dreaming-memory 0.2.0

Agent-agnostic memory extension — Postgres-backed agent memory with Linear, Notion, and Cloudflare integrations

cursor-dreaming-memory

Lightweight agent memory extension for cursor-dreaming-sdk (Utrecht Data OS / CHEF-308).

Install

cd python
uv sync --extra dev
uv run dream-memory init   # requires Postgres

Optional semantic layer:

uv sync --extra semantic

Quick start

from cursor_dreaming_memory import AgentMemory, SessionContext
from cursor_dreaming_memory.types import MemoryType, MemorySource

memory = AgentMemory()
memory.ensure_schema()

ctx = SessionContext.for_dream_eval("2026-06-15T09-00-00Z")
memory.remember(ctx, MemoryType.OBSERVATION, {"faithfulness": 0.63}, source=MemorySource.SDK)

CLI

dream-memory init
dream-memory remember --session-id run-1 --content '{"note":"hello"}'
dream-memory recall --session-id run-1
dream-memory linear-ingest CHEF-308
dream-memory notion-ingest <page_id>
dream-memory export --session-id run-1 --output run-1.md
dream-memory slack-report --run-id run-1 --metrics-json metrics.json
dream-memory doctor

• export writes a session's memory records as Markdown (--output to a file, or stdout).
• slack-report posts an eval report to Slack via SLACK_WEBHOOK_URL (no-op if unset).
• doctor reports config presence plus Postgres, Linear, and Notion connectivity.

Example flow

uv run python examples/linear_memory_flow.py --issue CHEF-308 --comment

See docs/agent-memory.md for architecture and OCI deployment.