ZIKKARON_CORE_v2.0.0

ZIKKARON

Persistent State Crystallization for Non-Biological Intelligence

Scroll to initialize temporal memory
01 / The Entropy ProblemIntelligence without memory is trapped in a localized present.
Standard Language Models suffer from deterministic amnesia. Context windows act as volatile RAM. Once flushed, cognitive continuity collapses.

Every session, intelligence resets to zero.Hours of architectural alignment, flushed.Zikkaron halts context decay. It establishes a permanent, continuously organizing neural substrate.

MECHANISMS OF
PERSISTENCE.

Phase A

Thermal Indexing

Memories are assigned dynamic temperature coefficients. Surprise scoring, emotional valence, and importance heuristics drive heat. Synaptic tagging captures temporal clusters. Metamemory tracks confidence across accesses.

[ THERMODYNAMIC FIELD ACTIVE ]
Phase B

Autonomous Sleep Consolidation

Background daemons initiate deep-sleep cycles. Dream replay discovers cross-project connections. Community detection clusters knowledge. Memory compression degrades old data from full fidelity to gist to semantic tag.

[ NEURAL PRUNING ACTIVE ]
Phase C

Cognitive Architecture

Modern Hopfield networks for energy-based retrieval. Predictive coding gates only store prediction errors. Successor representation maps concept space for navigation-based recall. Causal discovery builds proper DAGs from execution logs.

[ HOPFIELD ENERGY SURFACE ]
18
MCP Tools
26
Cognitive Subsystems
5-Signal
Retrieval Fusion
891
Verified Tests

Terminal Output

Continuity Restored.
ZIKKARON_DAEMON_SYS_LOG
08:00:01INITBooting cognitive memory substrate...
08:00:02LOAD26 subsystems online. 18 MCP tools registered. Hopfield patterns loaded.
08:00:03SCANPredictive coding gate active. Write gate filtering by surprise threshold.
08:00:04SYNCRestoring previous state (Friday 18:42).

AGENT: "Good morning. I see we halted while debugging the Redis race condition in src/cache/pool.rs. During nocturnal consolidation, I identified a lock contention issue introduced 3 commits ago. Causal chain: commit a3f → pool.acquire() → deadlock. I have the diff ready."
08:00:05TRIGGERProspective memory fired: "Token refresh has known race condition. Use mutex from memory #812."
08:01:10USERApply patch.

GET
STARTED.

Step 01

Install

Single command. All 26 subsystems, 18 MCP tools, and the full cognitive architecture — installed locally. No cloud. No API keys. No telemetry.

$ pip install zikkaron
Step 02

Connect

Add one entry to your Claude Code MCP configuration. Zikkaron launches automatically via stdio — no server management, no ports, no background processes.

~/.claude/settings.json
{
  "mcpServers": {
    "zikkaron": {
      "command": "zikkaron"
    }
  }
}
Python 3.11+ required — 100% local — SQLite storage — zero cloud dependencies
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