continuous-quality-audit
CommunityAudit model outputs for drift and normality.
AuthorSerjSmor
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Continuously audit model outputs to ensure stability, normality, and policy compliance over time, catching drift and anomalies early.
Core Features & Use Cases
- Setup recurring audits with baseline references, drift detection, and sampling policies for streaming or batch data.
- Support LLM-as-judge reviews and structured storage for flagged outputs and audit results.
- Use across deployment pipelines, logs, and generated text to maintain governance and safety.
Quick Start
Configure a recurring audit with a baseline, sampling rules, drift checks, optional judge model, and a destination for flagged outputs, then run the first cycle.
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: continuous-quality-audit Download link: https://github.com/SerjSmor/skills/archive/main.zip#continuous-quality-audit Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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