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ai-memory-layer

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riponcm / projectmem

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Local-first memory layer for AI coding agents. Captures issues, attempts, decisions, and cross-project library gotchas — your AI starts experienced, not amnesiac. Native MCP server verified across Claude Desktop, Cursor, Antigravity, and Codex. 100% local · no cloud · no telemetry · MIT.

python developer-tools cursor knowledge-management codex ai-agents local-first coding-assistant ai-tools llm prompt-engineering ai-memory antigravity model-context-protocol mcp-server claude-code context-engineering project-memory ai-memory-layer projectmem
  • Updated May 23, 2026
  • Python

munch2u-a11y / Cognitive-Spatial-Memory

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Spatial Memory replaces standard cosine-similarity RAG with physics-inspired 8D manifold where memories and beliefs have: Mass — derived from confidence and affective encoding ; Temperature — recency heat that cools over time (Lorentzian decay); and Gravity — `F = T × m / d²` — hot, massive, nearby concepts pull attention

memory-management ai-agent ai-memory ai-memory-system non-rag agentic-memory-architecture gravitational-memory ai-memory-layer agentic-memory-system multi-metric-memory
  • Updated May 23, 2026
  • Python

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