model-cross-check
CommunityDeterministic model cross-checks for observations.
Data & Analytics#verification#audit#reproducibility#observations#ai-evaluation#nils-cli#model-cross-check
Authorgraysurf
Version1.0.0
Installs0
System Documentation
## What problem does it solve? Records primary and checker model observations in a provider-free, auditable format to support transparent evaluation and auditability.
## Core Features & Use Cases
- Deterministic recording of paired observations (primary and checker) for model evaluation.
- Generates verifiable records that can be consumed by validation tools or audits.
- Use Case: QA pipelines comparing two independent model observations without live provider calls.
### Quick Start Invoke a model-cross-check via the CLI to initialize a record, add primary and checker observations, and verify the result.
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-cross-check Download link: https://github.com/graysurf/agent-runtime-kit/archive/main.zip#model-cross-check Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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