Cognitive lifecycle
What the release adds
- Typed epistemic memory: separate observations, hypotheses, directives and outcomes.
- Replay consolidation: deterministic selection with immutable receipts.
- Controlled reconsolidation: correct authority while preserving history.
- Adaptive salience: reversible suppression, quarantine and reactivation.
- Prospective memory: time and context cues with exactly-once claims.
- Executive context: bounded, diverse working-memory admission.
- Metamemory: coverage, conflict and explicit abstention signals.
Temporal knowledge
Observed time and available time become first-class.
The release adds indexed, tenant-scoped temporal queries so an agent can distinguish when an episode described the world from when that knowledge became available. This preserves point-in-time truth without exposing or coupling MADB to any application-specific implementation.
Release status
Released from verified commit ca9010c after cross-platform GitHub CI; engine, MCP server and Anthropic SDK packages are published on PyPI.