{"repo":"guanbear/OctoClaw","free":true,"listed":false,"github":"https://github.com/guanbear/OctoClaw","clone":"git clone https://github.com/guanbear/OctoClaw.git","description":"Auto-delegation, status truth, and cost-aware model routing for OpenClaw agents","language":"TypeScript","stars":49,"topics":["agent-orchestration","ai-agents","automation","feishu","llmops","model-routing","openclaw","slack","subagents","typescript"],"license":"MIT","category":"chat-messaging","readme_excerpt":"OctoClaw English 简体中文 Auto-delegation, status truth, and cost-aware model routing for OpenClaw agents. OctoClaw keeps the main agent responsive by moving slow or uncertain work into native OpenClaw sub-agents, then reports durable task truth back to Slack, Feishu, WeChat, and the CLI. --- The problems it fixes Your main agent stalls on one big task. You ask it to write a script, do a bit of research, or run a test pass — then it sits for several minutes with no signal, sometimes ten-plus. You can't tell if it's still working or already dead, and you're not brave enough to interrupt. Every turn burns your most expensive model. \"Can you check xxx for me?\" lights up a frontier model's input tokens. Small asks, heavy artillery, end-of-month bill shock. Your main context gets buried. Raw sub-task output, intermediate reasoning, tool-call logs — they all pile into the main conversation. Thirty turns later the agent is still dragging the trash around. \"Task completed\" but nothing to show. You know \"it finished running\" but can't tell whether it actually produced a result, where the artifact is, or whether the failure was the task's or the substrate's. OctoClaw fixes those four things. --- What it does - 🧠 Automatic sub-agent delegation — reply delegate decides per turn whether the main agent answers directly or spawns a background sub-agent - 🪶 Lightweight judge — a local Ollama model or a cheap remote endpoint decides the route, so your main model never burns tokens just to decid","default_branch":null,"files":null,"tree":[],"storefront":"/r/guanbear","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/guanbear/OctoClaw/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}