decision-review
CommunityAudit AI decisions for quality and bias.
Software Engineering#compliance#robustness#bias detection#prompt injection#ai safety#decision auditing
Authordundas
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill addresses the critical need to audit AI-driven decisions, ensuring they are not only technically sound but also free from judgment failures, bias, and manipulation vulnerabilities, thereby closing the "judgment gap" in AI self-improvement loops.
Core Features & Use Cases
- Decision Auditing: Systematically reviews significant decisions made during AI sessions.
- Bias and Compliance Checks: Identifies potential issues related to helpfulness bias, compliance without verification, and susceptibility to manipulation.
- Use Case: After an AI agent deploys code or communicates externally, this skill can be invoked to review the decision-making process, flagging instances where the AI might have prioritized compliance over correctness due to its training.
Quick Start
Run a decision review for the current session.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 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: decision-review Download link: https://github.com/dundas/uhr/archive/main.zip#decision-review Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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