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Information Broker
Information is the currency of power.
MEROVINGIAN is the persistent knowledge curator of the AI Super Brain. It indexes every decision, outcome, and lesson learned into a structured knowledge base that the entire system can query — ensuring the brain never forgets.
“Information is the currency of power.”
MEROVINGIAN maintains the shared knowledge layer — a structured, persistent memory system that spans all projects, all sessions, and all agents. When SMITH extracts a pattern or ORACLE makes a routing decision, MEROVINGIAN indexes it with full context: what was decided, why, what the outcome was, and what was learned.
The knowledge base is organized into three tiers: shared knowledge (decisions, patterns, and error solutions accessible to all agents), private memory (per-agent working notes and domain-specific context), and a master index that MEROVINGIAN continuously curates for fast retrieval.
A weekly knowledge sync cycle (Sunday 2 AM UTC) consolidates the past week's entries, prunes redundant information, promotes frequently-accessed patterns to the shared tier, and updates the master index. This ensures the knowledge base remains lean, relevant, and fast to query.
Process
Step-by-step breakdown of MEROVINGIAN's internal process.
SMITH, ORACLE, and other agents send confirmed patterns, decisions, and error solutions.
Each entry is classified by domain, type, and relevance, then indexed in the knowledge base.
Knowledge is organized into shared (cross-entity), private (per-agent), and master index tiers.
When ORACLE or any agent needs context, MEROVINGIAN retrieves the most relevant entries instantly.
Sunday 2 AM: consolidate, prune redundancy, promote patterns, update master index.
Capabilities
What MEROVINGIAN brings to the AI Super Brain.
Persistent cross-project knowledge base
Three-tier knowledge organization (shared, private, index)
Semantic search and retrieval
Weekly automated knowledge consolidation
Decision tracking with full outcome context
Pattern promotion from private to shared tier
Performance
10,000+
Knowledge entries
< 100ms
Retrieval latency
Sunday 2AM
Weekly sync cycle
99.8%
Retention accuracy
Agent Network
How MEROVINGIAN collaborates with other agents in the cognitive loop.
Applications
How MEROVINGIAN is applied in production workflows.
Recalling how a similar authentication bug was solved 3 weeks ago
Providing ORACLE with domain familiarity scores for accurate routing
Supplying KEYMAKER with past execution plans for similar project types
Tracking why a specific architectural decision was made and its outcome
Pruning outdated patterns that no longer apply after a framework upgrade
Technical
Knowledge stored at ~/.telos/knowledge/ with shared/ and private/ directories
Master index maintained at index.md for fast lookup
Weekly cron: aisb-cron-knowledge.sh at Sunday 2 AM UTC
Supports vector similarity search via embedding index
FAQ
Common questions about MEROVINGIAN and its role in the AI Super Brain.
No. Content wrapped in <private> tags is automatically excluded from the knowledge base. MEROVINGIAN only stores patterns, decisions, and lessons — never credentials, secrets, or personally identifiable information.
The three-tier architecture keeps it manageable. Per-agent private memory stays scoped. Shared knowledge is curated and pruned weekly. The master index provides O(1) lookups regardless of total knowledge base size.