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map-parse-framework

Parse control framework files into normalized framework objectives.

43|13|Updated Feb 6, 2026
Search Tags:#AI agent#Python#security compliance#data normalization#control framework
One-click install
npx skills add https://github.com/aws-samples/sample-agentic-value-accelerator --skill map-parse-framework
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: map-parse-framework
Source: https://github.com/aws-samples/sample-agentic-value-accelerator/tree/main/platform/control_plane/service_approval/plugin/.claude-plugin/skills/map-parse-framework
Command: npx skills add https://github.com/aws-samples/sample-agentic-value-accelerator --skill map-parse-framework

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires openpyxl, json, markdown, python, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the parsing of customer-provided control framework files into a normalized format, streamlining the development of AI agents.

Core Features & Use Cases

  • Framework Parsing: Converts control framework files (xlsx/json/md) into a normalized array of framework objectives.
  • Framework Support: Supports CCMv4, NIST 800-53, CIS Benchmarks, ISO 27001.
  • Use Case: Ideal for AI agents that require compliance with specific security frameworks, such as those in financial services.

Quick Start

Use the map-parse-framework skill to parse the control framework file 'security-framework.xlsx'.

Frequently Asked Questions about map-parse-framework

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

FAQPage Schema
How do I parse a security control framework file for AI agent compliance?▼

Yes, NIST 800-53 parsing is fully supported alongside CCMv4, CIS Benchmarks, and ISO 27001. The Skill parses these control framework formats into a normalized array of objectives, making them directly usable for AI agent development.

Do I need Python to normalize control framework files into a structured format?▼

The Skill processes customer-provided control framework files in xlsx, json, and markdown formats. It converts these varied inputs into a normalized array of framework objectives, ensuring consistent data structure for downstream AI agent processing.

What is the best way to automate CCMv4 framework parsing for financial services AI agents?▼

After parsing control frameworks, the next step is integrating the normalized array of framework objectives into your AI agent's logic. This allows the agent to evaluate actions, generate reports, or enforce compliance rules based on the structured output.

Can I use openpyxl to parse xlsx control framework files for AI agent development?▼

The Skill references internal scripts to automate the parsing of control framework files. These scripts handle the extraction logic, converting complex framework documents into normalized arrays suitable for AI agent compliance.

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