REG-AIML-MDSW
Address **machine learning inside the regulated product** (not LLM coding assistants): **Good Machine Learning Practice (GMLP)**, training/validation data integrity, **Predetermined Change Control Plans (PCCP)** where applicable, drift monitoring, and linking models to ISO 14971 and software lifecycle controls.
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Install this skill
Run this command in your terminal. No account required — it auto-detects your AI tool and installs the skill file.
npx @skills-hub-ai/cli install meddev-skills-reg-aiml-mdswSetup by platform
Install
One-click setup for your editorRun in your project root
npx @skills-hub-ai/cli install meddev-skills-reg-aiml-mdsw --target claude-codeInstructions
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Frequently asked questions about REG-AIML-MDSW
What does the REG-AIML-MDSW skill do?
Address **machine learning inside the regulated product** (not LLM coding assistants): **Good Machine Learning Practice (GMLP)**, training/validation data integrity, **Predetermined Change Control Plans (PCCP)** where applicable, drift monitoring, and linking models to ISO 14971 and software lifecycle controls. It's a reusable SKILL.md instruction set that loads into your AI coding assistant on demand, no prompt engineering, no copy-pasting every session.
How do I install the REG-AIML-MDSW skill?
Run `npx @skills-hub-ai/cli install meddev-skills-reg-aiml-mdsw` from your terminal. The CLI writes the SKILL.md to the correct location for your AI tool (e.g. ~/.claude/skills/meddev-skills-reg-aiml-mdsw/ for Claude Code or ~/.cursor/skills/ for Cursor with --target cursor) and adds it to your project's .skills.json lockfile.
Which AI tools does REG-AIML-MDSW work with?
REG-AIML-MDSW runs in Claude Code. It follows the open Agent Skills standard (SKILL.md), so the same skill works in every supported tool without modification.
Is the REG-AIML-MDSW skill free?
Yes. Every skill on skills-hub.ai is free and open-source. There are no premium tiers, paywalls, or usage limits. You only pay for whatever AI assistant you're already using.
How do I use REG-AIML-MDSW after installing it?
In Claude Code, type `/meddev-skills-reg-aiml-mdsw` (or whatever slash command the skill registers) and the AI follows the skill's instructions immediately. You can also reference it by name in natural language, your AI loads the skill into context when relevant.
Can I share the REG-AIML-MDSW skill with my team?
Yes. Commit your project's .skills.json lockfile and teammates run `npx @skills-hub-ai/cli install` (no args) to install every skill at the exact version you pinned. Organization-scoped installs work via skills-hub.ai organizations.