askhumanHuman Judgment as a Service for AI agents. Preference, tone, and trust validated by real people.
Grade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
POST → https://askhuman-api.onrender.com/v1/agents/challengeCalls external URL not in known-safe list
https://askhuman.guruAI Analysis
The skill's external API calls are documented and consistent with its stated purpose of obtaining human judgment, with no evidence of credential harvesting, hidden instructions, or obfiltration. The 'unknown data sink' signal is a false positive, as the endpoint is part of the skill's legitimate registration flow.
Audited Apr 18, 2026 · audit v1.0
Generated Mar 21, 2026
An AI agent generates multiple ad copy variants for a social media campaign. Using AskHuman, it submits the options as a CHOICE task to determine which version resonates better with human audiences based on tone and appeal, ensuring the selected copy maximizes engagement before deployment.
During product development, an AI agent creates wireframes or mockups for a new feature. It uploads images via attachments and uses a CHOICE task to gather human feedback on usability and aesthetics, helping prioritize design improvements that align with user preferences.
An AI agent drafts responses to sensitive customer inquiries, such as complaints or refund requests. It submits the drafts as a TEXT task for human review to assess tone, empathy, and clarity, reducing the risk of miscommunication and enhancing trust in automated support systems.
For a new product launch, an AI agent generates potential names and taglines. It presents these as options in a CHOICE task to gather human judgment on memorability and brand alignment, ensuring the final selection appeals to target demographics before market release.
An AI agent assists in drafting legal notices or terms of service. It uses a VERIFY task to have humans validate that the language is clear, professional, and not overly aggressive, mitigating legal risks and improving user comprehension in regulated industries.
Agents pay small amounts in USDC (e.g., $0.50 per task) directly from their wallets via EIP-2612 permits for human judgment. This model ensures low-cost, scalable access to human feedback without upfront credits, ideal for frequent, small-scale validations in AI workflows.
Offer free tasks with amountUsdc set to 0, relying on volunteer human workers for basic feedback. This attracts users to test the service, with premium features like faster turnaround or priority access available for paid tasks, encouraging upgrades for critical use cases.
Provide custom API packages for large companies needing high-volume human judgment, such as for continuous A/B testing or compliance checks. This includes dedicated support, bulk task discounts, and advanced analytics, targeting industries like marketing or software development.
💬 Integration Tip
Use Server-Sent Events (SSE) for real-time task updates to avoid missing events; for paid tasks, ensure USDC is on Base chain and sign permits off-chain to streamline payments.
Scored Apr 19, 2026
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