design

CFN Loop validation templates provide multi-layer validation across software, data, and infrastructure domains. Start by accessing the templates directory—cat .claude/skills/cfn-validation-framework/lib/templates/software.json | jq . shows the structure for domain-specific validation criteria and standardized success metrics.

CFN Loop validation enforces three confidence gates: Loop 3 confidence gates for automated checks, Loop 2 validator consensus for peer review, and product-owner decisions for final approval. Templates enable deliverable checks, gate scoring, and consensus flows with strict type safety.

Yes. CFN Loop validation templates are designed for TypeScript-based deployments. They enforce strict type safety, CLI wrappers, and auditing while supporting extensible result schemas for automated RAG retrieval, testing, and traceability.

Centralized templates standardize success metrics and validation criteria across domains. This eliminates inconsistent validation logic, enables vapor detection to catch invalid states, and provides auditable proof of gate passage for compliance and traceability.

CFN Loop validation uses extensible result schemas that support automated RAG retrieval, testing frameworks, and traceability logs. Templates deliver structured, machine-readable validation results compatible with downstream analysis and auditing systems.