Ra Qm Skills

What Is Ra Qm Skills?

Ra Qm Skills is a suite of 12 regulatory and quality management (QM) agent skills designed for seamless integration with leading AI coding and agent platforms, including Claude Code, Codex, Gemini CLI, Cursor, and OpenClaw. Developed specifically for HealthTech and MedTech organizations, Ra Qm Skills offers production-ready tools that address complex regulatory, compliance, and quality assurance requirements. The skillset covers a wide array of international standards and frameworks such as ISO 13485 QMS, MDR 2017/745, FDA 510(k) and PMA submissions, ISO 27001 ISMS, GDPR/DSGVO, and risk management according to ISO 14971.

Each skill in the suite is implemented as a Python tool (stdlib-only), ensuring high portability and ease of deployment without external dependencies. The goal is to enable developers, regulatory affairs professionals, and quality managers to efficiently automate, validate, and streamline compliance workflows directly within their preferred AI or code-assist environments.

Why Use Ra Qm Skills?

Navigating the regulatory landscape in medical device and health technology development is challenging, with overlapping requirements across multiple jurisdictions and standards. Ra Qm Skills directly addresses these challenges by:

• Automating Tedious Workflows: The skills automate key compliance tasks such as document control, risk file generation, CAPA (Corrective and Preventive Actions) workflows, and audit preparation.
• Reducing Human Error: Automated tools minimize manual errors in critical compliance documentation, submissions, and review processes.
• Accelerating Time to Market: By streamlining regulatory submissions and QMS maintenance, organizations can achieve faster product approvals and certification.
• Ensuring Up-to-Date Compliance: The toolkit is aligned with major international standards, keeping your processes ready for audits and regulatory changes.
• Bridging Technical and Regulatory Teams: Integration with coding environments allows technical and compliance teams to collaborate more effectively, using a shared, automated toolkit.

For organizations subject to ISO 13485, MDR, FDA, GDPR, and related standards, Ra Qm Skills provides the assurance of consistent, repeatable, and auditable compliance processes.

How to Get Started

Getting started with Ra Qm Skills is straightforward, whether you are using Claude Code interactively or integrating with a CLI workflow.

For Claude Code

To read the documentation and activate the skills within Claude Code:

/read ra-qm-team/regulatory-affairs-head/SKILL.md

This command loads the main skill documentation, enabling you to explore and invoke individual regulatory or QM agent skills.

For Codex CLI

Ra Qm Skills can be added to your agent environment using the following command:

npx agent-skills-cli add alirezarezvani/claude-skills/ra-qm-team

This command installs the full suite of skills, ready for use in interactive sessions or automation scripts.

For Developers

Each skill is a Python tool relying only on the standard library. You can import and use them in your own Python projects. For example, to use the risk management specialist:

from ra_qm_team.risk_management_specialist import RiskFileGenerator

risk_file = RiskFileGenerator()
risk_file.add_hazard("Data breach", severity="High", probability="Medium")
risk_file.save("risk_file_2024.xlsx")

This code snippet demonstrates how to programmatically create and manage risk files in compliance with ISO 14971.

Key Features

Ra Qm Skills offers a broad spectrum of features mapped to specific regulatory and quality management roles:

• Regulatory Affairs Head: Tools for FDA/MDR submission strategy, dossier compilation, and submission tracking.
• Quality Manager (QMR): Automation for QMS governance, management review reports, and audit readiness.
• Quality Manager (ISO 13485): QMS implementation templates, document control workflows, and compliance checklists.
• Risk Management Specialist: Risk analysis tools (e.g., FMEA), structured risk file generation, traceability matrix builders.
• CAPA Officer: Root cause analysis templates, corrective action tracking, and effectiveness verification.
• Quality Documentation Manager: Automated document versioning, 21 CFR Part 11 compliance tools, and electronic signature workflows.
• QMS Audit Expert: Checklists and simulation tools for ISO 13485 internal/external audits.

All tools are designed for extensibility and easy adaptation to organization-specific SOPs and workflows.

Best Practices

To maximize the benefits of Ra Qm Skills, consider the following best practices:

1. Integrate Early: Incorporate the skills into your development and QMS processes from the outset to ensure compliance is maintained throughout the product lifecycle.
2. Customize for Your SOPs: Adapt templates and automation scripts to match your internal standard operating procedures and risk profiles.
3. Use Version Control: Store all generated documentation and scripts in version-controlled repositories to ensure traceability and auditability.
4. Automate Routine Checks: Set up scheduled tasks for recurring compliance checks (e.g., document review, risk analysis updates) using the provided CLI or API.
5. Cross-Functional Training: Train both regulatory and development teams on using the skills to foster collaboration and shared understanding.

Important Notes

• Python Standard Library Only: All skills are implemented using Python’s standard library for maximum compatibility and minimal setup.
• License: Ra Qm Skills is distributed under the MIT license, allowing free use and modification in commercial and open-source projects.
• Updates and Community: The project is maintained on GitHub at ra-qm-team. Contributions, feedback, and feature requests are encouraged via issues and pull requests.
• Not Legal Advice: While Ra Qm Skills provides automation and standardization, final responsibility for compliance rests with your organization. Always validate outputs against current regulatory requirements and consult with qualified professionals as needed.
• Documentation: Comprehensive documentation and usage examples are provided in each skill folder to facilitate adoption and customization.