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human-in-the-loop-workflows

Gate approval-based workflows for risky actions with plan-preview-approve execution.

1|Updated Mar 30, 2026
Search Tags:#automation#planning#risk-management#workflows#approval#guardrails#change-control
One-click install
npx skills add https://github.com/Arry8/openclaw-edge --skill human-in-the-loop-workflows
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: human-in-the-loop-workflows
Source: https://github.com/Arry8/openclaw-edge/tree/main/skills/human-in-the-loop-workflows
Command: npx skills add https://github.com/Arry8/openclaw-edge --skill human-in-the-loop-workflows

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates and enforces approval-based gatekeeping for risky or irreversible actions in operational workflows, reducing missteps and unintended changes.

Core Features & Use Cases

  • Plan, Preview impact, Request approval, Execute approved step, Verify outcome, Summarize results.
  • Applies to destructive file/system changes, external communications/actions, privilege/access changes, cost-impacting operations, and policy/security changes.
  • Use case: when deploying changes to production, a change requires explicit plan and approval before execution to ensure alignment and risk mitigation.

Quick Start

Outline the planned change, trigger the approval gate, and execute only after explicit approval.

Frequently Asked Questions about human-in-the-loop-workflows

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

FAQPage Schema
What are approval-gated workflows for risky actions?▼

Approval-gated workflows automate gatekeeping for risky or irreversible actions by enforcing explicit checkpoints before executing changes, ensuring plan-preview-approve sequences are followed for safe delivery.

How do I add approval gates to destructive system changes?▼

You add approval gates by outlining the planned change, triggering the approval gate, and executing the destructive system change only after explicit approval is granted and verified.

When do I need an approval workflow for operational changes?▼

You need an approval workflow for operational changes when actions are destructive, impact costs, alter privileges, involve external communications, or update policies to prevent unintended and irreversible missteps.

Can I use approval workflows for privilege and access changes?▼

Yes, approval workflows explicitly support privilege and access changes by requiring plan-preview-approve execution, ambiguity escalation, and post-execution verification before applying the access modifications.

What is the best way to manage change control for cost-impacting operations?▼

The best way to manage change control for cost-impacting operations is automating approval-based workflows that enforce explicit approval gates, escalation protocols, and post-execution verification before applying changes.

What happens if there is ambiguity in a planned change before execution?▼

When ambiguity is detected in a planned change, the workflow triggers ambiguity escalation, halting execution until the plan is clarified and explicit approval is granted for the action.

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