WORKSHOP / Cognitive-engine research

Vitalis Devcore

Cognitive exoskeleton with confidence gating + truth ledger.

A pluggable inference pipeline combining model calls, retrieval/augmentation, confidence handling, and an append-only truth ledger.

RECORD STATERESEARCH SNAPSHOT

SOURCE / Python / MIT

What the record supports

The prior public snapshot recorded 13/13 tests and four CLI commands. Workshop preserves the snapshot while current repository state remains independently verifiable.

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Open public source repository