teolex2020/AuraSDK

v1.5.0 Feature

This release adds 2 notable features for engineering teams evaluating rollout.

Published 2mo AI Agents & Assistants

✓ No known CVEs patched

✓ No known CVEs patched in this version

Topics

agent ai ai-agents cognitive embedded encryption

+5 more

llm memory offline python rust

Summary

AI summary

Added a full 5‑layer cognitive recall pipeline with bounded reranking and activation via enable_full_cognitive_stack().

Full changelog

Full 5-layer cognitive recall pipeline: Belief → Concept → Causal → Policy
- Each layer applies bounded reranking: ±5% / ±4% / ±3% / ±2%
- Scope guards on all phases: min 4 results, zero result removal, top_k ≤ 20
enable_full_cognitive_stack() — one call activates everything
```
brain.enable_full_cognitive_stack()
```

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About teolex2020/AuraSDK

Persistent cognitive memory for Claude Desktop. Sub-ms recall, offline, encrypted.