapoints-protocol/{points,graphs,registry}
touch ahapoints-protocol/registry/index.json
Ensure the APS v1.0 protocol document is available in your workspace to serve as a reference for the AI agent.
AhaPoint Generator Data Schema & Taxonomy
The skill organizes data using a strict file and metadata taxonomy:
| Level | Component | Description |
|---|---|---|
| File | .md Report | Individual insight reports named YYYYMMDD-HHMM-[TYPE]-[Title].md |
| Metadata | YAML Header | Contains ID, timestamps, SHA-256 hash, author, and versioning |
| Graph | Mermaid | Logical relationship maps (inspires, solves, related_to) |
| Index | JSON Registry | A central index.json file tracking total counts and point metadata |
AhaPoint Generator Advanced Features
- Batch Generation Mode: Use the
--batchflag to explore multiple insights across a domain simultaneously. - Formatting Engine: Use the
--formatflag to automatically clean up and standardize raw user inputs into the APS protocol. - Relational Mapping: Automatically detects supersedes or derived_from relationships between new and existing insights.
- Version Control Integration: Optimized for Git workflows to track the evolution of ideas and maintain a verifiable audit trail within Openclaw Skills.
SKILL.md
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