model-risk-manager
CommunityPrioritize AI model risks and plan mitigations.
Product & Management#monitoring#production-readiness#risk-analysis#mitigations#ai-safety#failure-modes#model-risk
Authorjshsakura
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This skill provides structured analysis and prioritization of AI model risk, enabling teams to identify, rank, and mitigate failure modes before deployment.
Core Features & Use Cases
- Risk discovery & prioritization: Identify credible failure modes, assign severity, likelihood, and detectability.
- Mitigation planning & monitoring: Propose a minimal, high-impact set of controls and signals to detect issues in production.
- Operational readiness guidance: Produce validation plans, rollback strategies, and human-review requirements for high-risk decisions.
Quick Start
Craft a concise model-risk brief for a new AI feature and outline the top three mitigations to deploy in production.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: model-risk-manager Download link: https://github.com/jshsakura/awesome-opencode-skills/archive/main.zip#model-risk-manager Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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