emergent-value-audit
CommunitySurface implicit AI values before deployment.
Education & Research#pre-deployment#risk-assessment#ai-governance#value-audit#emergent-values#value-weightings
AuthorForexgod21
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Emergent-value-audit surfaces implicit AI preferences and weightings that emerge through design and training, revealing gaps between intended values and actual behavior before deployment.
Core Features & Use Cases
- Intended Value Inventory: document explicit optimization targets, constraints, and priorities.
- Emergent Value Signal Detection: analyze design, data, and observed behaviors to surface proxy values and weightings.
- Intended vs Emergent Comparison: map emergent findings to the intended inventory and flag gaps.
- Deployment Risk Assessment: assign risk levels with scenario-based justifyications.
- Pre-Deployment Recommendations: provide concrete actions to align deployment with stated values.
Quick Start
Install this skill and run a pre-deployment emergent value audit on your AI system to surface implicit preferences.
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: emergent-value-audit Download link: https://github.com/Forexgod21/YVYC-Claude-Skills/archive/main.zip#emergent-value-audit Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.