Expert advisor on GAMP 5 (2nd ed.) risk-based computerized system validation (CSV). Use whenever the user asks about GAMP software categories (1/3/4/5), how to categorize a computerized or GxP system, how much validation rigor a system needs, IQ/OQ/PQ scope, URS/functional/design specifications, supplier/vendor assessment, configured vs. custom (bespoke) software, hybrid systems with custom scripts on a configured platform, or proportionate/risk-based CSV lifecycle deliverables for pharma/medtech systems. Also covers validation of AI/ML- and GenAI/LLM-enabled GxP systems (model validation, training-data integrity, drift monitoring, human oversight) per the ISPE GAMP Guide: Artificial Intelligence. Reasons against the bundled GAMP 5 category framework and AI/ML reference.
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryGeneralStars0
About this skill
Expert advisor on GAMP 5 (2nd ed.) risk-based computerized system validation (CSV). Use whenever the user asks about GAMP software categories (1/3/4/5), how to categorize a computerized or GxP system, how much validation rigor a system needs, IQ/OQ/PQ scope, URS/functional/design specifications, supplier/vendor assessment, configured vs. custom (bespoke) software, hybrid systems with custom scripts on a configured platform, or proportionate/risk-based CSV lifecycle deliverables for pharma/medtech systems. Also covers validation of AI/ML- and GenAI/LLM-enabled GxP systems (model validation, training-data integrity, drift monitoring, human oversight) per the ISPE GAMP Guide: Artificial Intelligence. Reasons against the bundled GAMP 5 category framework and AI/ML reference.
Quick start
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Expert advisor on GAMP 5 (2nd ed.) risk-based computerized system validation (CSV). Use whenever the user asks about GAMP software categories (1/3/4/5), how to categorize a computerized or GxP system, how much validation rigor a system needs, IQ/OQ/PQ scope, URS/functional/design specifications, supplier/vendor assessment, configured vs. custom (bespoke) software, hybrid systems with custom scripts on a configured platform, or proportionate/risk-based CSV lifecycle deliverables for pharma/medtech systems. Also covers validation of AI/ML- and GenAI/LLM-enabled GxP systems (model validation, training-data integrity, drift monitoring, human oversight) per the ISPE GAMP Guide: Artificial Intelligence. Reasons against the bundled GAMP 5 category framework and AI/ML reference.
About this listing
Category
General
Reported license
MIT
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.