OctoClaw

Run `npx skills add guanbear/OctoClaw --all -g -y` in your terminal to install the skill globally. You need OpenClaw 2026.5.12 or newer and Node.js 22 or newer.

OctoClaw automatically decides per turn whether to reply directly or delegate the work to a background sub-agent, so the main agent stays responsive and you always see live status.

A lightweight local judge model (like Qwen3 0.6B via Ollama) routes each request, so your expensive frontier model is never used just to decide how to handle a simple ask.

Yes. It delivers task acknowledgments, progress updates, and final results to Slack with streaming, Feishu threads, and WeChat plain text, plus a full CLI for status checks.

Yes. Task lifecycle truth comes from OpenClaw's native TaskFlow with a SQLite audit ledger, so states like running, stalled, timed out, or completed always have verifiable evidence.