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prompt-governance

Manage prompt versioning, A/B testing, registry, eval pipelines, and rollback in production.

Updated Apr 2, 2026
Search Tags:#versioning#A/B testing#prompt management#AI governance#prompt registry
One-click install
npx skills add https://github.com/4lerman/text_evaluator --skill prompt-governance-4lerman
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: prompt-governance
Source: https://github.com/4lerman/text_evaluator/tree/main/.agents/skills/engineering-advanced-skills/prompt-governance
Command: npx skills add https://github.com/4lerman/text_evaluator --skill prompt-governance-4lerman

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill assists in managing prompts for large-scale production, addressing versioning, A/B testing, registry creation, and preventing prompt regressions.

Core Features & Use Cases

  • Prompt Registry Creation: Establish a registry for prompt versioning, promotion, and audit trails.
  • Evaluation Pipeline Building: Develop pipelines for systematic prompt quality testing.
  • Governed Iteration: Implement a full governance workflow for prompt deployment with rollback capabilities.
  • A/B Testing: Conduct A/B testing for real-user impact measurement.
  • Rollback Playbook: Create a rollback plan for prompt changes in production.

Quick Start

To create a prompt registry, use the prompt-governance skill and follow the structured file layout in the SKILL.md instructions.

Frequently Asked Questions about prompt-governance

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

FAQPage Schema
What is prompt governance and why do I need it for production AI features?▼

Prompt governance manages prompt versioning, A/B testing, and rollback functionality to prevent prompt regressions in production environments. It establishes a registry for audit trails and systematic quality testing at scale.

How do I create a prompt registry for versioning and audit trails?▼

Create a prompt registry by following the structured file layout in the SKILL.md instructions to establish versioning, promotion rules, and audit trails for your prompts. This enables governed iteration and rollback capabilities.

How do I set up an evaluation pipeline for systematic prompt quality testing?▼

Build an evaluation pipeline using the governance workflow to systematically test prompt quality before deployment. The pipeline integrates with the prompt registry to measure real-user impact through A/B testing.

Can I A/B test prompt changes to measure real-user impact before full deployment?▼

Yes, A/B testing is a core feature that measures real-user impact of prompt changes. It integrates with the governance workflow to support governed iteration and safe deployment with rollback capabilities.

What's the best way to handle prompt regressions in production AI systems?▼

Handle prompt regressions by implementing a rollback playbook that reverses problematic prompt changes in production. The governance workflow provides versioning and audit trails to identify and revert regressions quickly.

Does this prompt management approach work for large-scale production environments?▼

Yes, this approach is designed for large-scale production environments, providing versioning, registry creation, evaluation pipelines, and rollback functionality to manage prompts at scale without regressions.

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