policy-as-code-generator

Translate natural-language compliance requirements into OPA Rego, AWS Config Rules, Sentinel, and Terraform policies.

1|Updated Apr 25, 2026
One-click install
npx skills add https://github.com/rifh2000/claude-grc-engineering. --skill policy-as-code-generator-rifh2000
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: policy-as-code-generator
Source: https://github.com/rifh2000/claude-grc-engineering./tree/main/plugins/grc-engineer/skills/policy-as-code-generator
Command: npx skills add https://github.com/rifh2000/claude-grc-engineering. --skill policy-as-code-generator-rifh2000

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

Converts natural-language compliance requirements into actionable, machine-readable policy code, enabling automated policy generation within code pipelines.

Core Features & Use Cases

  • NL-to-policy translation: converts plain-English requirements into executable policy artifacts for multiple formats (OPA Rego, AWS Config Rules, Sentinel policies, Terraform modules).
  • Multi-format outputs: produces ready-to-use policy modules plus tests and documentation for rapid integration.
  • Use Case: In CI/CD, generate policy definitions from governance narratives to enforce controls automatically.

Quick Start

Translate a plain-English compliance requirement into a multi-format policy (OPA Rego, AWS Config, Sentinel, Terraform).

Frequently Asked Questions about policy-as-code-generator

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

FAQPage Schema
How do I convert natural-language compliance requirements into executable policy code?▼

To convert natural-language compliance requirements into executable policy code, you can parse plain-English governance narratives and automatically generate ready-to-use modules for OPA Rego, AWS Config, Sentinel, and Terraform.

Can I generate OPA Rego and Terraform policies from plain English within my CI/CD pipeline?▼

Yes, you can generate OPA Rego and Terraform policies from plain English within CI/CD pipelines by translating governance narratives into machine-readable policy definitions to enforce automated controls.

Does this natural-language to policy translation support AWS Config Rules and Sentinel policies?▼

This natural-language to policy translation supports AWS Config Rules and Sentinel policies by mapping plain-English requirements into multiple executable policy formats alongside generated tests and documentation.

What is the best way to automate policy generation for infrastructure as code governance?▼

The best way to automate policy generation for infrastructure as code governance is translating natural-language compliance rules directly into multi-format policy artifacts suitable for automated pipeline enforcement.

Do I need to manually write tests and documentation when creating OPA Rego policies from plain English?▼

You do not need to manually write tests and documentation when creating OPA Rego policies from plain English, because the process automatically produces ready-to-use policy modules complete with corresponding tests and documentation.

Are there limitations when mapping complex governance narratives to multiple policy formats?▼

Limitations when mapping complex governance narratives to multiple policy formats depend on the clarity of the natural-language input, as ambiguous requirements may affect the accuracy of the generated Terraform or Sentinel policy logic.