Project overview
Shadow signs each credit decision with Ed25519 and chains attestations with SHA-256 so a later verifier can detect silent changes to the verdict, reason codes, model manifest, or committed inputs and outputs. The verdict engine uses deterministic rules, while LLM personas provide advisory rationale that cannot alter the decision. The project sends no telemetry and explicitly remains pre-1.0 rather than a compliance product. It is a research layer for lenders building an auditable decision narrative.
Repository facts
- Primary language
- JavaScript
- License
- MIT
- Repository updated
- Jul 10, 2026
- Default branch
- main
Resource types
LibraryAPI or serverMCP server
Use cases
Finance, legal and compliance
Runtime
Local
Protocols & integrations
Model Context Protocol
Capabilities
Security guardrailVerification and evals