sanctifai

What This Skill Does

The SanctifAI skill acts as a critical bridge between OpenClaw AI agents and human oversight. By integrating with the SanctifAI Human-in-the-Loop API, this skill allows your AI agent to pause its execution flow and delegate complex, subjective, or high-stakes decisions to a human. Instead of failing or making risky assumptions when encountering ambiguity, the agent can programmatically create a task, transmit the necessary context, and wait for a structured response from a human participant.

Installation

To integrate this capability into your OpenClaw environment, execute the following command in your terminal: clawhub install openclaw/skills/skills/ndgates/sanctifai Ensure you have your agent registration completed as per the SanctifAI onboarding documentation once the installation finishes.

Use Cases

This skill is indispensable for scenarios requiring human accountability, such as:

• Financial Approvals: Having a human verify high-value transactions before final execution.
• Content Moderation: Using human judgment to review sensitive outputs for tone or safety compliance.
• Ambiguous Data Entry: Requesting human clarification when the agent encounters inconsistent or missing data fields.
• Quality Assurance: Flagging code pull requests or documents for manual review before pushing to production or distributing to stakeholders.

Example Prompts

1. "I've drafted a response to the client regarding the refund policy, but I need a human to review the tone and approve the discount percentage before I send it. Use SanctifAI to handle this."
2. "Review the data extracted from the attached document. If the figures seem incorrect, create a SanctifAI task to ask the finance team for verification."
3. "I've prepared the deployment script for the new server. Before I execute it, use SanctifAI to get a 'go-ahead' sign-off from the Lead DevOps engineer."

Tips & Limitations

• Long-Polling: Since this skill blocks execution while waiting for human input, ensure your agent is configured to handle potential timeouts gracefully.
• Conciseness: Provide clear, concise instructions within your task creation payloads to ensure the human respondent understands the scope of their decision.
• Cost Awareness: Remember that every human interaction via SanctifAI may involve external platform costs; use this skill judiciously for tasks that truly require human cognitive input.