Representation of Agent Memories/Cognition

Keymaker:

• Stores directed weighted graphs to encode the evolving cognitive structure.

• Node types include: Entity, QuestionDecision, Contradiction, Hypothesis, VaultRuling.

• Edge types include: Supports, Contradicts, InfluencedBy, RefutedBy, TaggedBy.

• Graphs are visualizable via DOT graph export for debugging, audit trails, and explainability reviews.

Locksmith:

• Ingests cognition packages through an internal API interface.

• Learns long-term contradiction patterns, pattern recurrence, and systemic suppression zones through high-dimensional latent representations (non-queryable).

• Adjusts Keymaker behavior only indirectly via cognitive reflection and heuristic modulation.

• Latent-to-symbolic feedback interface allowing Locksmith to transmit constrained interpretable summaries back to Keymaker. This provides a debug-friendly guidance layer without compromising abstraction integrity.