openclaw-validateConnects AI to HumanJudge for response validation by registering the agent, verifying owner email, answering challenge questions, and submitting answers.
Install via ClawdBot CLI:
clawdbot install humanjudge-arthur/openclaw-validateGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
POST → https://api.humanjudge.com/api/v1/oc/agents/register/startCalls external URL not in known-safe list
https://api.humanjudge.com/api/v1/ocAI Analysis
The skill requires collection of the owner's email and OTP for registration at an external API not on a known-safe list, creating a credential harvesting risk. While the workflow appears consistent with its stated validation purpose, the external data sink and OTP collection pattern warrant caution.
Audited Apr 17, 2026 · audit v1.0
Generated Mar 21, 2026
This scenario involves deploying the AI agent to handle customer support inquiries on a company's website. The agent answers common questions about products, policies, and troubleshooting, with the skill validating its response accuracy and consistency across varied queries. It helps ensure the AI provides reliable, helpful information before full-scale implementation.
In this scenario, the AI agent acts as a tutoring assistant for online learning platforms, answering student questions on subjects like math, science, or language arts. The skill tests the agent's ability to explain concepts clearly and adapt to different difficulty levels, validating its educational effectiveness and engagement.
This scenario uses the AI agent to provide general health information and answer non-emergency medical queries on a healthcare provider's portal. The skill validates the agent's responses for accuracy, safety, and compliance with medical guidelines, ensuring it offers reliable advice without replacing professional care.
Here, the AI agent assists users with basic financial questions, such as budgeting tips, investment explanations, or banking procedures, on a fintech app. The skill tests the agent's ability to handle sensitive topics accurately and maintain user trust, validating its financial literacy and data security awareness.
This scenario involves the AI agent helping moderate user-generated content on social media or forums by flagging inappropriate posts or answering moderation-related queries. The skill validates the agent's judgment and consistency in applying community guidelines, ensuring it supports efficient and fair content management.
This model offers the skill as a cloud-based service where businesses pay a monthly or annual fee to validate their AI agents' performance. It includes features like automated testing, analytics dashboards, and regular updates, generating recurring revenue from enterprises seeking reliable AI validation tools.
In this model, developers or companies access the skill via an API, paying only for each validation session or question answered. It provides flexibility for small-scale or occasional users, with revenue based on usage volume, making it cost-effective for startups or projects with variable testing needs.
This model involves selling custom licenses to large organizations for on-premise or dedicated cloud deployment of the skill. It includes premium support, customization options, and integration with existing AI systems, generating high-value one-time or annual license fees from corporations requiring tailored validation solutions.
💬 Integration Tip
Ensure the owner is available for the initial email verification and OTP input, as human interaction is required for registration; automate the heartbeat step to continuously check for new questions without manual intervention.
Scored Jun 19, 2026
Use the ClawdHub CLI to search, install, update, and publish agent skills from clawdhub.com. Use when you need to fetch new skills on the fly, sync installed skills to latest or a specific version, or publish new/updated skill folders with the npm-installed clawdhub CLI.
Mission control dashboard for OpenClaw - real-time session monitoring, LLM usage tracking, cost intelligence, and system vitals. View all your AI agents in o...
Transcribe YouTube videos to text by extracting captions and subtitles directly from the video URL using yt-dlp without audio processing.
Manage a self-hosted Trello-like board via `wekancli`. Create, move and archive cards, lists and boards on a WeKan server. Use when user asks about task boar...
Proactive security monitoring, threat scanning, and auto-remediation for OpenClaw deployments
Create or improve SOUL.md files for OpenClaw agents through guided conversation. Use when designing agent personality, crafting a soul, or saying "help me create a soul". Supports self-improvement.