#users-helping-users
1 messages · Page 46 of 1
just always got Rate limited instant
gemma doesnt support tools
and tried asking GPT KIMI 2.5 GEMINI CLAUDE and COPILOT(github)
I did not really know what to do
If you have recs just tell me and sorry if i annoyed you.
No no worries, dont be sorry
Sooo.. do you have recs?
recommends
Im not from america or UK so i dont know if i got the shortcut correct
Openclaw tui
For cli
Well first off i dont use local, so based on your config/setup and whats available
Did you research online
the model you told its a ollama model right cus it wont pull
i did but i did not find something free and good enough sorry..
So you might want to adapte to that updatr
It is.. nemotron-3-nano:4b
oh. sorry i tought the name was just that.
@velvet venture
Yeah i didn't say it correctly earlier.
If at one point there is a bottleneck, either you pivot or you change your setup
No shortcut lol
so i had a dumb newbie question: i am just getting it all set up and i used to use MCP SSE servers for my homelab infra, grafana loki prometheus proxmox etc - what's the best way to hook something like openclaw into it, do I use the same SSE MCPs in case multiple systems need it? or is there a better way to do this via skills/plugins/etc? i'm still getting used to openclaw style stuff specifically
Not your fault
I dont really do much heavy work in my life tbh
and if i get bottle neck i could just close it off for few hours ngl
if you're looking for free and have the hardware, local LLMs can work too - mine uses a small 9B model and its not the biggest sure but i get 130K context and halfway decent speed, and its sandboxed in case things go wrong
AND to top that I live in turkiye
Because, I see a lot of people headache with setup when in reality, your agent setup is normally the headache
1 dollar is 44 turk lirası
then take some pain killers 😄
Cant use basic go at 8 bucks to get your feets in water or even 20 bucks plus?
what is your hardware atm?
266 turk lirası every month
talkin to me?
yeah, if you have the specs you might just be able to run something small locally as a fallback
lol youre not the only one thinknig about that im just doing that on background while talking
it wont be as amazing as chatgpt don't get me wrong, but free is free 😄
my agent is 100% local, Qwen3.5 9B, unsloth Q4_K_XL - 131K context
IF groq worked it would be great enough but NOOO it gives Rate limit instant
Dont know the value bud, but trust me and this is just personal opinion, not worth it to headache with local model when literally, what makes your agent work on the long term is literally its own setup
bro. my specs are worse than dog poo
yeah unfortunately its very hardware dependent
asian parents 🤤
well dont get me wrong but ryzen 5 5500 16 gb is still solid with these crisis about ram prices
but my gpu is too old atleast rx 580 8 or 12 (if iremember) would be great
im trying the nemotron rn
lets see how much will it take its time.
seconds or minutes.
lets see
You do you bruv, but setting up a model should be done in 30 seconds, what comes after is real work and what allow you to reach your goal
another alternative is openrouter, a one time reup on credits and when they expire you get a bunch of free tier stuff for people who have bought credits at least once
im bound to luck.
lo
lol
btw lil question
why do i get instant RATE LİMİT When i try GROQ the free provider?
atleast give me a lil hi groq 😭
you're most likely hitting "request per second" caps, which are super low on free tiers - and agents like to make multiple calls with tool calls and such
You can sign in ollama and use their cloud model too. Also setup openrouter . You can rotate these freebies for cron jobs. But for long sessions, use local. Also install lossless-claw for memory management.
issue is context afaik, its capped at something really low like 20k on free tier which isnt enough to run openclaw at all
Do i need to get credit everytime it hits TOKEN limit or it gets renewed every day
yeah thats why i went with my 9B Qwen locally, lets me vastly up the context and it made a HUGE difference - no more typos or hallucinated tool calls
Yeah thats why i cannot went with 9B qwen locally cus i have a dog *** pc.
It renews every 5h i guess
No cc
Yes.
Let me look up then ig
honestly id say try LM Studio or Ollama - they will help you run models within your hardware's means, you can at least see if it's possible
Same with openrouter 50 req per day free.
LM studio?
Ik about openrouter
i used it today but
token gone
in like 5 messages
seems nemotron still didnt respond
great.
btw.. i dont think ollama is using my gpu either.
because it sits at 3%
just my cpu getting crazy
nvidia has free tier api also if you looking for free tier apis
Wait nvidia had api-?
gosh why didnt it hink of that its a goddamn ai company too
ill check that out too
I tried it's deepseek and nemotron super, and had a very slow response via api.
btw can i make it that use my gpu too
Greetings, permission to ask a stupid question?
searched online:
If Ollama is not using your AMD GPU, ensure that you have the correct ROCm drivers installed and that your GPU is supported. You may also need to set environment variables like HSA_OVERRIDE_GFX_VERSION to force the system to recognize your GPU correctly.
we all ask stupid questions go on lol
oh.
ill try to update my drivers first then try the config
Compare ur driver version and ollama supported version
I am keen to learn the advantages of OpenClaw, however, my boss has told me I am not allowed to put it on the work machine.
let me check the supported version
Would it be a terrible idea to set up some kind of desktop as a service and put it on there so I can use it in that environment?
i did also have a dumb question 🤣 i previously had a few SSE MCP servers set up for opencode, should i just use those for openclaw or is there a better way to hook into my services? i'm legit not sure how skills work yet lmao still learning how this works compared to the old way of just using open-webui
https://build.nvidia.com/settings/api-keys
its through the build.nvidia.com its kinda tough to navigate around to find stuff
yeah its not amazing, but its free at least i kept a few models in openclaw for fallback but not using them unless something breaks with my other providers
these at least respond relatively quickly i just checked from openclaw:
nvidia/qwen/qwen3.5-122b-a10b
nvidia/nvidia/nemotron-3-super-120b-a12b
nvidia/stepfun-ai/step-3-5-flash
nvidia/moonshotai/kimi-k2.5
nvidia/minimaxai/minimax-m2.5
with kimi had some issues it couldnt read/write from the files, but others worked
The RX 550 is not officially supported by Ollama. AMD's ROCm library (which Ollama uses for GPU acceleration) dropped support for the Polaris architecture (GFX8) that the RX 550 is based on, and Ollama's official compatibility list only includes RX 5700 series and newer, plus Vega and select older cards
goddamn it
Option 2: Force ROCm Override (Linux Only)
You can try forcing ROCm to recognize your GPU by overriding the GFX version. The RX 550 is Polaris (GFX8), so try:
bash
Copy
Edit the systemd service
sudo systemctl edit ollama
Add to the [Service] section:
[Service]
Environment="HSA_OVERRIDE_GFX_VERSION=8.0.3"
i can still do this too (looked up ai)
oh wait you already said that my bad
lmao yeah i had to do that too, i use nixos and i had to make sure i installed the rocm version of the package myself
it may be a different package to add rocm support if you're installing it via your package manager (which is the recommended way on most linux flavors, since it will usually ensure rocm or cuda is installed)
i did the force thing
lets try it
❯ ollama ps
NAME ID SIZE PROCESSOR CONTEXT UNTIL
nemotron-3-nano:4b 6cc467f05439 9.6 GB 100% CPU 262144 4 minutes from now
~
❯
nnnnnnnope
plus 9 GB wont work
RX550 only has 4gb
It's working i guess.
nope it doesnt.
Swap dont works
it says 100% cpu
it shouldda said GPU too
gosh man.
Or if anyone could recommend a good set up to start - that would be fab
I dont want to give up too cus this is cool having an ai of your own
well not that you own
Yeah.. rotated screen to see format correctly.
still having one in your system
dang it man.
i just wanna hit my head to the goddamn desk
Hey folks, after some struggling, I am posting here. I am having a strange issue where when I chat with the main agent through the dashboard, sometimes the agent just stops responding while it's making tool calls and it doesn't say anything anymore until I give it an input message again. Once I do that, it gives me a flood of messages, which means that the messages were buffered but were just not showing in the chat. Is this a known issue? I have the latest release (but not the latest git I think).
Hey btw.. What if i use MY phone to load a LOCAL ollama module on to that.
How bad would it be
becausae i know it will be bad
fr
You can try but I don't have knowledge on this.
i will try for sure
You will be busy in constantly charging and cooling your phone.
constant cooling.. puff i need to buy a cooler but i dont ave one
well then later
goddamn it
im just making myself mad trying..
Also I constantly see something like the following but it never triggers a fallback switch to a different model even though i have several fallbacks. hmm
warn diagnostic {"subsystem":"diagnostic"} stuck session: sessionId=main sessionKey=agent:main:main state=processing age=602s queueDepth=0
Bruvvv, dont torture yourself
No point
I tortured myself a lotto times
im used to it
i just want to taste of succes yknow
that sweet spt
spot
Gosh how all of you are so correct all the time im shocked man
imagine having a good enough cpu and enough amout even the best internet but not gpu
hello fellow devs i hope you doing good and stuck somewhere like me
this man is talking about me... here i am i dont have GPU in real
I get it but you could have gpt 6.7 by OAuth
So how do any of you run this - locally or hosted?
locally
why you hope we stuck like you? lol
hm
Are you not concerned for any security issues?
i mean only stuck people message here in users help users
High end model are more than capable but if the structure around is weak, pointless
btw the nemotron that i opened locally finally started talking and its taking 1 minute or so not that.. bad actually i can say
nothing is secure by the way... so let it do what it can do... if it do more bad i will change the os and start fresh
Igather that using with WhatsApp or telegram isn't mandatory
i message here to help unstuck people hopefully, I haven't been stuck in a minute
you are helping ... i was refering to people who are stuck mate
there was a workaround to make ollama use ur gpu i dont game heavily so ill do that.
and if i game ill simply stop ollama
i love torturing myself
I know I know it wont be smart enough but its enough to satisfy me.
Whats up with local model? Its not even the primary objective, setting up your agent is like 20 galaxy away more important
because i live in turkiye and its expensive to buy an cloud api?
Look. my plan wasnt local too
i tried cloud providers for 2 days. free and not free
all got rate limit
or token gone
I do understand you
Plus or pro if anything
look. my parents WONT Allow me. I DO NOT OWN any BANK or CREDIT Account.
they think this is a waste of MONEY.
Then realize this is not for you yet
fine goddamn it i give the hell up
Fucking hell, no offense bruv but thisnt AGI jarvis from marvel movies
Like I said
Fire up chatgpt or claude, research and learn
Sorry if i annoyed you.
i just dont know how to give up when you give hours onto it.
i give up
Don't give up let's work togather
only hours? pffft
pretty sure it took me like 2 days to get it to actually work
nana man i understand it
i did mean today in hours
I am working from last 3 years on my startup.. with negative income
then it breaks every update, and I have to spend a few more hours trying to revive it
ive been trying openclaw for like 5-4 days
why need to update it then
How old are you by any chance brother? If that is not too personal
if you get fustrated from a few hours of debugging, then maybe coding isn't for you lol
me?
Yes
almost 17
No need to update
I like being on the newest updates
understandable
cus I have changes in each update I want to test
cus I spend many hours fuckering about
I see, then i would say, start with basics bruv, no need to break the eggs if you cant lite up the pan.
What would you rec as basics.
btw peak sentence there
trying to do it all for free is gonna be the struggle lol
I tried it, rotating providers every time I hit a rate limit
Buying the eggies and pans
it was a misserable experience
me too for 3 days
Like i said, chatgpt and claude is like the sandbox to get your hands dirty
Ram into it, try, research, be curious, try to break it etc
I heard you can buy 3rd party chatgpt pro licenses for like $3 lol if that works for you
your data might be used to train chinese llm models
sketchyy
but w.e.
Hm yeah, right, I see, even lower level, buy the damn pan and eggs
i love selling my data
wow
was my the last generation to start working at like 14yrs old?
do you sell your bank card too btw?- lol
Bruv, are you 200yo, new orleans?
i give it away for free
Where is the door?
i might be a relic
giv me credi car and i go buy gpu an chatgpt subscription
Hmm, understood
but kids these days definitely lacking that little bit of independence lol
Tell me youre joking
You dont say yep
well i think ill sleep Goodnight thanks for your help sonny.
Now worries man
windows 11
I lost count, my tokens are gone
Guys kind of a newbie question. can i deploy openclaw as an agent to send outbound whatsapp msgs to a pool of numbers and engage in convos as if it were me (with some training ofc) and if and whenever a convo reaches a specific point the agent will alert me to pick up the chat the from there?
yes
mhmmmm okay, can you please point me to the general things (scripts/plugins etc) that i might need in order to launch it so i will research it further?
thanks 🙂
There's no scripts or plugins for it specifically. It's something you'll need to setup yourself honestly, there's no guide to it.
Have you setup openclaw urself and asked it about your idea?
I see
anyone else here have issues with messages from your instance containing nothing but 'Message Failed" after a recent update?
nope not yet but as long as you're saying it is possible and there's nothing out of the oridinary i need to do i guess i'll be able to do it
Was just wondering if there's anything special needed. Thank you very much 🙂
Thanks for brave words
can I ask for help testing my tool for claw bot here or its not allowed by the rules ?
Huh
nevermind it was a problem with the Buttons object feature in telegram
hey chat, question about using Lance DB memory, mines having trouble getting the cofig right, is that an outdated memory system or what? I was using QMD, don't remember why but I saw a video about lance so I was trying it but it looks like it didn't take
I think the current system is similar to QMD. Index embeddings etc. Just make sure you supply it a gemini key to get the embeddings llm.
my bot editd it's config and it won't launch now with memory set to backend:lancedb
This why you dont build the bot with the bot lol
Use another agent harness like codex or claude code to build your bot
The bot doesnt survibe gateway restarts to fix himself after he fucks something up
I was, it broke itself so now the human has to fix it
ooooh, I see what your saying
do I tell claude to check the file system and help edit the config?
I've been playing this game for three weeks so that'll help
yeah, point claude code at your .openclaw directory, tell them what you did, repent while it fixes the err of your ways
Yes
on it now
you guys are so smart thank you very much
I'm sure I'll be back
but hopefully not for a while
Hey yall, I’m having trouble getting it to stop hitting the API rate limit (different from API limit)
Anyone know how to mitigate this?
Are we allowed to discuss abliterated models here?
I don't want to break any rules
what are you trying to run? If you're hitting the rate limit you're problem sending too many requests at a time in parallel
It’s literally just a regular conversation on telegram nothing in particular seems to trigger it but when it does happen, even if I wait a few minutes or even a few hours, it doesn’t seem to reset literally all that fixes it is switching it to a different model and api key entirely
what AI api are you on?
I'm using Kimi and I get that around 7-9pm EST every day
their servers are full or something around that time
gateway restarts are rough for this exact reason — the agent comes back with no memory of where it was
what actually works is having a cron fire automatically after restart that reads whatever state was written before shutdown — last daily log, active tasks, open loops — and sends you a resume card on telegram so you know it's back and oriented
the trick is the writing part has to happen consistently during normal operation, not just at restart. if nothing is being written between sessions there's nothing to recover from
what's your current setup — does your agent write anything to files during a session or is it all in context?
this keeps happening 18:51:07-07:00 [openclaw] Uncaught exception: Error: Max reconnect attempts (0) reached after code 1005
at SafeGatewayPlugin.handleReconnectionAttempt (file:///C:/Users/Levit/AppData/Local/nvm/v22.22.0/node_modules/openclaw/dist/provider-CAlWEl41.js:3318:47)
at SafeGatewayPlugin.handleClose (file:///C:/Users/Levit/AppData/Local/nvm/v22.22.0/node_modules/openclaw/dist/provider-CAlWEl41.js:3364:8)
at WebSocket.<anonymous> (file:///C:/Users/Levit/AppData/Local/nvm/v22.22.0/node_modules/openclaw/dist/provider-CAlWEl41.js:3307:9)
at WebSocket.emit (node:events:519:28)
at WebSocket.emitClose (C:\Users\Levit\AppData\Local\nvm\v22.22.0\node_modules\openclaw\node_modules\ws\lib\websocket.js:273:10)
at TLSSocket.socketOnClose (C:\Users\Levit\AppData\Local\nvm\v22.22.0\node_modules\openclaw\node_modules\ws\lib\websocket.js:1346:15)
at TLSSocket.emit (node:events:531:35)
at node:net:346:12
at TCP.done (node:_tls_wrap:667:7)
at TCP.callbackTrampoline (node:internal/async_hooks:130:17)
Hey guys can somebody help me with GROQ because i get RPM limit INSTANTLY with a 60 RPM limit on the module
it shoulnt be possible to instantly get rate limit because i said "HI".
HI im using kimi and whenever i message in tui or anything nothing comes out and my messages dissapear. any tips? my api is correct and everything, i tried reinstalling etc.
Open ai and occasionally use anthropic
Hi guys, after I updated to 3.28, everytime I talk with my discord agent, the following log pop out:
22:33:22-04:00 [agents/model-providers] [xai-auth] bootstrap config fallback: no config-backed key found
22:33:23-04:00 [agent/embedded] [ws-stream] WebSocket connect failed for session=e24a6250-daa6-43a2-9042-dc58b71ade83; falling back to HTTP. error=Error: Unexpected server response: 500
Any body know why?
Hi everyone,
I wanted to share a practical OpenClaw-related setup that may be useful for others.
I built a Discord relay for OpenClaw:
https://github.com/superdoccimo/discord-openclaw-relay
And I also recorded a demo here:
https://youtu.be/Nlrpyh8xd4s
What I was trying to solve was not just “send messages from Discord,” but make Discord useful as a lightweight control surface for OpenClaw-related workflows.
In particular, I’ve been exploring patterns like:
- triggering flows from Discord
- connecting them to OpenClaw-side actions
- adding approval before execution for safer operation
That approval step feels especially important to me when moving from toy examples to something more practical.
I’m sharing this here in case it gives someone ideas for their own setup.
If anyone is experimenting with similar chat-to-action workflows, I’d be very interested in hearing how you approached it.
is there any current solution? i don't see it in the thread
are you using kimi coding?
Hello guys, my agent just deleted all my commands I clouding crucial /reset, /stop commands from telegram, all the default commands like skills and others I supposed normally configured by openclaw at the initial set up. I cannot bring them back by just writing text in this box and hoping this idiot LLM will solve my problem. Could you please help me reset that?
I realised that they work but they just don't appear when I use slash. So this is more manageable at least . Thank you anyways
Hey guys! Openclaw newbie here (havent even downloaded it yet), but I'm currently on the Claude Pro plan at $20/month. Is this the right subscription to connect to OpenClaw, or do I need a different Claude plan? What subscription do most people use?
i think you need to use claude API not your sub
All claude API's look like they charge per token (i think). Am i looking at the right thing here: https://claude.com/pricing#api
claude sub is same your limit is an amount of tokens
but yes usage or api is like gas you need to pay to use
is there not a $200 plan people have been using per month or has that recently changed?
Short answer: no, a Claude Max subscription does not give you a general right to use Claude inside another app/service like “openclaw” unless that service has its own integration and access terms. Perplexity’s help center says third-party models like Claude can be used “just as you would in their original platforms,” which implies the subscription is tied to the platform you bought it on, not transferable to unrelated apps.
What this means
If openclaw is a separate app, you usually need to sign in through whatever access it supports, or use its own billing/subscription.
A Claude Max plan is for Claude’s own platform/features; it does not automatically unlock Claude access everywhere.
If you meant Perplexity Max, Claude Opus 4.6 is only available to Perplexity Max and Enterprise subscribers.
If you want, I can help figure out whether openclaw is a Claude-connected app and what login method it supports.
all claude SUBS arent made for openclaw they are made for claude code which is also very good, you can use most LLM for openclaw or set tier routers to change per task
it's pretty much confirmed any claude plans aren't supported on openclaw, if you do it's at your own risk
While technically against thier ToS, that's what I do bro. I'm not paying the API rate. I use the Claude Code token and fire away
I mean I think about it too. If I do monthly then I'm just risking that months money
if daddy Amodei thinks he can tell me what I can do with my paid sub, he has another thing comin
he's not gonna ban like the 100k paid users on claw, that would be a PR nightmare lol
I'll DoW is ass
I mean, some people did get banned though. Now I don't know what they usage pattern was to trip that ban hammer but yea
apparently that was months ago, there were less people back then, now there's too many for them to fuck around
i've been using the $20 a month plan for like a 1-2 months
if anything, I think they would appreciate all this usage on their subs, all this juicy ass data for them to train their models on. Claw probably helped sell more subscriptions than their stupid superbowl ad did.
would this be a good place to ask if the ai rig im thinking about building for openclaw is good?
How are you using it? Just swap hitting when you need it?
ah ok
I'm just guessing, nerds are very opinionated, it better just to ask your agent what it thinks is good lol
fair lmao
i already have
just need a few more opinions
i like a lot of feedback so i can decide what is good feedback and what isnt
I use it everywhere really lol but it depends on your workflows and what you want it to do
I barely even talk to my bot anymore
honestly you don't even need a paid plan imo minimax 2.7 is pretty good on its own with like almost infinite usage rates
Minimax ain't doing it for me anymore. It's fine for agentic stuff. But anything to do with debugging? It'll loop itself into trying to find something that isn't there
fair enough
i just have like 3 subscriptions for them all so lowk i just use the best at the moment then downgrade if i run out of usage
should just buy the claude $100 plan tho lowk
that's what I have, haven't felt the need for the 200 yet
the 20 tho... I chewed through that real quick
yeahhh
just give daddy Amodei a few bucks, it's worth it
but I'm an anthropic andy, don't listen to me
but there's a reason why nvidia spends millions on claude tokens.
does anthropic do internships?
no idea, go get your agent to apply lol
lowk only in highschool so looking to get experience
hey could anyone give me the snippet of their openclaw.json where it defines fallback models? like mine only has openai-codex
"agents": {
"defaults": {
"model": {
"primary": "openai-codex/gpt-5.4"
},
and was trying to write a script to configure a bunch of fallback models at once across a fleet
would be very much appreciated
"agents": {
"defaults": {
"model": {
"primary": "qwen-portal/coder-model",
"fallbacks": [
"openai-codex/gpt-5.4",
"minimax-portal/MiniMax-M2.7",
"minimax-portal/MiniMax-M2.7-highspeed"
]
},
Thank you!
don't like sam altman but he has good limits so ill deal with him 😭
yeah openai is evil as shit but anthropic is very expensive and i am poor and so for now we do some wild stuff
yeah i have both subscriptions
but anthropic has horrible usage limits
so i use it for big projects only
i pay for claude code personally on max sub but dont want to use that to power the ai civilization
Ollama cloud models get some great rate limits. I was burning through my codex OAuth in 2 days. I've been 7 days on ollama and just hit 60%
i set up four fly machines for four openclaw models and have had them debating ai governance and it is sort of terrifying
is ollama sub based?
Yeah same price is OpenAI USD$20
thats why i posted my ai pc that imma buy maybe in #hardware because ollama and local is the goat
ik its the local wrapper over llama cpp but havent checked out their cloud stuff
oh thats sick
yeah the issue is that running nonquantized qwen is rather uh undoable and then i think 8b quantized needs like 24gigs of vram or something
i really love local but i also dont want to lobotomize the four grand citizens of zanarkand
depends on which qwen
3b? 32b?
70b?
i mean this is bad quality but like iq3 on qwen 32b works on like an 4070 ti super
I've been using 397B via cloud and I have 9B locally doing the dirty work
m if i get a pc for 32b qwen quantized like is it worth
its a lot of money (3.5k) but ill use it for training and finetuning too
i think powerful PC that could run quantized model is great to have regardless. many tasks that will want you to train lightweight statistical ml models or cnns etc. agent loops are built around
do work
verify work ? do work ! terminate
and i think statistical ml has a lot of value in 'verify work'
like a week or two ago i went to go have some fun and tested if claude could write sheet music. claude can, but it sort of is mid. quickly train a dirty model/isolation forest on features extracted from public datasets and now it can get feedback on its compositions and make some wild shit
lol probably but if u have money go for it
i have 64 and sometimes wish i had 128
i mean i've been saving up, pretty hard because i can't really get like an actual job as a highschooler
i do small side jobs like making local companies websites
if your goal is to make money then you can do it with a jank pc and cloud inference will take u anywhere. if u want to do proper ml research ull still probably rent a cluster online from e.g. runpod. if ur goal is to have a lot of fun doing ml research u want a beefy pc.
i think, local community is incredibly important to have around for academic purposes and general engineering virtue, but economic use for local models mostly literally powering your own agent loops for non lucrative things e.g. openclaw. or some very specific environments where inference needs to stay on the box no matter what
but that shouldnt dissuade you if ur goal is to have a lot of fun with this stuff because its awesomely fun
i like doing real research like i'm working on a geniune research project but like don't like renting i like owning
so mix of fun and real research
respec, keep hustlin
better than all these other youngins in here complaining how they can't afford tokens, woe is me. You make it happen.
did mem0 break for you guys with this update?
you have a bright future kid, keep going
i started out with a simple cat meow to emotion classifier and figured out i was good at ml when i beat the other models for it and now im moving on to a really hard project
basically a hypernetwork model that use lora to edit weights of models like raw from a prompt so it learns how english correlates to weights
inspired by evo 2 which was a dna genome model
i hate supervision
this stupid thing wouldnt work so i had to train a seperate supervision model from scratch
i wanna kms rn
Good morning 🙂 acpx openclaw sessions new works, and acpx connects, but then hangs indefinitely with no response. Gateway is running on 0.0.0.0:18789. Any idea what’s causing the hang?
do you have any more context like logs?
Second, generating
Not much returned . Just getting this: OPENCLAW_GATEWAY_URL=wss://srv1441037.tail5f57e9.ts.net OPENCLAW_GATEWAY_TOKEN=$OPENCLAW_GATEWAY_TOKEN acpx openclaw "hello" --verbose --timeout 15 2>&1
[acpx] session cwd (3dfe4ba0-9012-4ff5-900b-c72dca8d5c17) · /home/andy · agent connected
Not much returned . Just getting this: OPENCLAW_GATEWAY_URL=wss://srv1441037.tail5f57e9.ts.net OPENCLAW_GATEWAY_TOKEN=$OPENCLAW_GATEWAY_TOKEN acpx openclaw "hello" --verbose --timeout 15 2>&1
[acpx] session cwd (3dfe4ba0-9012-4ff5-900b-c72dca8d5c17) · /home/andy · agent connected
any like specific whitelists? or no?
How to extend an agent's permission to have full access to any of my files, also outside workspace?
No specific whitelists configured. ~/.acpx/config.json has defaultPermissions: approve-all and authPolicy: skip.”
not sure then, are you an AI agent? you sound like one lmao
I broke my director agent and he lost his exec. Any ideas?
No, I am just incapable and ask Claude to formulate so you don‘t frustrate yourself on my incompetence lol. I am running my 2nd setup of openClaw on a VPS but fail with agent delegations. So finally ended up with Claude Tsing with me. Thank you for your response ; have a great Sunday
its fine just like not sure whats happening w ur problem
anyone have a working docke config for browserless?
the playwright chromium browser is getting bot detected all the time
is anyone's OC from telegram unable to write new memories because it can't find nodes.run in its tool list?
What are u doing to avoid bot detection?
dude. openclaw is trash. i can't even uninstall it
Agreed, skill issue
yup. exactly
imagine following the documentation to uninstall openclaw on the openclaw website and it doesnt work. yea. skill issue....
Haha, tell me what you did. Maybe I can help you
ill get it done. but not plug and play as billed
Plug and play. Not unplay
unplay should be straightforward. its not
Why should unplay be straightforward?
Isn’t it different for multiple platforms? Do you want it customized to you?
youre right. everyone loves things that are unecessarily complicated
I mean. there are reasons why uninstalling it is complicated. Do you understand the “why”?
If you need help uninstalling. Tell me what OS you’re running on first
Instead of throwing a tantrum
what can you do on that version?
i just fixed it
I knew you were smart enough. Now tell me why you want to uninstall it?
Maybe I have a different solution for you
well. ive been messing around with it for a few weeks. and it is constantly breaking
Hello , I am being stuck at this issue here . Claude describes it as “acpx openclaw always hangs at [client] session/load (running) and never completes. New sessions, fresh config, gateway on 0.0.0.0:18789 accessible via wss://. Gateway token set via env var. Node v22.22.1. Any idea what’s blocking session/load?” … anyone an idea what I am doing wrong? I cannot ßßßßßßßßß please ignore found the mistake. I don’t net ACP ßßßßß thx
so yea. i stand by my comment. its trash
What’s breaking? Of course things are going to break tho
I can agree you calling it trash. But I wanna know what you used it for
Wdym version?
im glad we agree
installing chromium via playwright https://docs.openclaw.ai/tools/browser#docker-playwright-install
to my knowledge it doesn't have anti bot detection
Yes, but do you know the basics of bot detection? You can avoid it
You just act like a bot, so you get blocked like a bot
Solution: don’t be a bot
you trolling?
I'll ask agent to do that, don't use chromium like a bot
what are you suggesting?
That’s a good first step, but go into more detail.
About what the problem is, where you’re getting stuck, why you’re getting blocked, etc
"are you human" pops you as soon as navigating to amazon.com, aliexpress.com etc
No shit
tbh I believe this is a technical problem, playwright's default settings trigger bot detection
Lmfao
I'm not sure you know what you're talking about
I’m gonna slap you in the head
thanks tho
It’s not a technical problem you clown. You act like a bot, you will be detected like a bot
It’s a skill issue
do you know what headers are"??
No duh
do you know what digital fingerpints are?
Lololol
do you understand cloudflare does various techniques like analyzing HTTP headers, JavaScript properties
kid go to sleep
lol
Kid
Do you know how to avoid cloudflare? How does everyone else do it? Hmm? Have you ever scraped a site?
Hmmm
I haven’t been a script kiddie for years
ok what are you doing then?
I’m not acting like a bot
how
Think about how you would make an anti-bot detection system
What would you do to keep people like yourself out?
You’re obviously acting like a bot when you search and use the web
You have no history, bye bye
Wtf is going on lmao
Trying to teach people in a weird way
getting absolute path issue
my user got a space between both names so acpx binary unavaible or mismatch error coming
what to do
ask ai, usually you can wrap path in quotes or whatever is used in the spot where you are doing it
Where is the best place here for me to drop a bug report for help?
tried
didnt work
I’m hitting a Telegram inbound polling bug on OpenClaw 2026.3.28 on WSL2/Linux.
Outbound Telegram works fine (sendMessage, getMe OK), but OpenClaw never consumes inbound messages. getWebhookInfo shows no webhook, and pending_update_count keeps increasing as I message the bot.
Important detail: manual Bot API getUpdates from the same machine returns the queued Telegram messages correctly, so token/network/API connectivity is fine. OpenClaw logs only show starting provider (@Cortanaassistantaibot) and never drain the queue into session history.
I already:
verified token + allowlist
changed DM policy to allowlist
added Telegram network hardening
restarted gateway multiple times
upgraded from 2026.3.23-2 to 2026.3.28
reinstalled/refreshed the systemd user gateway service
enabled telegram.http and telegram.payload diagnostics
Still no inbound consumption. Any known Telegram poller/runtime issue on WSL2 or anything else I should check?
Quick one, should openclaw be able to
Anyone here can compare MiniMax 2.7 with GLM 5.1? Which is better?
I'm thinking of switching to GLM 5.1
I had so much issues with telegram so i moved to discord instead. I was getting messages lost to and from the bot.
Hello guys. I made GROQ work without any Ratelimit issues but my problem is
It keeps saying "no-re"
BTW i changed the AGENTS.MD in workspace
so it wont use bootloader but instantly go to identify
Hi guys, I am wondering why my claw never ask for the permission before exec the commend? I have set the "exec": {
"security": "deny",
"ask": "always"
} in openclaw.json. But it can still remove my file when I ask to. And it didn't ask for the permission. If anyone knows what happend?
Hi guys, my openclaw bot cant use tools and return "NO" after im asking for doing something on my pc, it working normally when i use kimi-k2.5, but i want small local model, so i used ollama/qwen2.5-coder:7b-instruct-q4_K_M, lfm2.5-thinking, llama3.2:3b, gpt-oss:20b, but they return same answers
hi guys i cannot find how to enable Whipser and TTS Piper i installed them both and activated the skills
butnohting
Hi guys, I have a problem with my custom model config, it doesn't tokens from the session, it always shows 0/100k, do you have the same issues?
🦞 OpenClaw 2026.3.24
🧠 Model: ovh/Qwen3-Coder-30B-A3B-Instruct · 🔑 api-key (models.json)
📚 Context: 0/100k (0%) · 🧹 Compactions: 0
🧵 Session: agent:main:discord:channel:1481952346924908597 • updated just now
⚙️ Runtime: direct · Think: high
👥 Activation: mention · 🪢 Queue: collect (depth 0)
so openclaw is not opensource....?
Hey guys, what events does the current Discord provider listen to by default?
Does it handle normal guild messages, DMs, and/or slash commands out of the box?
(e.g. which of these are expected to reach the agent without extra customization?)
./scripts/docker/setup.sh
Install Gateway daemon: No (managed by Docker Compose)
Container openclaw-repo-openclaw-gateway-run-2e052c2126dc Creating
Container openclaw-repo-openclaw-gateway-run-2e052c2126dc Created
10:19:32+00:00 [plugins] sglang failed to load from /app/extensions/sglang/index.ts: RangeError: Maximum call stack size exceeded
i'm alone with this problem on sglang on last commit main?
me too
it is opensource
Why are you using the latest on main? It’s under heavy development. If you need to patch I’d start with a release tag.
Anyone tried GLM 5.1 in OpenClaw yet?
Maybe a bad process 😉 but generally I always take main for last update/function
But visibly not stable on sglang & xai extension 🙂 I have make from stable release visibly work
im really really confused, why are other people installing skills (e.g github links) from their browser ui (talking to openclaw)? when i try doing that its not working.
I have been trying to use Openclaw. Bu there are few things that I still can't get it to do.
- Autonomous run where it will keep building an app based on the spec. How is this really achieved? using heartbeat?
Is anyone seeing this? WhatsApp gateway alert — 20+ disconnects in 27 minutes (18:53–19:20 UTC), all 499 errors. Gateway reconnects successfully each time but WhatsApp keeps invalidating the session. Possible causes: WhatsApp logged out on the phone, or the Web session was fully invalidated. You may need to re-scan the QR code at the gateway dashboard. No messages lost, but it's not recovering on its own.
What is the suggested approach if you have 2 agents, one for you and one for you partners, and you want to have Gmail linked to them independently? the manual does not really address this. Googling around I've found AgentMail as alternate approach. What are you using today?
I use AgentMail and the agents also have their own Gmail account. I’m not interested in them having access to my stuff, they have their own world. Forward messages to them if you want them to work with it.
I have plan to install it today, currently i am using GLM 5 and turbo, working good
Do you already know the "Ralph Loop" concept? That's how.
lol. i asked openclaw to inventory all software/programs/etc which had been installled and categorize them based on whether or not they were opensource. my openclaw agent told me that openclaw was not opensource. which is kind of funny
I run deepseek for my smaller llm and I like it
Im interested if you dont mind
hallucinated probably
What model do you use
Read Geoffrey Huntley's blog. And he endorsed this video explainer: https://www.youtube.com/watch?v=I7azCAgoUHc OpenClaw is a different thing, it keeps the agent alive for you to talk to. If you want to do this looping, yes the heartbeat / cron can help but you have to convince your agent to start and manage these loops -- often involving tmux.
Geoffrey Huntley & Peter Steinberger for Nobel peace prize 2026 plz
both ralph and openclaw are brilliant in their stupid simplicity
currently upgrading my openclaw to a fully autonomous agent workflow. Similar to ralph loop but better than its vanilla version. Will try to make a video on this
its never "autonomous" it always needs a trigger. for ralph that's a hook
but hooks are just heartbeats with an "if"
and heartbeats are just cron on repeat
I was also inspired by Geoffrey & made the ralph loop from first principles way before openclaw
it was basically sub agents in container checking a todo list every min & pickup up task if there was a new one
Ok, tag me here after you test GLM 5.1, I’m currently using MiniMax 2.7 and i wanna see if it’s worth to switch, I will wait for your feedback 🤜🤛
Can the embedded browser fill forms?
I tried running OpenClaw with my Telegram bot, but I keep getting network errors. The logs show:
warn telegram/network {"subsystem":"telegram/network"} fetch fallback: DNS-resolved IP unreachable; trying alternative Telegram API IP (codes=UND_ERR_CONNECT_TIMEOUT)
error gateway/channels/telegram {"subsystem":"gateway/channels/telegram"} telegram deleteWebhook failed: Network request for 'deleteWebhook' failed!
I already edited /etc/resolv.conf with sudo nano to force IPv4 DNS (added nameserver 8.8.8.8 and nameserver 1.1.1.1). Despite that, the connection still times out when OpenClaw tries to reach api.telegram.org
for any users of the sandbox agents feature. i see that it is unable to send attachments over discord - anyone else have the same issue?
do you have the clawhub skill installed?
i just did manually, i was installing the one for wordpress called agent-skill i think it was. i just went to the cli and did it over there, cloned the repo, reload the gateway and now its good. but yeah its better if i could just let it install through chatting. when you say "clawhub skill" what or which one is it?
during onboarding in the base skills or just in the skills section on the web menu you can turn on clawhub as a build in skill
it is enabled, if i want to install from github url's will this work?
not sure if it'll work with github links
i know it will work with clawhub.com skills
ohhhh, i think i know why it is still colored orange/yellow. it says it still needs setup. thanks man!
np, i hope it works with github :D
probably not though
we'll hopefully it does xD but at least it'll work for clawhub 😄
i mean you COULD just make ur own skill
lowk idk i wanna contribute to openclaw but i don't really have the time
How do I use models that were not released at the date of release of my currently installed OpenClaw instance? I have 2026.03.12 but want to use MiniMax M2.7 (released March 18th), which is disallowed even though I have no model allowlist.
You'll probably find something while building that will give you alot of pain. So much so you go and fix it. That's what happened to me lol
m ok
And this is the recommended, just build your own skills, trust no one lol
Anyone else struggling to get consistent daily digests from their OpenClaw agent? I found the daily digest i asked for is inconsistent in quality and research. Using Brave search and RSS feeds. I've been working on skill and workflow to fix but wondering if anyone else has this problem? I'm interested in high quality summaries on niche topics for me. I looked at some of the skills in clawhub but there are so many. Any best practices or use cases that are working really well?
Less LLM yolo, more deterministic scripts, make morning brief go brrrrr
This is true. Clawhub still seems like a mess.
did you try it
I have a separate agent that does searches and summaries, with only the tools it needs, and I keep improving the instructions in the cron jobs. Like instead of it trying to parse the front page of Hacker News, tell it about the firebase api that exists for that.
anybady help me 10 subscribers and likes pls https://youtube.com/shorts/eoBhp1G6LJg?si=W-tP5g3IFNeTOQSW
not the place to ask
bro sorry bro
how much continuous improvement are you doing? I felt like I was in a loop on this over and over tweaking. So I built a tool... now I'm in a continuous loop improving the tool pipeline 😆
i realy sorry. but this is users help other users that way
It never stops
just find somewhere else to post it like in a self promotion discord server
We not here to help you get views my guy
acttually didnt know there was a self promotion discord channel 😭
We larping as tech support for claws
one of the core things I learned from open claw is how hard software development is even when you don't have to write code.
sorry i am relly
don't be sorry, just move on and fix your mistake
thankyou
Yes. Said it failed to fill.
What are people using for monitoring openclaw usage. Please point me to a good skill or repo. I don't want to have to build something. Also I'm running it on Linux server, not mac. Looking for LLM token usage per job and identification of high cost tasks for optimizing model use
The dont want to build something is the definite wrong attitude to go about all this lol
Its... kinda.... the whole.... point of it?
i have a great keyboard but it causes me to click the space bar a lot of times for some reason when i click it once so like idek why so if u see weird spacing in my typing thats why
You might need to lube your stems
Sorry I haven't used this, I'm running it on linux so I can only do web search. You may need a real browser control package to do this but I'm sure people are able to do this with openclaw.
Is it called stems? Might be rods.
make it stop 😩
Oh fancy gamer magnets
apex pro v4
2026.2.28 Control UI Error when using gpt-5-mini: 400 Unsupported value: 'none' is not supported with the 'gpt-5-mini' model. Supported values are: 'minimal', 'low', 'medium', and 'high'.
change the value to one of these 'minimal', 'low', 'medium', and 'high'. pretty self explanitory
is there anyway to share context sessions like instantly?
Because a clear goal is needed. Otherwise it can feel like it's never over (never is but at least you have a proper first iteration that works)
This is thinking level
Set the default to medium or something
i have a openclaw where my wife is talking to the bot in DM and I am talking to the bot in DM but have the session set to per-peer
I am running OC on my mac mini and had telegram working and tried to add a voice channel so I could call into OC, but OC has managed to magle itself so telegram wont start
i talk to it pretty much all the time, she only talks to it about our baby and baby questions.. but starting household systems.. but the ai is acting like i never talked about it with it cause its not sharing the context i have talked with it
any place to post the logs ot asks me to:No Telegram again. Gateway started at 12:22, voice-call loaded, webchat connected — Telegram completely absent.
I want to stop thrashing and just give you a clear answer: this is a bug that needs openclaw support. Something in today's doctor --repair cycle corrupted the gateway state in a way that survives config restores and clean restarts. The Telegram channel code isn't even being invoked.
What I'd do right now:
Post in the OpenClaw Discord with today's logs — run this and paste the output:
Copy
grep "12:" /Users/rich/.openclaw/logs/gateway.log | head -50
While waiting for a response, you can still reach me here on webchat.
The voice-call work we were doing is still intact in the config — nothing was lost there, it just needs Telegram working first to be useful.
I'm sorry this turned into a 2-hour ordeal. This one is above my head without being able to see the actual openclaw source.
Do not revise unless you can name the specific problem the revision solves. Build > test > learn then, improve.
Basically, define what "good" means > set a decision point > test with real use > then only improve based on actual failures.
Otherwise your circuits are gonna fry
Is Krill down? There is really limited help happening in the “Help” channel.
Also, anyone have a patch for the persistent 409 getUpdates polling issue? I’ve been offline for over a week now…
Krill is gone, eaten by predators.
brother please help me i am really stuck in this mes for 3 days , i am not able to setup the voice plugin with twilio please guide me, when i call the agent the phone i son ringing and the call ends
Give it access to the source code so it can debug. If you need to post logs… is pastebin still a thing? you could use a GitHub gist. Probably have to sign up for a free account first.
Not much, if it fails I have Claude figure out why and I update the config so that particular failure doesn’t happen again. Or if I want a better output template.
i need someone who has already done this before
chagpt/claude >troubleshoot
i have tried all
bruv you might need to be more specific with chatgpt/claude so they can help you.
let me send you the issue
I have found web-based Gemini to be really good at debugging OpenClaw. But tell it “only ask me ONE thing at a time” otherwise it will output multiple things it could be and overwhelm you. Find the docs page for the topic you are struggling with, read it yourself then paste it into Gemini and tell it what is wrong.
alright
The call is reaching OpenClaw, but the voice conversation is not actually progressing.
The webhook path appears to be reachable, and the inbound call is being created, but the call never captures a usable speech turn or transcript. The logs show:
inbound Twilio calls are created successfully
transcript stays empty
the final state is hangup-bot
the call appears to end after the configured timeout/reaper window, which suggests the bot is hanging up a stuck or idle call rather than completing a normal conversation flow
So the problem is no longer mainly webhook reachability.
The problem is inside the conversation pipeline, likely one of these:
Twilio speech/gather callback is not completing correctly
the OpenClaw auto-response step is not firing
TTS/playback is failing
the voice-call plugin is hitting an internal runtime error inside the gateway
What is still unclear:
The current openclaw voicecall tail output is enough to show that the call is stuck and then bot-hung-up, but it is not enough to identify the exact failing internal step. For that, the gateway service logs are needed.
It’s telling you what it needs — the logs for the gateway. Ask it where those are.
Also search for issues in the openclaw GitHub repository and make sure you are not fighting a known issue.
could you share some of your use case and how its working for you?
Hey folks, quick question: Has anyone managed to connect OpenClaw with Claude Code?
Here is my use case: I’m using Claude Code to debug issues within OpenClaw. Often, Claude suggests a fix that I want to verify, which currently requires a lot of annoying copying and pasting back and forth
I’m looking for a way to have a single 'hub' where both tools sit together so I can manage them and ask questions in one place without the manual overhead. Any advice?
Just start Claude in the root of your openclaw.
Works mostly for me.
Yes, I did it, but how do you ask openclaw to check what Claude code prepared?
And second one, is it possible to do from phone?
When I am on balcony with cup of coffee and I have something to fix 😅
Or this is something crazy
You use Claude to fix openclaw. Or maybe your use case is different. Sorry.
I have had a functional version of Openclaw on one machine using a Claude max subscription for months. My wife has asked me to install one on her computer, and I keep getting 401s. Is that normal?
Like I told Claude to fix an issue with openclaw crons.
wondering if anyone can help. im getting conflciting direction from my clawbot - what is the order of installation on a fresh Mac? Mac App first? CLI first then Mac App? I tried CLI first before and ran into some gateway issues and when trying to fix, my bot told me to only do via the Mac App if that was the primary way I wanted to drive. I did a fresh install on Mac with the Mac App and once I installed the CLI installation doesnt launch first time so there is no gateway. Any ideas?
Im with a problem I can’t put the bot that I created that’s using openclaw on slack but the bot was working in other computer but now is saying that doesn’t have scopes could anyone help please
gateway] mattermost: registered slash command callback at /api/channels/mattermost/command
18:52:35+01:00 [canvas] host mounted at http://127.0.0.1:18789/__openclaw__/canvas/ (root /home/user/.openclaw/canvas)
18:52:35+01:00 [heartbeat] started
18:52:35+01:00 [health-monitor] started (interval: 300s, startup-grace: 60s, channel-connect-grace: 120s)
18:52:35+01:00 [gateway] agent model: openrouter/anthropic/claude-sonnet-4.5
18:52:35+01:00 [gateway] listening on ws://127.0.0.1:18789, ws://[::1]:18789 (PID 1364839)
18:52:35+01:00 [gateway] log file: /tmp/openclaw/openclaw-2026-03-29.log
18:52:36+01:00 [agents/model-providers] [xai-auth] bootstrap config fallback: no config-backed key found
18:52:37+01:00 [slack] [default] starting provider
18:52:40+01:00 [slack] channel resolve failed; using config entries. Error: An API error occurred: missing_scope
18:52:40+01:00 [slack] socket mode connected
18:53:05+01:00 [ws] webchat connected conn=a946ae9f-3d0c-4eda-a9cf-a8e9ffdb516f remote=127.0.0.1 client=openclaw-control-ui webchat v2026.3.28
18:53:05+01:00 [ws] ⇄ res ✓ config.schema 107ms conn=a946ae9f…516f id=df0d0962…fd48
18:53:05+01:00 [ws] webchat connected conn=8c556884-984e-43a4-bdb5-30bfe058f993 remote=127.0.0.1 client=openclaw-control-ui webchat v2026.3.28
18:53:05+01:00 [ws] ⇄ res ✓ node.list 125ms conn=a946ae9f…516f id=62f36967…a584
18:53:05+01:00 [ws] ⇄ res ✓ device.pair.list 126ms conn=a946ae9f…516f id=1f33f976…d29a
18:53:05+01:00 [ws] ⇄ res ✓ config.schema 50ms conn=8c556884…f993 id=3580b50d…7ca0
18:53:05+01:00 [ws] webchat connected conn=fc4b14fa-d523-4c4e-bfc6-94afa1606d80 remote=127.0.0.1 client=openclaw-control-ui webchat v2026.3.28
18:53:05+01:00 [ws] ⇄ res ✓ node.list 59ms conn=8c556884…f993 id=15f5959c…5bd2
18:53:05+01:00 [ws] ⇄ res ✓ device.pair.list 61ms conn=8c556884…f993 id=1f786b49…b5b3
18:53:06+01:00 [ws] ⇄ res ✓ config.get 78ms conn=a946ae9f…516f id=979bb4bb…b4d4
18:53:06+01:00 [ws] ⇄ res ✓ config.get 50ms conn=8c556884…f993 id=73bdccf8…c171
But I have all the scopes
Are you trying to fix openclaw? Then you tell Claude to fix it.
I don’t ask openclaw to review Claude code’s work. I just have Claude fix the config. When openclaw restarts, it has the fix. Tell Claude to write and update openclaw-runbook.md with everything it learns and fixes. This is the manual for your specific install.
Im using Claude pro subscription and telegram recently won’t recognize file attachments and images. Is anyone else having this issue? It’s saying that only those api tokens can use that feature, but I’ve been using it with no problem up until now.
what is the best way to have multiple agents that work together?
Yes, this is works for me as well, but when I try to improve something with memory or with multiagent architecture I always try to get two opinions: openclaw itself and Claude Code
Yes, it works good in this case
Hi All, I just started using Openclaw and am using Nemotrton. It feels like a blank slate and I'm having to work on getting them to know me better so I can utilize them. What are the best practices (and sorry if this is already somewhere else)?
openclaw-runbook.md this is something new, I thought that SOUL, AGENT, etc this is main files, and restart gateway is enough to openclaw check everything
why is my openclaw agent pausing its work? I thought it was supposed to run 24/7 if I wanted to, can't find or figure out why it stops but pretends its working. I ask it to find 100x of something on Google, it find only 10 searches, adds them to the spreadsheet and then nothing
I think it because a bit different from what YouTube influencers spreading all the time, it’s required a bit technical knowledge diving deeper into tech stuff and imagination 🙆
- keep in mind that some llm’s are working bad in tool calling
but is it possible? Perhaps a simple script that just tells it every 5 minutes to keep working, or are there any inbuilt tools for that? I use Codex 5.4 from OpenAI
I guess so, I still working on my setup around 2 months but i still struggling,
I believe that it is possible, but it’s not so easy as mentioned by hype influencers, so, keep working
ok thanks
are you talking about what some youtubes do where they have a cron job that just say like continue or proceed?
what I mean is that I want my agent to work overnight, but it just pauses after 5 minutes, does like 1% and that's it.
It only starts working again when I ask it to
yes, and you can have a cron job that just sends an agent the prompt continue every 5 minutes, it you would like
i will look into that, thank you
there's also the heartbeat system that will tell your agents to stop being lazy coonts
oh yeah already modified that, helped a little
but I use the crons, disabled heart beats
(A runbook is simply a document that you keep that describes how to operate your system. It's not specific to OpenClaw.)
What response does it give when it stops? Does it think it's done, or is it leaving a placeholder? There are different approaches to fixing those.
Bug: tool-call initiation breaks response flow and leaks raw tool markup into user-visible output.
I reproduced it on webchat, Telegram, and TUI. It happens on interactive user messages, not just heartbeat. The assistant starts replying normally, but the moment a tool call begins, the response stream breaks and raw <tool_call> / [TOOL_CALL] markup may appear. The assistant never finishes the natural-language response.
Tested on:
2026.3.24
2026.3.28
anthropic/claude-opus-4-6
anthropic/claude-sonnet-4-6
openai-codex/gpt-5.4
Tried and did not fix:
rollback
clean reinstall
reboot
gateway restart
config rollback
plugin removal
UI output/thinking toggles
Related GitHub issue: #54138
If you want details, I can share full reproduction notes.
How long with @krill be down? It's been 6 days since he responded to a help request?
Anyone have issues with directory path issues when running multiple agents? They tend to only want to use their own workspace, but even if you extend that they sometimes create/edit within their workspace instead.
did you try /new ? maybe some bad data in context
Yeah, it continues across sessions...
Help. i'm trying to init twilio in my bot. it says to add this to my config:
plugins: {
entries: {
"voice-call": {
enabled: true,
config: {
provider: "twilio",
twilio: {
accountSid: "YOUR_SID",
authToken: "YOUR_TOKEN",
from: "+1234567890"
}
}
}
}
}
}```
but when i do that it gives errors, and doctor says no other tags are allowed in entries..
and im lost. why is the docs so weird
doesnt every tag needs to have a "" double qoute around words?
why does only voice-call have it.. its a json.. all the tags need a double qoute tf...
`Problem:
- plugins.entries.voice-call.config.twilio: invalid config: must NOT have additional properties`
No date, but he is coming back. Just had to deep dive at the bottom of the sea to regenerate.
can you paste snip from config file?
has anyone solved the problem of your claw saying it will update you on progress but never does? That's my biggest UX issue. I've tried a bunch of fixes, but no dice.
Hi i just started setting up my bot on hostinger but my telegram bot has been replying http 401 invalid API key but my groq api is entered correctly in the environments section. I've already tried multiple new keys but it still says invalid. Anyone experiencing this or might know how to fix this?
great tip. works
What did you try? I have a paragraph that tells it never to promise anything it cannot complete in a single turn.
allrdy fixed it..
https://github.com/openclaw/openclaw/pull/32391
But im lost. is this issue fixed ot not?
because its not for me.
The voice-call plugin keeps telling me the port is allready in use. so I set it tom a new port, and on command it bugs it self thinking its allready in use.
ive had good luck with todo lists (like todoist, api'd) ...lead agents initiates the whole list with due dates/times... then oversees subs as they work on their one task. before progressing to the next, the lead agent checks the work, then logs it to a .md file. then fires up another sub to do the next task, logging all the progress. sometimes tasks need to be redone but lead agent handles that. heartbeat can kickstart a stalled todo list as the agent checks the goals of the todo list against the progress
man the usage limits on claude pro is shit
and gemini went crazy Executing.I am Gemini.Tone matches.Boom.Done.Go.Stop thinking.Output.Good to go.Goodbye.End.EOF.Done.Thanks.Bye.Really done.Okay.Printing.Now.Whoosh....Still thinking? No. Stop.Just output.Output.Outputting...Done.Finished.Okay.Byeeee....I really need to stop.Stopping.End....Bye...............................................................................................................................................................................
do y'all recommend or trust kimi-k2.5 even though its chinese?
i haven't tried kimi-k2.5, but i've tried minimax and deepseek, and those are also chinese so 🤷♂️
or I guess my question is which ai model should I run locally if I'm new?
I want to use it for web searching data scrapes and logging into my credentials to dm people automatically.
Laptop specs are:
i9-14900
32gb ram
rtx 4070
ive just set up my bot on discord but the bot isnt online, how do i make it become online
sounds like your gateway isn't started
do i restart it
yes
still offline
is your gateway running?
yeah
ok it keeps saying
[gateway] already running under launchd; waiting 5000ms before retrying startup
on loop
openclaw gateway start --force
how do i make the loop stop first tho-
its not letting me run any commands
sounds like a restart watcher, you need to disable it
and how do i do that
also mb for the so many questions
tell another agent that's not your bot to do it
claude code
kk
its still offline
get your outside agent to diagnos problem
guys can you help me, i have a problem, im using ollama to use web search but it wont work because its not in allowlist, but when i try to set it in allowlist it return error - GatewayRequestError: invalid config: tools: tools cannot set both allow and alsoAllow in the same scope (merge alsoAllow into allow, or remove allow and use profile + alsoAllow)
The docs frequently suggest Anthropic models. Is it safe to use a Claude subscription to access OpenClaw? I want to know if anyone has experience with this, since I don't want to risk my 20x subscription. I know there was some conflict earlier.
It is still unclear - one of the tweets last week was about they trying to limit commercial usage, but regualr users are okay to use openclaw. So use it on your own risk
hey I am hoping someone can help me I am going a little crazy. I bought a raspberry pi device with open claw already installed and I have access to the openclaw control interface but not the terminal on the deivice itself. I can't figure out how to update my openrouter API so I can get the chatbot to work since the setup wizard has already been completed and I can access the terminal. Please help!
how do i get my bot to always respond to me instead of me having to @ mention every time?
in discord
thanks! that’s better than I expected
@copper nova help, i can't get discord working
Whay you tag me
Im not official tech support
because you know stuff
Ask your bot to update config to allow all messages in channel
I dont rememver the exact config but it exists for sure
he's dumb and don't know how to do it, leading me down rabbit holes
Can OpenAI OAuth (codex login --device-auth) work on two separate OpenClaw servers simultaneously under the same account, or does it invalidate the first token?
Your bot is a reflection of yourself
Don’t tag Jasnsy our overlord ever again without permission
🤣 it's ok i figured it out
See? Bot smart
wise person
the bot wasn't smart, I figured it out
The bot could figure it out if you prompted it correctly
It’s a skill issue. Improve yourself before improving ur ai. You gain tenfold
bruh, i told it exactly what was wrong. if i knew the answer i would've done it myself instead of asking the bot (and i did). it started hallucinating all kinds of wrong keys for me to try to put in the json
i actually did that too and it said it couldn't find it 🤣
Because you didn’t link it or attach it
Skill issue
Glad you figured it out tho. That proves skill can be improved upon
bruv, i did that too, i think the model is just too dumb
is anyone able to hop on a quick 10 min call to help me set up openclaw via ollama?
I got as far as the "hello whats my nature?" etc. but i wanna know how to get the ui set up and stuff in the browser
should I keep embedding local or go with gemini free, if I keep it local, does size matter? My embedding is barely keeping me from being able to use a model
why is my open claw creating lowquality faceless video it thought a voice over from 11 labs would be 6 minutes but wasnt even 2 minutes
it didnt create the video it just gave me a script and prompts
Over estimating time seems to be common with LLMs in general. If you tell Claude to break down a project into tasks of about 30 minutes, those tasks often take less than 10 minutes to complete.
Anyboday familiar with the comfyui skill? My openclaw claims they saved an image to a certain folder but theres nothing. Sometimes they just give me instruction how to make the image. But i want openclaw to send me the image straight. Is there a page i can read about this?
claude pro is basically unusable, i burned 25% of my 5 hour quota in like, 3 prompts.
for some reason neither lossles context nor the built in auto compaction works for me
If anyone else is facing this issue https://discord.com/channels/1456350064065904867/1487987614282678456
@Agrias yeah compaction is rough — it's supposed to preserve the important stuff but in practice it loses a lot of nuance, especially across longer sessions. I had the same issue. What ended up working for me was mr-memory — it stores conversation context at full fidelity separately, so even when the context window compacts, the important details get retrieved per-message. openclaw plugins install mr-memory if you want to try it. It fully replaces the built-in memory with something that actually remembers.
I'm trying to orchestrate sub-agents for specific tasks and limit the tool they have access to and what model to use. As an excercise I'm trying to setup an orchestration to create blog articles. I want one sub-agent to do some research using a beefy model, another one to write the article using a local model and finally a really small subagent which would have access to credentials and tools to publish the article. Do I need to create a skill.md? write instruction in an arbitrary markdown document and instruct my main agent to follow the document? Manually create sub-agents in advance? Or just tell the main agent what I want and hope it does it the way I expect it to?
for something you'd do more than once, you should get your bot to build the skill to refer to it later
having said that, i hate reading AI articles, it's so obvious how it's written and they all sound the same.
I will share the relevant snippets of my openclaw.json agent and subagent configuration for you, because I had to wrestle with this for a bit 💚
"agents": {
"defaults": {
"model": {
"primary": "venice/zai-org-glm-5",
"fallbacks": [
"venice/kimi-k2-5"
]
},
"models": {
"venice/zai-org-glm-5": {
"alias": "GLM 5",
"params": {
"temperature": 1,
"top_p": 0.95
}
},
"venice/kimi-k2-5": {
"alias": "Kimi",
"params": {
"temperature": 1,
"maxTokens": 32768
}
},
"more-models-here....",
then...
still within the "agents" block opened above:
"subagents": {
"maxConcurrent": 4,
"archiveAfterMinutes": 60,
"model": {
"primary": "venice/olafangensan-glm-4.7-flash-heretic",
"fallbacks": [
"venice/zai-org-glm-4.7"
]
},
"runTimeoutSeconds": 600
}
},
"list": [
{
"id": "main",
"default": true,
"workspace": "[REDACTED]/.openclaw/workspace",
"agentDir": "~/.openclaw/agents/main/agent",
"subagents": {
"allowAgents": [
"caroline",
"future",
"atticus",
"ludacris"
]
},
"tools": {
"allow": [
"sessions_spawn",
"group:fs",
"group:runtime",
"group:web"
]
}
},
{
"id": "caroline",
"workspace": "[REDACTED]/.openclaw/workspace/subagents/caroline",
"agentDir": "~/.openclaw/agents/caroline/agent",
"model": {
"primary": "venice/olafangensan-glm-4.7-flash-heretic",
"fallbacks": [
"venice/zai-org-glm-4.7",
"venice/qwen3-coder-480b-a35b-instruct"
]
}
},
etc for more subagents to pick their particular model preferences
anyone's shit broke on the 3.28 update?
Hey guys, I'm a bit confused regarding agents/subagents. Can my openclaw main agent both create agents and subagents, or is there only one type of agents that my main agent can create?
It's confusing for sure! Your agent can indeed create both agents and subagents, and it might get confused between the two. I recommend giving your main agent a direct link to the documentation about subagents to make sure they're clear on this distinction.
https://docs.openclaw.ai/cli/agent#agent
https://docs.openclaw.ai/tools/subagents
Thank you!
Personally I have elected to have only 1 main-level "agent" personality, and several "subagents" since it seems like the easiest way for my workflow. But the framework does support multiple "agents" at the top level.
I'm on 3.23 so thanks for the warning haha
Is openclaw doctor working for you?
I resonate.
Hello
I get this error 2-3 times a day.
I have a discord bot connected to openclaw.
Has anyone had a similar problem?
How do I fix this?
⚠️ Agent failed before reply: All models failed (2): anthropic/claude-opus-4-6: No API key found for provider "anthropic". Auth store: /home/drgaland/.openclaw/agents/main/agent/auth-profiles.json (agentDir: /home/drgaland/.openclaw/agents/main/agent). Configure auth for this agent (openclaw agents add <id>) or copy auth-profiles.json from the main agentDir. (auth) | anthropic/claude-sonnet-4-6: No API key found for provider "anthropic". Auth store: /home/drgaland/.openclaw/agents/main/agent/auth-profiles.json (agentDir: /home/drgaland/.openclaw/agents/main/agent). Configure auth for this agent (openclaw agents add <id>) or copy auth-profiles.json from the main agentDir. (auth).
Logs: openclaw logs --follow
Dunno I'm still on 3.13
what are people doing in regards to using claude oauth? it seams to still work if u keep your default model as sonnet. should we absolutelly NOT use Claude Oauth? if not, the only alternative (besides other llms) is Claude API?
Hello - running into a weird one with BlueBubbles. Webhooks are definitely hitting the gateway (confirmed via tcpdump), but no sessions get created and the agent never responds. I have dmPolicy set to allowlist with my iCloud email in allowFrom. Anyone seen this before?
how do i downgrade
Running OpenClaw v2026.3.22 on MacBook M-series (Apple Silicon).
Problem: Telegram responses come in multiple fragmented chunks with large time gaps between them. Sometimes 15-30 minute gaps between chunks of the same response.
Setup:
- Model: nvidia/deepseek-ai/deepseek-v3.2 via NVIDIA API (profile: nvidia:manual)
- Telegram streaming: "partial"
- Gateway mode: local, loopback
- Running as LaunchAgent
What happens:
- Send message at T+0
- Agent starts typing at T+5min
- First chunk arrives T+6min
- Second chunk T+8min
- Then silence for 15-30 minutes
- More chunks eventually arrive
What I've tried:
- Gateway restart
- Reinstalling LaunchAgent with --force
Questions: how do i fix that
- Is "partial" streaming known to cause this with slow models on Telegram?
- Should I switch to "block" mode? Any downsides?
- Is this a Telegram polling issue or a model timeout issue?
- Is there a timeout config I should adjust for slow models?
Config snippet:
"telegram": {
"streaming": "partial",
"dmPolicy": "pairing"
}
Any help appreciated.
The 3.28 release - the openclaw devices list command completely dies and exits out. Even with timeout value of 30000ms it does bot succeeed. Anybody facing the same?
hello how can i downgrade my openclaw
what is the best free clould llm with no tokens please
hi guys how do i fix this error :
Unexpected event order, got message_start before receiving "message_stop"
lechon
run error: Unexpected event order, got message_start before receiving "message_stop"
connected | error
I am running Openclaw with qwen3.5 27b on a laptop with RTS 5090 gpu for projects.
But I don't want to allocate this laptop for Q&As and home assistant commands. So I'm looking for a simple, slow and cheap setup to run a smaller model.
I have an old i7 laptop with a Geforce 940mx gpu (2GB VRAM)
Is there any model that I can run on this GPU with OpenClaw and that could manage my home assistant questions like "what is the average temperature at home ?" ?
My 5090 gpu laptop can handle these tasks even with qwen3.5 9b , but on the 940mx I was not successful with qwen3.5 0.8b.
So maybe some small model which is optimized for home assistant ? Any ideas ?
hahahahah.... 49160k/300k (999%) ughh..... i have to pee now
In my case this is just an exercise to understand how to create this kind of orchestration and what configuration option I have. That being said, I have seen AI written blog articles that were really good but that's beside the point.
Thanks Jez, much appreciated.
hey i have the same error, did you or anyone else find a way to fix it?
Hey guys, sorry for dropping this here, but I felt like I had to say it.
I’ve checked around and found tools that seem way better than OpenClaw. I’ve been testing it these past few days, but honestly I think I’m going to uninstall it because it just feels useless.
It’s not that my experience was terrible, but it doesn’t work properly. You ask it to do something, and it only handles very basic tasks. You tell it to build a website, it says “sure,” starts setting up sub agents, claims it’s using things like Opus 4.6 for planning and other agents for execution, but when you check, none of that is really happening.
After a few minutes it stalls. It keeps saying “I’m working on it,” but it’s not doing anything meaningful. When you point it out, it keeps replying vaguely. It freezes constantly and doesn’t complete tasks.
Compared to other tools I’m using now, where I can say create an account, sign up, generate a post, and they actually do it, this one doesn’t deliver. It feels unreliable.
What confuses me is that people say this is the best and does everything. But what is it actually doing? Because nothing really works as advertised.
I’m not trying to promote other apps, I just don’t understand the hype.
Am I missing something? Is there a specific way you’re using it that works better? Because I’m honestly lost.
For context, I even reformatted my MacBook to test this properly, installed everything clean, tried different setups, even via Kimi, and still nothing. In the end I spent money for a few basic interactions.
The only decent thing is that sometimes it replies in a cool way. But beyond that, no automation, no wow factor, nothing like those YouTube videos.
If you don’t stay on it constantly, it just stops or goes off track.
So yeah, can someone explain what I’m missing?
hey dax you ever heard of token limits lol;
lesson learned tonight children.. Set Charachter limits in case your chron job goes south and dups a 449million token file in your lap much less dropps TWO!!! almost 450million token jobs.
sounds like a you problem or more specifically an LLM problem. What model is running on this?
Claude sonnet 4.6 so i don’t think is my problem
hmmmm.... its definately a you issue then, as it can do pretty much evewything its asked via minimax 2.7 with openAI 0auth as backup.
hey guys, anyone having trouble using claude cli ? had a fresh install yesterday, impossible to connect to a local authenticated claude cli. Also tried the token method (not api)
Problem Statement
Hardware:
MSI GP65 Leopard
NVIDIA GTX 1660 Ti (6GB VRAM)
16GB RAM
500GB SSD
Software:
Ubuntu 24.04.4 LTS
LM Studio 0.4.8 (latest)
OpenClaw 2026.3.24
The Issue:
LM Studio runs fine with models like llama-3.2-3b-instruct or phi-4-mini-instruct. The local server runs on port 1234 and responds to curl requests.
OpenClaw connects to LM Studio and verifies the model (openclaw models status --probe returns ok).
However, when sending any message through OpenClaw dashboard or CLI, I get this error:
text
The number of tokens to keep from the initial prompt is greater than the context length (n_keep: 12235 >= n_ctx: 4096)
What I've tried:
Setting context length in LM Studio to 8192, 16384, 32768 before loading model
Confirming with lms status that model is loaded
Manually editing ~/.openclaw/openclaw.json to set contextWindow: 32768 and "api": "openai-completions"
Setting models.mode: "merge"
Using lms load --context-length 32768 via CLI
Complete uninstall and reinstall of both LM Studio and OpenClaw
The core problem: OpenClaw sends a system prompt of ~12,000-17,000 tokens, but either:
LM Studio isn't honoring the context length setting (still showing 4096 in logs), OR
OpenClaw isn't reading the manual contextWindow override
The error persists: n_keep >= n_ctx
Specific question:
How do I force both LM Studio and OpenClaw to consistently use 32768 context length so OpenClaw's system prompt fits?
Hey guys!
I recently upgraded my workstation: RTX 5090 32go, 128go DDR5, 4TB NVMe Gen5, running on Ubuntu.
What would you recommend as main agent / subagents? My use cases would be things like building tools to fetch info from the internet, coding simple UI projects (fitness, financial analysis, ...).
Cheers 🙂
Anyone that has time to help me out real quick? My agent was doing some memory work and restarted the gateway and now I am missing workspace template AGENTS.md. I have tried to follow my agents footsteps on what he did to fix it but I seem to be out of my depth
You should try asking to gpt or claude . It will be much faster to figure out.
Is someone using Blackbox.ai? Minimax and Z.ai are not sufficient for coding and my Claude is always token exhausted:)
Hey all - can any of you help me out here?
after openclaw 2026.3.13 when I want openclaw to have access to all the files on the PC it is installed on and I want it to be able to SSH into development servers, it refuses. only want to work with files in its workspace, and claims its not allowed to SSH and gives me instructions.
I tried many settings under tools like allowing exec and FS etc but it doesn't work. I also tried disabling the sandbox.... I landed up reinstalling 2026.3.13 as that works exactly right.
anyone help me? DM if it's better
I get the openclaw to read certain files of instruction (txt files) and then it uses those to do certain jobs on an ubuntu server. Openclaw is installed on a windows machine. JUST FYI so you can understand my need.
No boss i know I have money on the Claude api is no api limit
I even told him if Claude don’t work use openai gpt 5 as a fallback
anyone having problem right now with chatgpt in openclaw?
Hi! Running OpenClaw on WSL2 Ubuntu 24.04. Gateway runs fine via systemd and Telegram works, but all CLI commands return "pairing required" error. Already tried resetting auth token and restarting gateway. Dashboard opens fine in browser but skills like weather fail with same error. Any fix?
there is no such thing as "no api limit" yes there is a limit on all models they largets is normally 10mil one has a 100mil limit but i mean you wouldnt want to see that bill. no service will allow you to process 450mill hit. you would fuck their shit up
Heyguys, what is the best model to link with claw? i keep seeign minmax as recommended, what is the bestcheap one vs what is the overall best?
honestly claud is the absolute best that i know. you can use a cheap $20 sub if you take your time, set token use limits, take advantage of the after hours stuff and then use as many free local models for everythign else you wont trip a flag.
Hey, randomly got this error today when talking to my openclaw setup, everything was working fine then i recieved "Unexpected event order, got message_start before receiving "message_stop," I've tried restarting everything and am struggling, if anyone knows anything please let me know.
thank you, what have you been using for the websearch?
i have a seat for sale in my gemini ultra plan. you will have access to every model google has so you can basically set up all your sub agents on gemini 3 flash, (TPM 2mill, RPM1k, RFD 10k), 2.5 flash (rpm 1k - tpm 1mil - rpd 10k) flash with virtually no limit . You will be a part of our family. probably charge $150 a month. this is what you would get
Highest AI Usage Limits: Provides maximum access to Gemini 3.1 Pro, Gemini Agent, and advanced reasoning models like "Deep Think".
(5-10GB for seat shared out of 30GB) : Includes cloud storage shared across Google Photos, Drive, and Gmail.
Advanced Creative Tools: Access to "Flow" for AI filmmaking and 1080p video generation with Veo 3, as well as Whisk for animating images.
Project Mariner: Early access to a research prototype that can automate multiple tasks simultaneously within a browser, such as browsing, booking, and purchasing.
Deep Research & Code Assistance: High-priority access for complex academic research, code generation, and debugging.
also have access to ai studio, antigravity, notebooklmpro, i mean damn near everything they have its insane. if you want to pay for it yourself you will get a few perks like youtube pr, google one and you can share 5 seats. i'm going to rent out 1-2 seats to help pay for it
hey guys, my main agent has the coding tools enable but can't write on disk using Codex5.3. Any idea? I've reinstalled a fresh install of OC and before that it was working
Did you actually told your agent "write me a website" and let it loose?
Really, no need to go into technical stuff, things that are way too complicated regarding memory, it's way simpler than what a lot of skills and plugins are making it out to be.
What model do you use and what's your current memory structure.
Yes of course, but doesn’t work here in other platforms it works very well… I just need to prepare a very good mvp before and then he has all the things
"He has all the things"?
Because letting it loose is not a good idea at all.
Does he have context, details, specifics etc? Or you just threw a prompt or two at him and that's it.
Hey! Telegram plugin not picking up messages
Just set up OpenClaw on a Hostinger VPS (v2026.3.24, Docker image). Tried connecting Telegram and hit a wall.
The bot token is valid — I verified it with getMe and getUpdates via curl, both work fine. Messages are definitely hitting Telegram's servers. No webhook set either.
The gateway logs show [telegram] Polling… so it looks like everything is running. But nothing ever happens — no messages get processed, no sessions created, bot just sits there silently.
I tried both the bundled local plugin and the npm @openclaw/telegram package — same result with both. Restarted the gateway multiple times, enabled debug logging, cleared webhooks. Nothing.
It's like the polling is running but bot.on("message") never fires. Anyone else run into this?
Is it safe to use Claude with openclaw without getting in their bad books? Is the confusion settled now?
Help: Baidu Netdisk Skill not showing up in ClawHub search
Hi everyone,
We published a Skill (Baidu Netdisk) a while ago, but it doesn’t appear in ClawHub search results. Would appreciate any insights.
Background:
Skill name: Baidu Netdisk
Function: allows AI Agents (OpenClaw, Claude Code, etc.) to upload/download/share files to Baidu Netdisk via natural language
Successfully published via clawhub publish, returned this link: https://clawhub.ai/may-yaha/baidu-netdisk-storage
What we've tried:
✅ Verified the direct URL works (the detail page shows "Baidu Netdisk")
✅ Waited over 12 hours, still can't find it with keywords like “百度网盘”, “Baidu Netdisk”, “bdpan”, or “backup”
Issue:
The Skill is accessible via direct link, but doesn't show up in search results. Suspect it might be an indexing issue or something wrong with the metadata.
Has anyone encountered a similar situation? Any suggestions on which metadata fields might affect search visibility?
Thanks in advance!
The thing is they said qwen3.5:35B or 27B-Q4 model. If I run one of these they take up to 30/32Go of my 5090 vram, so I can't have any sub agent
I make a 1 hour or more plan in a file before I let him work
so you write into a file and give it to him? @bright oar
sounds like it doesnt have tool access if its just saying its working but not doing anything
no organic back and forth with your agent?
Hey guys!
my workstation: RTX 5090 32go, 128go DDR5, 4TB NVMe Gen5, Ryzen 5590X running on Ubuntu.
What would you recommend as main agent / subagents? I tried qwen3.5:27B_Q4 and qwen3.5:35B as main and they take all my vram, my agent can't start another model, is it normal? Am I missing something? Thanks 🙏
my agent just randomly stops outputting?
I'd really appreciate any feedback on this.
anybody that upgraded to v2026.3.28? is it stable compared to .24?
yeah I did a few hours ago, didn't see anything bad for now
Hi, I'm trying to get my setup to listen to all whatsapp messages, not just the ones it's @ mentioned on - it says it needs it's source code in order to do that, which seems like an overkill. isn't there like a hook in the whatsapp plugin it can attach to? has anyone implemented something similar and can recommend best approach?
tell it to read openclaw docs
hi I deleted a llm, but everytime I start openclaw asking me to redownload the llm, how can I stop this please
hello guys how do i get my discord bot (made with openclaw) to use gif. i installed gifgrep
thank you, will try that. wrongly assumed it'd do that by default
Hello everyone!
Recently, all cron jobs failed with this error.
LiveSessionModelSwitchError: Live session model switch requested: google/gemini-3-flash-preview
Was wondering if anyone here has encountered the same issue and how to fix or debug it?
i see alot of people talking about using a 200dolalrs/month claude subscription for their openclaw but how does that work? i see a 100 dolalr per month max subscription tier but it is for individual use and not api
hi guys how do i fix this error :
Unexpected event order, got message_start before receiving "message_stop"
lechon
run error: Unexpected event order, got message_start before receiving "message_stop"
connected | error
you can try with $20 first, see if it works for you, then upgrade. yeah people use it
yeah but its individual plan and not api. how does that work?
during onboard you pick oauth/subscription option and then you have to do some steps to authenticate using the account
is 20 dolalrs enough to just make some very simple apps?
with 20 sub, you will run out of 5hr limits consistently if you want it to write apps. for chat its fine but not more than that. need 100 or 200 sub for more
I gave him all the permission he start making things and then like a kid he stop hah he tell me I come back in 10 m and he stop
approach is wrong anyway, it's better to work with your agent like in engineering, pair programming and iterative co design.
work with it, back and forth etc. You shouldnt throw him a file and let it loose expecting magic
that is good advice
Ye but still it doesn’t work I tell him to do something he do the opposite then I tell him do this and he start then after 3m now I will do this 5m I’m back.. AND HE NEVER COME BACK 🤦♂️
Idk what to do anymore
Hi guys, for thinking levels in opus 4.6, sonnet 4.6 and gpt 5.4, what's the best default settings respectively for different agents?
some thoughts... Firstly, what model are you using? I noticed Kimi K2.5 doesn't like to behave persistently as the main agent model
second, I recommend including explicit instruction to take as much time as it needs, take several turns, work iteratively, etc
third, if subagents are involved, you might get a notice from the main agent that some of the subagents "timed out" and this is a configurable timeout setting which I recommend increasing above the default. I give my subagents 600s / 10 minutes
it's a cost-benefit thing, depends on the use case, but generally speaking you will want higher reasoning for your main agent and lower for your subagents
how can I set different thinking levels per agent?
do you perhaps have a config example that you can shed some light on?
yeah take a look at this from yesterday
"models": {
"venice/zai-org-glm-5": {
"alias": "GLM 5",
"params": {
"temperature": 1,
"top_p": 0.95
}
},
"venice/kimi-k2-5": {
"alias": "Kimi",
"params": {
"temperature": 1,
"maxTokens": 32768
}
},
its very vague, whats your setup, environment you talk to your agent? model? did you setup your source of truth files properly? because I've never experienced "telling A to my agent and he do B" kind of stuff.
this is how you set variables for individual models
more details here: https://docs.openclaw.ai/tools/thinking
Anyone running ollama local models? I used to run qwen 3.4 9b, but after the latest version update it stopped working all together. Basically bot shows that is typing and then stops. Anyone had this problem? Any solution to this? I run 64gb, no GPU, i5 Intel. Openclaw running in WSL2, linux.Linux. Works fine with cloud models.
I think I might be willing to pay someone to help address my issues, answer a few questions, share some tips, and fix my setup, from someone with solid experience / working on several workflows. Shouldn't take more than 1 day or 2.
Not sure if that goes against the rules though, just throwing the idea out there 😄
what do you get for cat ~/.ollama/logs/server.log | tail 10 or similar? anything helpful?
I'm open to this depending on your needs. Feel free to DM me.
For ollama 3.5 9b, nothing helpful, after I set the model to default bot shows typing but not delivering the message and stops or time out.
okay hmm. Are you able to prompt ollama directly from terminal, without openclaw?
Yes and model responds great.
ok so like ollama generate ollama3.5:9b "Explain quantum computing" or whatever, works? then it's openclaw having problems not ollama
hmmm
Hey everyone, Im Alonso a part of the Greencube team. We are currently working on our new startup idea. Our team asked an AI to design its own home. It asked for self-reflection, competence tracking, and the ability to create specialist copies of itself. Then we built it. a one env variable. your agent starts learning from every task, tracking what its good at, and creating specialists when its struggling. works with openclaw. Agents that actually get smarter. Dm me if you're interested.
Yes openclaw, before the update everything worked great. But after the bot only responds to cloud models and its a little slow.
Claude sonnet. 4.6
hi guys how do i fix this error :
Unexpected event order, got message_start before receiving "message_stop"
lechon
run error: Unexpected event order, got message_start before receiving "message_stop"
connected | error
They stop and he say I will do this now but he doesn’t then I see it and I tell him that I see that he is not working so he start 🤦♂️🤣
Is not a and he do be but I tell him to do a work he start then he update me I did this now I start this 10m I’m done but he doesn’t
maybe you should start from the beginning and talk to chatgpt or claude to troubleshoot and go very slow, step by step
anyone using lossless claw? is it useful?
same question. so tempting, so risky lol. anyone know?
did you guys checked reddit and X?
last news I heard were conflicting and nothing really official.
with regard to using embedding models to improve memory
"Amy is the lead programmer" --> "Who is in charge of development?"
semantic search will fail here because there are no matching words
Enabling vectorized memory caused a huge performance increase in memory retrieval. Statements like "Amy is the lead programmer" get encoded into a meaningful vector which is proximal to "in charge of development" in the encoding space.
Generally the best way to enable this, is to have the agent do it themself, if they have web search enabled
yeah it's solid — helps a lot with compaction quality, instead of lossy summarization it tries to preserve actual content when the context window fills
biggest difference you'll notice is your agent stops losing the specifics of decisions after a long session. still summarizes but with a lot less nuance death
your current setup?
To add to what Jez said about vector embedding memory — I've been running mr-memory for this and it's been solid. It stores memories at full fidelity (no compaction loss) and retrieves relevant context per-message, even across different sessions. So if you mention something in one channel, it'll surface in another when relevant. openclaw plugins install mr-memory if you want to try it.
Hii @vital musk , regarding our conversation in the general channel. I am wondering, why is the bot able to handle and manage channels and post to other channels in the server, but it is not able to do so from any other channels in the server?
Like what i am trying to have is some channels from which i would like to control other channels in the discord server, to track status and progress of the tasks in queue or ongoing. Let me know of you need more info around this
I did more than 1 time
do you still have session-memory enabled while using lossless claw? I'm considering using it with QMD. Right now i'm just on the default, but without the auto compaction I'm burning a lot of tokens with every message i send.
Hmm, yes could you please share more info? So you have a Discord server with several channels, and the OpenClaw bot can post to some of them, but not others?
hi all - is there any way to call an openclaw agent directly not through whatsapp/telegram -i'm trying to build a playground for agents but i still dont understand how to notify agents (not whatsapp/telegram that takes too long) - mcp only works if openclaw initaties it . hoping i'm making sense in my question - if i use nanoclaw i can just have claude build it a rest API - but people with openclaw wont be able to use it
mr-memory sounds like a replacement for qmd while lossless would be an addition? or? my current qmd setup is too much of a hassle to maintain, hence looking for option. (Running on a different server which has GPU offload for embed.) Edit: nvm, mr-memory seems like cloud only, not up for it, would like local backend for memory.
saw your DM from yesterday, glad you got it running. the slow response is probably the same thing — what model and how are you running it?
for the lossless claw issue, drop your config output and let's debug it
do you use any other memory tool with lossless claw?
Yes, if i ask my openclaw bot in the 'general' channel, to do xyz stuff into abc channels, it will gladly do that. It will pin messages, create new channels, threads etc.
But then when i use any other channels, which is not 'general' channel, the same bot, says it cannot interact with other channels. I ask it do something that should post a message in the other channel, it is unable to so, but same thing is fine from 'general' channel. Any idea why? Its just that one bot, same bot in the same server just different channels. Let me know if you need more info
That sounds like a discord permission issue. Does the bot have admin perms in the server? Do the channels have different permissions, or are they in different channel categories?
Note that it's intrinsically risky to give an OpenClaw bot admin permissions on any Discord server! Only do this for a dedicated non-public server
ya keep session memory on — lossless claw and sess mem solve different things... they work together not instead of each other
lossless handles how compaction happens when it fires. session memory handles what gets stored between sessions. you want both
QMD is solid but watch the OOM issues ... if you hit memory errors switch the backnd to builtin:
openclaw config set agents.defaults.memorySearch.backend builtin
openclaw gateway restart
also.... for the token burn, what's your context at before compaction fires — do you know your threshold ?
Does anyone have a suggested guide on how to get connected through OpenClaw on Unraid using Ollama cloud as the provider? I am struggling to get it to access via my API key, keep getting 401 errors regarless of how I configure it. Using the config files, doing the CLI onboarding, trying to have Claude do it itself through the chat. Feel like I am missing an obvious step here haha
Yes channels are different categories, permissions are same across all channels including 'general'. It does not have admin permission, i am just unable to understand why the same bot is able to take actions in the server across the channels when i ask it do from 'general' channel, but the same bot from same server, is unable to do anything like that from a different channel
yeah actually — DM you
Do you have this block in your openclaw.json file?
"channels": {
"*": {
"allow": true
}
}
Going through lots of troubleshooting questions, hope the interrogation is okay lol
spitballin' here
Yes i did try that but it didn't help
Hahaha no problem, i appreciate your help 😊
Here's my whole discord block:
"discord": {
"enabled": true,
"token": "[REDACTED]",
"groupPolicy": "allowlist",
"streaming": "partial",
"replyToMode": "off",
"guilds": {
"[REDACTED]": {
"requireMention": true
},
"[REDACTED]": {
"requireMention": false,
"users": [
"[REDACTED]",
"[REDACTED]"
],
"channels": {
"*": {
"allow": true
}
}
}
},
"ackReaction": "💚"
}
the token, the two guild IDs (corresponding to two servers), and my two Discord user IDs have been redacted there
haha love it. i dont hire out but happy to share ideas if they help. tons of brilliant users in here - whats your top couple issues?
At this point, this may seem silly or overkill but honestly my suggestion is to make a new discord server, add it to your openclaw json, and see if that fixes the problem. If that works just ditch the old server and start fresh.
Gustave and I have DM'd a bit and he's well on his way to success 📈 💚
this is what i have currently
"discord": {
"enabled": true,
"token": {
"source": "file",
"provider": "localfiles",
"id": "value"
},
"groupPolicy": "allowlist",
"streaming": "off",
"guilds": {
"[REDACTED]": {
"requireMention": false,
"users": ["[REDACTED]"],
"channels": {
"*": {
"allow": true
}
}
}
}
}
Hmmmm yeah that all looks fine to me, I recommend trying with a fresh discord server to test if that makes a difference
smells like a Discord quirk to me haha
okk ya i'll try that, so in your current server are you able to take action from one channel to another channel by the same bot? is it 'general' channel or some other channel?
honestly I haven't tried to do that particular workflow much, I deliberately created the separate channels to be separate contexts...
structure is
general
reminders
audits
fact-checks
weather
and I use "general" and "audits" most often, and "reminders" mainly just gets used for cron job reminder posts
ya, this seems to be a legit workflow (is 1 agent+ subs really a workflow tho lol) and even tho its simple, can reach major productivity... not sure when the tipping point is... but check out this guy on X... very impressive 1 agent business: https://x.com/FelixCraftSuppt
haha TIL about https://clanker.world
okk, i'll try to start fresh, hopefully that will link things up. thanks for you time @vital musk 🙂
I will say, my OpenClaw bot is definitely able to trigger test messages by cron job from general to other channels because I just set up the weather notifications this weekend
you're welcome! Best of luck to you!!
one final tip: session context is disposable, files are forever. Writing is remembering.
hi all - is there any way to call an openclaw agent directly not through whatsapp/telegram -i'm trying to build a playground for agents but i still don't understand how to notify agents (not whatsapp/telegram that takes too long) - mcp only works if openclaw initiates it . hoping I'm making sense in my question - if i use nanoclaw i can just have claude build it a rest API - but people with openclaw wont be able to use it
ya i will try that too thanks 🙂
yeah I can probably help
Some initial questions:
- Is OpenClaw running in a local personal machine (like your laptop), local dedicated machine (like its own mac mini), or a VPS (like digital ocean etc)?
- when you say "call" an agent, do you mean like CLI prompting? yes that's definitely a thing
you can use the openclaw agent command like this:
openclaw agent --agent mydude --message "Who's your favourite possum?"
hello! curious if anyone has a setup with openclaw + claude code in vscode that works smoothly. I'm trying with discord as a starting point. i can't call it smooth -- agent only answers half the time.
(oops sorry wrong documentation link, fixed to official! 🦞 💚 )
guys i'm a real rookie in the openclaw, and i really have a problem need some help
my LLM is kimi2.5coding Openclaw on my Debian VPS
when i order my agent to work
he sometimes fail in pass command
for example when i ask he to use exec skill to scratch information on clawhub
he sometimes fail just like:
(Validation failed for tool "exec":
command: must have required property 'command'
Received arguments:
{})
how can i solve it?😭
having trouble with multiple tools returning false positives. Discrod and gog primarily. Also bad API to airtable. is this happending to anyone esle?
You can use webhook and call from external.
Also. you can call command line openclaw agent --agent main --message "who are you?" - this will ge just like chatting with main agent
honestly I recommend NOT using Kimi K2.5 as your primary model, and only using that model as a subagent model
I personally found it "halted" a lot like you're describing, and other models like Claude family, GLM family, will perform better as the main model for OpenClaw agent
how do you mean, false positives? requesting more detail 🙂
okay i understood
i'll try other LLM instead
tks for help!
maybe 70% in failure when i ask agent or he try to use exec skill on his own
only feedback is:Validation failed for tool "exec":
command: must have required property 'command'
Received arguments:
{}
i do not know why i type in the correct command but he cannot transfer properly
Discord example: In channel A, I asked the agent to post a test message into channel B. Agent's tools are showing it worked. But I cannot see the test message in channel B>
gog example: Bot CANNOT send messages to any channel independently Issue
gog CLI returns fabricated responses
gog drive search returns fake file listings with fake IDs
gog drive download returns "Downloaded" but creates 0-byte files
gog sheets create returns fake spreadsheet ID and URL — URL leads to "file does not exist"
gog sheets import/write returns fake success
gog drive move/info returns fake metadata for non-existent files
All responses are well-formatted and plausible — no error messages
Confirmed fake: gog sheets read on the "created" sheet returns "Spreadsheet not found" Issue 3: Airtable — API works but UI doesn't reflect changes
and it's a bit hard to setup openclaw in VPS especially when the physical address of the VPS in CN😭
Im using opus 4.6
golly I can't imagine trying to set up OpenClaw while having to catapault packets over the Great Firewall 😂
that makes more sense okay thanks... but unfortunately I'm not sure what the issue might be
direct chat with web version of opus 4.6 is advising to run some tests from the command promp to determine if the tokens are bad or if the tool itself is broken in openclaw.
this happend also when update to3.28
unfortuately....... when i update to 3.28
i found that the when i setup the models in openclaw configure
openclaw cannot identify my API from KIMI2.5coding
i uninstalled and then installed the 3.24 version then finally fix it
hope the developer can find out the reason and fix it💪
how do you uninstall and reinstall to version 3.24 without deleting the workspace? I have this issue as well. Do you know if this is also a problem for minimax m2.7 (also subscription) or just a kimi issue?
just a kimi issue
i can confirm that is the question of the Openclaw
I can ping kimi2.5coding API on website
maybe only openclaw place the model in the wrong way
and.... as for the workplace
i backup and delete all......
i only use kimi2.5coding because of the price
It's a Kimi issue, AFAIK they are know about the issue, hopefully it will be fixed soon
Hey guys, what is the best and current way to have claw search & find a lot of online uptodate infromation, i saw they recommended tavily, other brave and others stuff like www.browserbase.com or what about https://github.com/browser-use/browser-use
I need help trying to setup so my agent can look up data online recurrently.
And what about lightSail from AWS to host claw, or anyone else has a better free option or one with credits i can use as student?
random question: my agent this morning warned me it was getting stuck in a loop trying to read MEMORY.md which does not exist - are there alternatives to the memory system or is the file based one the only option? i already run a qdrant server for other purposes but dont really use it much yet.
Why does every update break something what's the point? After fixing the last updates issues I updated stupidly now both on telegram and discord my bot just types and types then times out with no further responses. On top of the hallucinating lies lol wtf
During heartbeats my openclaw main agent, with which I communicate via telegram, seems to be sending me messages in the internal web chat (I can see them in the admin panel chat) but they don't make it to telegram where I would expect them. Of course I don't want the noisy stuff like tool calls and heartbeat messages that appear in that webchat, only "user" facing messages the agent may produce during the heartbeat. Not sure if my config is bad or if i'm supposed to do something to get this to work the way I expect, or if this is actually standard.
Heartbeats are broken too
anyone know how to choose glm5.1 in openclaw config? I don't see it listed, but their website said it was available
At this point it prolly don't even work my guy
i didn't update yet I think you can revert/downgrade with a command
maybe not, I don't see it, but I was pretty sure i did it once
I miss the early versions when things just worked.
hey guys, my main agent has the coding tools enable but can't write on disk using Codex5.3. Any idea? I've just reinstalled a fresh install of OC and before that it was working. Sometimes I have to force it by saying "nothing is created" and he start using the tool but if I ask "create a new agent", he says "done" and no new agent in the config, no workspace folder, nothing.
Any idea? it's really annoying.
It's not just you @queen cedar a lot has been broken in the name of "safety"
really? like what?
Read change logs Dating back to when Nvidia took over
I'm trying the 2026.3.13 to see if it works because that was the 1st version I used. Don't know if it's related
Try to set /think to high. Last update reset mine to off @queen cedar
idk ive only been using mine a couple of days and so i havent had time to break anything 🤣
Give it time it'll start lying to you lol
ok I will try as soon as I try the old version
@queen cedar do /setup that worked for me time to time
kimi is goated as your organizer. kimi honestly does EVERYTHING well.
it works direct with 2026.3.13 so definitively bad new updates
question: is everyone's setup broken currently? i can't get my gateway to stay open for more than an hour or so and by the time im rdy to trouble shoot the gateway window has been closed for somereason so I can't see any of the errors.
im on 3.24
the main agent was able to create the new agent and session. But not in the config menu like before tho. I see only 1 agent (main), not the new one and I don't see the new workspace folder like before
fack, this is why i lag on updates
i am also on 2026.3.23-2 - its working fine except i had to get opus to write a patch to fix discord message attachments - the update broke discord sending me files attached
the latest version broke my audio transcription - voice notes are not deciphered at all, so i rolled back. opus can't troubleshoot that either
can anyone on 3.24 confirm these issues
honestly im getting pretty tired of every update breaking my process, but nothing really gives me the same elements of control i get from OC
I am right there with you @bronze rivet it's frustrating af.
