manage-approvals

Manages human-in-the-loop approval workflow for sensitive actions in AI systems.

Updated Feb 20, 2026

Search Tags:#workflow #task management #human-in-the-loop #oversight #approval #sensitive actions

Ready to run

npx skills add https://github.com/Gen-AI4/Personal-AI-Employee --skill manage-approvals

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: manage-approvals
Source: https://github.com/Gen-AI4/Personal-AI-Employee/tree/main/.claude/skills/manage-approvals
Command: npx skills add https://github.com/Gen-AI4/Personal-AI-Employee --skill manage-approvals

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill streamlines the process of managing sensitive actions that require human oversight, ensuring that critical operations are reviewed and approved before execution.

Core Features & Use Cases

Human-in-the-Loop Workflow: Manages a clear process for approving or rejecting actions like payments, email sends, and file operations.
Request Management: Tracks pending, approved, rejected, and expired approval requests.
Use Case: When the AI needs to send a company-wide email or initiate a financial transaction, it creates a request that you can approve or reject via the Obsidian vault.

Quick Start

Use the manage-approvals skill to check for any pending approval requests in your vault.

Frequently Asked Questions about manage-approvals

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I add human-in-the-loop approval workflows for sensitive AI actions?▼

Human-in-the-loop approval workflows allow you to review and validate sensitive AI actions like payments, email dispatches, and file modifications before execution. This process ensures critical tasks are explicitly approved or rejected by a human user.

What is the best way to manage pending approval requests in an Obsidian vault?▼

Managing pending approval requests in an Obsidian vault involves creating and tracking action requests with statuses like pending, approved, rejected, or expired. You can directly review and process these sensitive operations within your vault interface.

How do I prevent an AI from sending emails or initiating payments without oversight?▼

To prevent an AI from sending emails or initiating payments without oversight, configure a task management workflow that requires human validation. The AI creates a review request for sensitive actions, halting execution until you approve or reject it.

Can I track the status and expiry of pending task approvals?▼

Yes, you can track the status and expiry of pending task approvals. The workflow monitors request states including pending, approved, rejected, and expired, ensuring outdated sensitive actions are automatically managed and validated timely.

Does the human oversight workflow support file modifications and financial transactions?▼

The human oversight workflow explicitly supports file modifications and financial transactions. It intercepts these sensitive actions, requiring explicit human review and approval before the operations are executed and processed.