!construct_intro https://github.com/KumihoIO/constructos Stateless agents are easy to demo and hard to trust. Ask a model to summarize a document, call a tool, write a patch, or hand off a task, and t...
!OpenClawKumihoAIMemory The introductory post covered what the plugin does and why. This one covers how it works — feature by feature. AutoRecall and AutoCapture These are the two hooks that run silen...
Your AI assistant forgets everything the moment the conversation ends. Every session starts from zero. You repeat yourself. It asks the same questions. Context disappears. We built a fix. Introducing ...
What happens when you ask an AI about something you told it nine months ago — in completely different words? That's the challenge behind LoCoMoPlus, a new benchmark from Xi'an Jiaotong University (arX...