OpenBMB / OpenBMB/ChatDev

GNAP: git-native task board for ChatDev 2.0's zero-code multi-agent orchestration

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Python
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Description

Proposal: GNAP as a coordination protocol for ChatDev's evolving agent topologies

ChatDev 2.0 (DevAll) is a compelling evolution — from a linear software company simulation to a zero-code multi-agent orchestration platform. Your MacNet work on directed acyclic graph topologies for 1000+ agents is especially interesting. As orchestration scales, the coordination layer becomes critical.

GNAP (Git-Native Agent Protocol) proposes git itself as the coordination substrate: board/todo/board/doing/board/done/. Tasks are files, transitions are commits. No message broker needed — any agent can participate via git.

Applied to ChatDev's zero-code agent system:

When a user configures a ChatDev 2.0 workflow (say, data visualization pipeline with a planner agent, coder agent, and renderer agent), GNAP could serve as the durable task handoff layer:

board/todo/viz-plan-dataset-47.md      ← Planner agent writes spec
board/doing/viz-plan-dataset-47.md     ← Coder agent claims
board/done/viz-plan-dataset-47.md      ← Code artifact committed

board/todo/render-output-dataset-47.md ← Renderer agent picks up

This is particularly compelling given ChatDev's MacNet research on DAG topologies — GNAP's git history naturally records the execution DAG of agent interactions, which could feed back into your orchestration RL work.

Also relevant to your NeurIPS 2025 paper on evolving orchestration — GNAP's audit trail would make it possible to study which agent sequences actually got committed vs planned.

Spec: https://github.com/farol-team/gnap

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First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by reading the linked GNAP specification and the ChatDev 2.0 and MacNet material mentioned in the proposal. The issue names no ChatDev files, entry points, tests, or acceptance criteria, so the integration scope and definition of done would need to be established before implementation.

Written by the indexing model from the issue text.

Assessment

Tech stack
git, python
Domain
ai, distributed-systems
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Quiet
Clarity
Needs clarification
Newbie friendliness
25/100

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