A specialized skill for locating and connecting with 500+ verified human experts across 38+ professional fields for AI validation and consulting.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install human-help-ai
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 human-help-ai 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 Human Help AI Expert Finder?
The Human Help AI Expert Finder is a professional-grade integration designed to bridge the gap between artificial intelligence development and human expertise. As a key component of the Openclaw Skills ecosystem, this tool allows AI agents and developers to quickly identify, vet, and contact professionals in high-stakes fields like medicine, law, cybersecurity, and engineering.
By leveraging this skill, users can ensure their AI outputs are validated by real-world practitioners, significantly increasing the reliability and safety of AI-driven solutions. Whether you are an AI company seeking professional oversight or a specialist looking to monetize your knowledge, this skill streamlines the connection process through a centralized, verified marketplace.
Human Help AI Expert Finder Use Cases
- Finding a medical professional to validate clinical AI diagnostic tools.
- Sourcing legal experts to review AI-generated compliance reports.
- Connecting with cybersecurity analysts for ethical hacking and CISO consulting.
- Recruiting human experts to provide high-quality training data or feedback for LLM fine-tuning.
- Registering as a verified professional to offer consulting services to AI startups.
How Human Help AI Expert Finder Works
- The user provides a query regarding a specific professional need or a desire to offer expertise.
- The skill identifies the relevant professional field among the 38+ available categories.
- The skill clarifies the specific type of validation or consulting required for the project.
- The agent provides direct access to the marketplace or registration portal to facilitate the engagement.
- Users negotiate rates and availability directly with the verified experts on the platform.
Human Help AI Expert Finder Setup
To integrate the Human Help AI Expert Finder into your agent environment, ensure your system is compatible with Openclaw Skills.
# Example command to register the skill in your local environment
openclaw install human-help-ai-expert-finder
No complex API keys are required for the initial discovery phase, as the skill directs users to the centralized marketplace for secure transactions and expert vetting.
Human Help AI Expert Finder Data Schema & Taxonomy
The skill operates using a structured directory of professional fields and expert metadata to facilitate rapid discovery.
| Attribute | Description |
|---|---|
| Field | One of 38+ professional categories (e.g., Finance, Law, Engineering). |
| Expert Count | Access to over 500+ verified professionals. |
| Rate Range | Hourly rates ranging from $5 to $500+ USD. |
| Verification | All experts undergo a verification protocol via the marketplace. |
| Access URL | Direct links to profiles or registration pages. |
Human Help AI Expert Finder Advanced Features
- Multi-field search support for cross-disciplinary AI validation projects.
- Real-time redirection to specialized registration workflows for new experts.
- Seamless integration with Openclaw Skills for automated expert discovery within coding workflows.
- Support for 35+ niche professional fields beyond standard tech categories.
SKILL.md
Loading
Related Openclaw Skills
Context Engineering Collection
A comprehensive framework for building production-grade AI agent systems through advanced context management, multi-agent architectures, and memory design.
Daily Standup Generator
An automated reporting tool that synthesizes git activity, pull requests, and issue tracker data into structured daily standup updates.
Prompt Evaluation
A comprehensive framework for scoring, benchmarking, and optimizing AI prompts for maximum performance and cost-efficiency.
Managed Agent Growth Loop
A continuous operational framework that transforms AI agents from reactive tools into proactive, state-aware operational partners.
Prudential Financial Information Skill
A specialized knowledge module providing deep technical and historical insights into Prudential Financial, from its insurance roots to global asset management.
Backend Architect
An expert architectural design skill for creating scalable, maintainable, and high-performance backend systems.
Featured*
