Code & Scripts

Local Agent Memory Manager Using Claude Dreaming Pattern

A local-first CLI tool that consolidates and compresses agent memories between sessions using Ollama and SQLite — persistent cross-session memory with zero cloud dependencies.

$ tar -tzf local-agent-memory-manager-dreaming-pattern.tar.gz
  • ▸lamm/cli.py — CLI entry point: ingest, dream, recall, export, status subcommands
  • ▸lamm/store.py — SQLite interface with FTS5 full-text recall across episodes and consolidated memory
  • ▸lamm/dreamer.py — Ollama dreaming pass — the core consolidation logic and LLM call
  • ▸lamm/config.py — Config loader with lamm.toml support and environment-variable overrides
  • ▸lamm/exporter.py — Export consolidated memory to Markdown or JSON for context injection
  • ▸schema.sql — SQLite schema reference (auto-applied on first connect)
  • ▸lamm.toml.example — Annotated config file — copy and customise in 60 seconds
  • ▸setup.sh — One-shot install: creates venv, installs package, initialises database
  • ▸Makefile — install, test, demo, clean targets with Ollama preflight check
  • ▸README.md — Product overview, quickstart, and full command reference
  • ▸GUIDE.md — Conceptual guide: dreaming pattern explainer, local-first rationale, full walkthrough
  • ▸tests/test_smoke.py — Smoke test suite with mocked Ollama — no live LLM required to run tests
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## goes-well-with

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