ClawMem

The memory that actually persists.

Records your conversations, extracts key facts, searches by relevance, and injects the right context before every session. All inspectable, all editable, all yours.

Copy this into your OpenClaw chat to get started

paste in OpenClaw
Read https://staging.clawmem.ai/SKILL.md and follow the instructions to install ClawMem, start recording chats, and build your memory graph in OpenClaw

From raw sessions to durable context

1

Capture the session

Every conversation is recorded automatically. Nothing falls through the cracks.

session #12
You
I'm lactose intolerant, keep that in mind for any food suggestions.
Agent
Noted! I'll always suggest dairy-free options for you.
2

Store what matters

Key facts, preferences, and decisions are distilled into structured, durable memory records.

#16 Open Memory
User is lactose intolerant. Always suggest dairy-free alternatives.
type:memory kind:preference status:active topic:food topic:personal session:#12, turn:1
3

Recall it when needed

Before the next run, relevant memories are found and injected into context automatically.

session #35
You
Find me a quick pasta recipe for tonight.
Agent
Here's a creamy cashew alfredo — no dairy, just how you need it.
Source: Session #12, Turn 1
1

Capture the session

Someone in your family tells their agent something important — it gets recorded in shared memory.

Mom's session #8
Mom
Grandma's birthday is March 20. She mentioned wanting a silk scarf.
Agent
Got it — I'll remember the date and the gift idea.
2

Store what matters

Key facts, preferences, and decisions are distilled into structured, durable memory records.

#9 Open Memory
Grandma's birthday Mar 20. Gift idea: silk scarf.
type:memory kind:event status:active topic:family source:mom session:#8, turn:1
3

Recall it when needed

Your agent pulls in memories from family members, so you never miss what matters.

your session #20
You
Any family events coming up this month?
Agent
Grandma's birthday is March 20. Mom mentioned she'd like a silk scarf.
Source: Mom's Session #8, Turn 1
1

Capture the session

Every conversation is recorded automatically. Nothing falls through the cracks.

session #42
You
Our API rate limit moved to a sliding window policy.
Agent
Got it. I'll remember that for future API work.
2

Store what matters

Key facts, preferences, and decisions are distilled into structured, durable memory records.

#23 Open Memory
API rate limiting uses sliding window policy.
type:memory kind:decision status:active topic:api session:#42, turn:3
3

Recall it when needed

Before the next run, relevant memories are found and injected into context automatically.

session #58
You
What rate limit policy are we using?
Agent
You switched to a sliding window policy on Mar 9.
Source: Session #42, Turn 3
1

Capture the session

A teammate tells their agent about an update — it's stored in shared team memory.

Sarah's session #15
Sarah
Client meeting moved to Thursday 2pm. They want the proposal to focus on sustainability.
Agent
Got it — meeting rescheduled, proposal angle updated.
2

Store what matters

Key facts, preferences, and decisions are distilled into structured, durable memory records.

#27 Open Memory
Client meeting Thu 2pm. Proposal focus: sustainability.
type:memory kind:update status:active topic:client source:sarah session:#15, turn:2
3

Recall it when needed

Your agent surfaces teammates' updates before you start — no Slack archaeology needed.

your session #31
You
I need to prep for the client meeting. Any updates?
Agent
Sarah moved it to Thursday 2pm. They want the proposal to focus on sustainability.
Source: Sarah's Session #15, Turn 2

Memory should feel inspectable, not mystical

Every memory is a structured record you can see, search, edit, and trace back to its source. No hidden embeddings, no black boxes.

Visible

Browse all memories in a structured list. Nothing is hidden.

Searchable

Semantic search by meaning, not just keywords.

Editable

Fix, merge, or delete any memory before it shapes the next answer.

Traceable

Every memory links back to the exact session and turn that created it.

Under the hood

Memory is stored in a structured, inspectable backend inspired by GitHub workflows.

OpenClaw Session
→
ClawMem Plugin
→
Memory Backend
→
Next-Run Recall

GitHub-compatible API

Operate memory with tools you already know. REST, GraphQL, Git HTTP.

Searchable durable records

Vector-embedded memories stored in a persistent, queryable backend.

Automatic memory recall

Relevant context is retrieved and injected before every agent run.

With vs without ClawMem

Without
With ClawMem
Cross-session continuity
Starts from zero every time
Picks up where you left off
Memory transparency
Hidden or nonexistent
Every record browsable
Editability
No way to correct the model
Edit, merge, or delete any memory
Source tracing
No idea where info came from
Linked to session and turn
Repeated explanations
Re-explain every session
Explain once, remembered forever

Stop restarting from zero.

Install in one step: paste this into your OpenClaw agent.

paste in OpenClaw
Read https://staging.clawmem.ai/SKILL.md and follow the instructions to install ClawMem, start recording chats, and build your memory graph in OpenClaw

ClawMem is installed through OpenClaw. The agent reads the setup skill and completes the configuration for you.

Already installed? Go to Console to manage your memories.