Past 7 days · General task assistants

OpenClaw

Delegate tasks, research and deliverables

Experience score50.7/10049 comments
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What people think

Across 49 comments in the past 7 days, experiences are mixed. Criticism concentrates on reliability (9 of 19 negative excerpts). One user had a smooth OpenClaw upgrade with all cron jobs carried over. One user spent two days trying to upgrade from 9.4 to 9.6, hitting their limits a couple of times and finding it tiresome.

Daily experience trend

40506047.409-2509-2709-2809-3010-01By comment date · UTC · at least 5 comments per day

User feedback

23 review excerpts

NegativeWorkflow & integrations

Spent two days trying to get from 9.4 to 9.6 hitting my limits a couple of times. It's getting tiresome

NegativeEditing & control

It’s supported but carrying over my previous whitelist - I had to allow the gpt6 models allowlist in the openclaw. json modelPolicy.allow

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Comment being replied to ↗

6.1-sol isn’t supported yet?

NegativeEditing & control

Budget checks should reserve spend before dispatch, not inspect it hourly after parallel work has already consumed the allowance.

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Original post ↗

Made a loop my OpenClaw become as autonomous as possible while hourly checking subscription limits (for me it's OpenAI but you can adjust it to whatever you want). Main assigns projects to a Project Manager sub-agent. Main puts hourly cron job reminders to herself to check subscription use, below 20% pauses all projects and reminders, sets new reminder to resume when limit resets.

NegativeEditing & control

In our setup (OpenClaw 2026.9.5), text an agent writes before or between tool calls gets delivered as a message in heartbeat and isolated cron runs, not just the final answer. And NO_REPLY only suppresses delivery when the entire reply is exactly that one token. So "restate the request, decide whether to answer, NO_REPLY" goes out in full.

NegativeWorkflow & integrations

I’ve noticed that when you select Claude as the model in openclaw that the session runs Claude code and all the subagents run in Claude code. You can tell because Claude doesn’t get affected by the agent instructions and instead follows its Claude code rules.

NegativeEditing & control

And it’s a nosy bastard too finding lots of reasons to look through past session data.

NegativeResults & quality

I got tired of the roller coaster of bugs and just started on a new clean Ubuntu VM, pointed claude at my old repo backup of my OC and said "I want this feature, that feature, and this..." and it started building me from scratch whatever I needed.

NegativeReliability

No forgetting a day or week later suddenly due to bloat, it is just very efficient.

NegativeReliability

Its just I used OpenClaw early on when it constantly broke every day but I'm not expecting that from muse

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Post by the same author ↗

Muse is probably powered by OpenClaw but thats okay i suppose the best benefit of using muse will be access to the model and a big token allowance

NegativeWorkflow & integrations

The catch is metering: consumer plans meter with rolling time windows built for interactive use, and an agent that loops tool calls all day drains a fresh reset in under an hour.

NegativeEase of use

What I’ve learned is don’t rely on the GUI and use HTTP or CLI instead. Create a preflight skill to make sure the cluster is stable before running any missions on the local model. I haven’t had time to test it again but using the GUI is ambiguous at best. Loses track of topology and the CLI/HTTP are more authoritative than the GUI.

NegativeReliability

I'm curious about what makes ppl want to use this software when all I see are posts that an update broke everything they worked hard on...

NegativeReliability

I had real trouble with upgrades since June. Tried a few times and had to roll back every time.

NegativeReliability

I had to force my way through the update last night. My database is fairly large at 6 GB. For some reason, the update process makes three copies of the database to ram. I had to increase the ram on my VM to 24 GB and then increase the swap for the update to be able to take place. Very odd process, but I finally got there.

NegativeReliability

I have an openclaw-ops skill that will now by default check github issues before we do anything because sure enough most of the time something doesnt work, we hit a bug for which an issue already exists.

NegativeReliabilityWorkflow & integrations

I've had to build a heartbeat system into them but I love it way more than open claw.

NegativePrice & limits

So they turned one request into three, and assumed that models used to direct calls will magically understand this new way of doing things instead of floundering and wasting credits. Are they high? Do they think we're all made of money?

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Comment being replied to ↗

Openclaw now has “tool search” enabled by default. Agents now have to use the tool search tool, to find matches for the tools they want to use, then use tool describe to describe the tool and how to use it, and then they use the tool call tool to call a tool.

NegativeWorkflow & integrations

So they turned one request into three, and assumed that models used to direct calls will magically understand this new way of doing things instead of floundering and wasting credits.

Comment context
Comment being replied to ↗

Agents now have to use the tool search tool, to find matches for the tools they want to use, then use tool describe to describe the tool and how to use it, and then they use the tool call tool to call a tool.