goalflow — Graph-Orchestrated Agent Loop

goalflow gives you two ways to build LLM applications on LangGraph and lets you combine them: visual-first (design in Dify, transpile the exported DSL into a LangGraph Python file you own) and code-first (ReAct/Deep agent loops via the vendored agent_kit). A graph node can host an agent loop, and an agent can call sub-workflows as tools.

Two things shape almost every answer about this project:

1. It is extracted from an internal production system. The generalizable core is real; the defaults are opinionated (Qwen/DashScope, Alibaba OSS).
2. Its own docs open with a CAUTION: live credentials remain in git history. That is a blocker before any public push, not a footnote.

When to use this skill