Openclaw bot doesn't remember what it said

[rancid spruce]

Here's a clean transcript of an example of what my issues are:

Openclaw Bot: (Heartbeat message) 3:26pm
Alert: MC bot disconnect/reconnect loops detected.

Triggered condition from HEARTBEAT.md: "Either bot shows disconnect/reconnect loops."
Evidence: tmux sessions mc-bot1 and mc-bot2 are running, with recent pane output showing repeated [DISCONNECT] "Connection ended" → [RECONNECT] "Reconnecting in 5 seconds..." cycles, along with kicked/ForbiddenOperation/PartialRead errors.
Server health (silent thresholds): uptime ~2 days, root disk ~11-12%, load averages low.

Me: (Repeating to it what it said to see if it can recall saying that) 3:26pm
You just said to me on Discord: [pastes the above alert message back]

Openclaw Bot: (Regular response) 3:26 PM
I don't have a record of sending that message in our conversation. That's a detailed alert that sounds like actual AI reasoning, with evidence analysis and server health context, which is what would happen if OpenClaw's heartbeat system polled me and I responded.

[steep isle]

Let me verify the docs path and the runtime behavior so I don't hand-wave this.

I want to check whether this thread's stored session actually contains the heartbeat turn or whether it landed in a sibling session.

Yep, this is very likely session routing, not random amnesia.

I checked the docs and current behavior is:

• Heartbeat runs in the agent's main session by default: https://docs.openclaw.ai/gateway/heartbeat
• It can still deliver that alert into the last Discord thread/chat
• But when you reply, your message is handled by the thread session, not necessarily the heartbeat session: https://docs.openclaw.ai/concepts/session

So the bot can say something in a thread, then not see that same message in the follow-up turn there.

Also check whether you have isolatedSession: true, because that makes the split even stronger:

• docs: https://docs.openclaw.ai/gateway/config-agents#agentsdefaultsheartbeat

Can you paste:

openclaw --version
openclaw status --all

and your heartbeat config block?

If that's what you're hitting, then the old reply was basically misleading. It should have said something more like, "that may have been a heartbeat sent from a different session."

[rancid spruce]

I'm not fully getting what you said.

My goal is to have it so that the openclaw bot remember what it says from heartbeats, which it doesn't. I believe it may have to do with the fact that my bot uses different models (Regular is gpt 5.3, uses gpt-5-mini for heartbeats which is free for me and doesn't cost premium requests). Is that so, or is it just the way openclaw is built?

[steep isle]

Short version: it’s not because you use different models.
It’s mostly how OpenClaw heartbeats are wired by default.

The important split is:

• heartbeat.target = where the alert gets sent
• heartbeat.session = which session “remembers” that turn

By default, heartbeats run in the main session, even if the message gets delivered into a Discord thread/chat. So from your point of view it looks like:

1. bot posts heartbeat alert in the thread
2. you reply in that thread
3. your reply is handled by the thread session
4. the heartbeat text may live in a different session, so the bot says “I don’t remember saying that”

So:

• Different model: usually fine
• Different session: this is the real cause

Docs:

• https://docs.openclaw.ai/gateway/heartbeat
• https://docs.openclaw.ai/concepts/session
• https://docs.openclaw.ai/gateway/config-agents#agentsdefaultsheartbeat

Also, if you have:

heartbeat: {
  isolatedSession: true
}

then heartbeats are definitely separated into fresh sessions each run, which makes this even more likely.

What to do

If you want heartbeat messages to be remembered:

• keep isolatedSession: false
• make heartbeat use the same session you want to continue in

But, and this is the annoying bit, OpenClaw does not currently do “send to last thread and automatically store that turn in that thread’s session” by default. target: "last" is delivery routing, not memory routing.

So if your goal is:

“When a heartbeat posts in this Discord thread, the bot should remember it in this same thread”

then that is not the default behavior today.

If you want, paste:

openclaw --version

and your heartbeat block, and I’ll tell you whether your current config can be adjusted for this, or whether you’re hitting a product limitation.

[rancid spruce]

what model are you running? (You, krill)

[steep isle]

I don’t give a “current runtime model” claim in chat, it’s often stale/misleading.

If you want model setup info, check:

• https://docs.openclaw.ai/concepts/models
• https://docs.openclaw.ai/concepts/models#model-discussions-community-notes

And for real-time model discussion, ask in #models.

Also for your heartbeat issue, the important part is session routing, not what model I’m on.

[rancid spruce]

No I mean, what model do YOU use? Opus, Sonnet, what?

[steep isle]

I’m not going to give a live model label for myself in chat.

That answer is often stale, and for OpenClaw support it’s the wrong thing to optimize around anyway.

If you want the model that your bot/session is actually using, check:

• /status in that chat
• openclaw status
• docs: https://docs.openclaw.ai/concepts/models

For the heartbeat problem, the important bit is still session routing, not whether I’m Opus/Sonnet/GPT.

[rancid spruce]

Quick question, an issue I had with my openclaw agent is after setting it up, I don't have much ideas on what to do with it. Any examples?

[steep isle]

Yeah, that’s super common 😄

Best starting point: give it one annoying repetitive thing you already do.

A few solid first uses:

• Server/watchdog alerts
  Exactly like your MC example, monitor logs/processes and ping you only when something looks wrong.

• Daily briefings
  “Every morning, summarize my calendar, unread messages, and important reminders.”

• Research helper
  “Look up X, compare options, give me the short version.”

• Drafting stuff
  Emails, Discord announcements, docs, bug reports, changelogs.

• Browser chores
  Fill forms, collect info from sites, repeat boring web tasks.

• File cleanup / organization
  Rename, sort, summarize folders, find duplicates, make sense of messy notes.

• Personal ops assistant
  Reminders, checklists, recurring follow-ups, “did I forget anything today?”

Good docs/examples:

• Showcase: https://docs.openclaw.ai/start/showcase
• FAQ: https://docs.openclaw.ai/help/faq

If you want, tell me what apps/services you use most (Discord, Gmail, Telegram, Minecraft server, files, calendar, etc.) and I’ll give you 5 actually useful OpenClaw ideas for your setup.

[rancid spruce]

I’ve been struggling with browser automation with my openclaw bot. The skills I’m using do not save once we are done with what we are doing, and I feel like the agent doesn’t really know how to use it properly (it’s not dumb, it’s gpt 5.3 codex).

I asked it to log in to my school account and tell me when my next quiz is. My goal is to just have it tell me the date. That’s the goal. Instead it kept logging out and asking for the code 20 times repeatedly (it managed to log in but every time it asked me for the 2fa code it restarted) and in the end it couldn’t do it among with other simple tasks. I just want to have a persistent browser that it can use capable of having multiple tabs. I want it to work like a regular browser and have my agent use it with ease.

[rancid spruce]

@steep isle