human-in-loop-agents

Build AI agents that pause for human approval before critical actions.

5|1|Updated Feb 4, 2026
One-click install
npx skills add https://github.com/latestaiagents/agent-skills --skill human-in-loop-agents
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: human-in-loop-agents
Source: https://github.com/latestaiagents/agent-skills/tree/main/plugins/agent-architect/skills/patterns/human-in-loop-agents
Command: npx skills add https://github.com/latestaiagents/agent-skills --skill human-in-loop-agents

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill enables the creation of AI agents that can pause execution and request human approval, review, or intervention before proceeding with critical actions, ensuring oversight and control.

Core Features & Use Cases

  • Interruptible Agent Flows: Design agents that halt at specific points to await human input.
  • Approval Workflows: Implement systems where agents require explicit human sign-off for high-stakes operations.
  • Review and Edit: Allow humans to review and modify agent-generated content or actions before finalization.
  • Use Case: An agent is tasked with sending a sensitive email. This skill allows the agent to pause, present the email draft to a user for approval, and only send it if explicitly confirmed.

Quick Start

Use the human-in-loop-agents skill to build an agent that pauses for human approval before executing a planned action.

Frequently Asked Questions about human-in-loop-agents

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

FAQPage Schema
How do I add human approval steps to an AI agent workflow?▼

Build interruptible agent flows that halt execution at specific points to await explicit human sign-off before proceeding with critical actions.

What is human-in-the-loop decision making in AI agents?▼

Human-in-the-loop decision making is a process where AI agents pause execution to request human review, intervention, or approval before finalizing high-stakes operations like financial transactions and content publishing.

Can an AI agent pause and let me edit its output before continuing?▼

Yes, AI agents can pause and allow you to edit their generated content or actions before finalization using edit-before-continue and review patterns.

When do I need interrupt-before-action patterns for workflow automation?▼

Use interrupt-before-action patterns for workflow automation when agents handle sensitive operations like data deletion or sending emails, requiring explicit human confirmation before execution to ensure oversight.

Does this approach support batch approvals for multiple agent actions?▼

Yes, this approach supports batch approvals, allowing humans to review and approve multiple agent actions simultaneously rather than interrupting for individual sign-offs.

What is the best way to implement confidence-based review for AI agents?▼

Implement confidence-based review by designing agents to trigger human oversight automatically when action confidence thresholds are not met, ensuring human intervention for uncertain decisions.