Use Cases/OpenClaw

OpenClaw forgets.
db0 remembers what matters.

Turn conversations, files, and compaction leftovers into durable memory that stays useful over time.

$ npx @db0-ai/openclaw init

Why OpenClaw still loses
important knowledge

Chat-only instructions disappear
If it never becomes memory, it dies with the conversation.
Compaction keeps the summary, not the detail
The gist survives. The exact constraint usually doesn't.
Old knowledge doesn't retire itself
When something changes, the old version still competes with the new one.
A saved log is not a usable memory
Stored text is not the same as current, structured knowledge.

What db0 adds

Saves what matters before it's lost
Before old messages disappear, db0 pulls out the important parts and stores them as durable memory. Preferences, decisions, and other lasting facts survive.
Keeps facts current
When something changes, db0 can mark the old version as outdated instead of leaving both to compete forever. Your agent gets a clearer picture of what is true now.
Makes memory inspectable
Memory is not a black box. You can trace what was stored, see when it changed, and recover earlier state when something goes wrong.
Shares the right knowledge across agents
When OpenClaw spawns a helper agent, durable user-level knowledge can already be available. The child starts with more context and less repeated explanation.

How it fits

Today — OpenClaw built-in
OpenClaw Agent
planner · tools · loop
Memory
MEMORY.md — flat text, no versioning
Daily logs — append-only, no cleanup
memory_search — keyword + vector
Context management
Bootstrap files loaded each session
LLM-dependent flush before compaction
Lossy summarization on overflow
Markdown files on disk
With db0 plugin
OpenClaw Agent
planner · tools · loop
db0 Memory Engine
Scoped memory with superseding
Facts evolve — old versions retire
Shared across parent + sub-agents
db0 Context Engine
Captures knowledge before compaction
Packs relevant memory into token budget
Filters noise, keeps signal
SQLite (local)
PostgreSQL (sync)

One command.
OpenClaw remembers.

$ npx @db0-ai/openclaw init
Detects your setup, installs the plugin, and wires it into your OpenClaw config.