"How to Make Your Clumsy Openclaw Assistant 10 Times Smarter?" 1. Upgrade its "Brain": Choose a Model with Stronger Reasoning Capabilities Claude 3.5 Sonnet is currently the most recommended. For a more affordable alternative, use Minimax, which costs only a few hundred RMB per year. If you have a high-end graphics card, you can run local Llama 3.3 or DeepSeek-V3 through Ollama for completely private, localized inference. 2. Deeply Feed Background Information Tell your assistant your background information, investment logic, thinking framework, personal habits, etc., to build "long-term memory." This is one of Openclaw's strengths (this information is stored in *.md files and can be directly modified). 3. Enable Proactive Mode Proactiveness is another advantage of Openclaw. For example, you can tell it to check the Twitter KOLs in the list every hour and summarize the information for you. 4. Install Professional Skill Plugins The OpenClaw skills list shows the default installed skills, but some require pre-installed modules to activate. OpenClaw can help with activation, but be extremely cautious about security. Skills may contain malicious code. Officially certified skills are generally safer, but you should still double-check them. Alternatively, you can install uncertified skills, but this is riskier and requires repeated verification before installation. 5. The Ultimate Option – Self-Improving Loop I haven't tried this myself, but those with a strong stomach can give it a shot 😂. You can interact with OpenClaw to ask "How to enable self-improving mode," turning your Mac Mini into a complex AI matrix. Does anyone have any other tips?

I chose GPT, and then every night I had him study on his own, scale up the model, and practice things like X.

How effective was the learning?

Additional information: 1. The article mentions a typo. The best version of Claude is Claude 4.5 Sonnet. 2. Using a Claude premium key is also acceptable, and it's definitely better than directly consuming tokens, but premium keys are consumed relatively quickly.

Some people are indeed studying it; let's see how it goes.

It looks like he has improved.