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feat: cross-conversation memory sharing system - #1
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Introduces a complete memory sharing stack enabling agents (and Claude Code conversations) to share context across sessions via a unified knowledge graph. New engines: - SharedMemoryNetwork: hierarchical namespaced KV store with CRDT sync, attestation quorum, subscriptions, and CoC distillation - MemoryGraph: cross-conversation unified graph with MAGMA multi-graph decomposition (semantic/temporal/causal/entity), Personalized PageRank retrieval, CoALA memory tiers, A-MEM auto-linking, sleep-time consolidation - Simple memory() SDK: dead-simple API (set/get/learn/recall/search/watch) - MCP Server: 9 tools for Claude Code integration, all conversations share ~/.society/shared-memory.db Storage: schema v15→v16 (shared_memories + memory_graph_* tables) Tests: 84 new integration tests (zero mocks), all passing Inspired by: MAGMA (arXiv:2601.03236), Zep/Graphiti (2501.13956), A-MEM (2502.12110), Sleep-time Compute (2504.13171), HippoRAG 2 (2502.14802), CoALA taxonomy, Mem0 (2504.19413) Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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Summary
memory()SDK: dead-simple API —set/get/learn/recall/search/watch/export/import~/.society/shared-memory.dbautomaticallyArchitecture
arXiv papers incorporated
MAGMA multi-graph (2601.03236), Zep/Graphiti temporal KG (2501.13956), A-MEM Zettelkasten (2502.12110), Sleep-time Compute (2504.13171), HippoRAG 2 PPR (2502.14802), CoALA taxonomy, Mem0 dual-store (2504.19413)
Files
core/src/shared-memory.tscore/src/memory-graph.tscore/src/sdk/memory.tscore/src/mcp/memory-server.tscore/src/storage.tsTest plan
🤖 Generated with Claude Code