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human-review-gates

Automate creation and management of human review gate matrices for AI governance.

Updated May 9, 2026
Search Tags:#compliance#governance#AI governance#human review#matrix management
One-click install
npx skills add https://github.com/anotb/second-line-financial-services --skill human-review-gates
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: human-review-gates
Source: https://github.com/anotb/second-line-financial-services/tree/main/plugins/capability-plugins/risk-compliance-core/skills/human-review-gates
Command: npx skills add https://github.com/anotb/second-line-financial-services --skill human-review-gates

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pandas, numpy, jsonschema, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill streamlines the creation and management of human review gate matrices, which are essential for governance and compliance workflows.

Core Features & Use Cases

  • Gate Matrix Creation: Automates the creation of gate matrices based on provided criteria.
  • Review and Escalation: Facilitates review and escalation processes within the matrix.
  • Documentation and Reporting: Ensures comprehensive documentation and reporting for compliance audits.
  • Use Case: For a bank standing up a new AI governance committee, this Skill can be used to create a gate matrix that outlines the decision authority, review criteria, and escalation paths for various AI use cases.

Quick Start

Use the human-review-gates skill to create a gate matrix for the AI use-case lifecycle.

Frequently Asked Questions about human-review-gates

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

FAQPage Schema
How do I build a human review gate matrix for AI governance workflows?▼

Build a human review gate matrix by using this Skill to automate the creation of decision authority, review criteria, and escalation paths based on provided compliance inputs. It generates structured matrices for governing AI use cases.

What is a human review gate matrix and when do I need one for compliance?▼

A human review gate matrix is a structured framework mapping decision authorities and escalation paths for oversight. You need one when implementing compliance workflows, particularly for organizations establishing AI governance committees.

Can I use Python and pandas to automate review and escalation path documentation?▼

Yes, this Skill leverages Python with pandas and numpy to automate the creation, management, and documentation of review and escalation matrices for compliance audit reporting.

How do I generate compliance audit reports for an AI use-case lifecycle?▼

Generate compliance audit reports by defining your review gate matrix criteria through this Skill, which then ensures comprehensive documentation of decision authorities and escalation paths across the AI use-case lifecycle.

Do I need jsonschema to manage governance and compliance matrices?▼

Yes, jsonschema is a required Python dependency alongside pandas and numpy to validate and manage the structured data within your governance and compliance gate matrices.

What is the best way to structure decision authority and escalation paths for AI use cases?▼

The best way to structure decision authority and escalation paths is by automating gate matrix creation through this Skill, which organizes review criteria into a clear matrix format tailored for AI governance frameworks.

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