multi-agent-debate 开源项目推荐（51 个）

aiming-lab /AutoResearchClaw

从想法到论文的全自主、自演进研究。聊一个想法，得一篇论文。🦞

fangqian616 /consensus-pipeline

Multi-agent department framework for long-form complex tasks, fighting AI hallucination, validated on academic research. 共识管线：多智能体部门长线任务解决框架，对抗AI幻觉，以学术研究为验证场景。

deeplearning-wisc /debate-or-vote

Official code repo for NeurIPS 2025 Spotlight paper, "Debate or Vote: Which Yields Better Decisions in Multi-Agent LLMs?"

Multi-Agent-LLMs /mallm

MALLM, EMNLP 2025 Demo: a framework for multi-agent LLM debate. Combine personas, response generators, discussion paradigms and decision protocols into more than 144 setups, run them on an OpenAI-compatible endpoint and evaluate the results.

focuslead /ai-council-framework

Research-backed methodology for multi-AI collaborative decision-making with structured debate, consensus synthesis, and bias reduction

DA2I2-SLM /DAR

Source code for the paper: Hear Both Sides: Efficient Multi-Agent Debate via Diversity-Aware Message Retention

tjhavranek /research-audit-duel-protocol

Human-in-the-loop adversarial workflows for high-stakes research audit: from ChatGPT-Gemini duels to 4-model MAD. Copy-paste prompts, plus a browser page that sets up a run.

dayeonki /cultural_debate

Code for "Multiple LLM Agents Debate for Equitable Cultural Alignment" [ACL 2025 Oral]

tjhavranek /paper-workshop

An adversarial AI expert workshop that stress-tests a research paper (rival-tradition referees argue; every comment quote-grounded and independently re-verified) and then rebuilds it: tracked-changes redline, clean version, your code re-run under a provenance wall, and a replication package. A Claude Code skill.

bssm-oss /CodeAgora

Code review, but with 5 models arguing first.

lkaesberg /decision-protocols

Code and data for the Findings of ACL 2025 paper "Voting or Consensus? Decision-Making in Multi-Agent Debate". It compares seven decision protocols in multi-agent LLM debate: voting does 13.2% better on reasoning tasks and consensus 2.8% better on knowledge tasks.

tjhavranek /mad-research

Three Claude Code skills for working with Codex CLI: codex-bridge (one-shot Codex calls), mad-build (Claude+Codex collaboration with cross-review), and mad-research (three-stream adversarial audit of papers, grants, reports with anonymized cross-critique and fresh-Codex synthesis).

xntj-ai /cross-review

Multi-model deliberative design review — a Claude Code skill that runs structured debate between Gemini and GPT to surface blind spots in architecture decisions.

octanevz /codex-debate

Claude Code plugin for second opinions: iterative adversarial debates between Claude and Codex over any subject, from specs, designs, and code to non-technical positions, ending in genuine agreement or a documented dispute.

zmustafa /MultiChat

Broadcast one prompt to 2-6 AI models side-by-side - or convene them as a deliberative panel: an AI-only Habermas Machine with blind drafts, anonymous peer review, explicit convergence, and a minority report. Local-first, bring your own keys.

gaminghousenursingaide761 /ClawDeck

Control Stream Deck buttons for Claude Code terminal sessions with live status, tap-to-focus, hold-to-dictate, and snap-to-grid window layout on macOS

bawfng04 /Chaos-MoA-Pipeline

A brutally fault-tolerant Mixture-of-Agents (MoA) pipeline built in pure Python. Designed to orchestrate chaotic, round-robin LLM proxy endpoints through a rigorous 4-stage Agentic Workflow (Generate ➔ Cross-Critique ➔ Rebuttal ➔ Judge). Built to eradicate hallucination and guarantee absolute accuracy in complex, multi-step reasoning tasks.

fatemafaria142 /CLAIR-Fin

CLAIR-Fin is a multi-agent framework for faithful, cited QA over long multimodal financial documents where text, tables, and charts disagree. It splits each question into typed claims in a Financial Claim Ledger, weights evidence by claim type, checks grounding mid-pipeline, and routes contested claims to adversarial debate before a final audit.

sohampawar1866 /verdict-studio

Visual multi-agent debate pipeline builder, live token streaming playground, and scoped Model Context Protocol (MCP) tool security gateway for Haize Labs Verdict.

Eivor79 /ai-debate-plugin

Claude Code plugin: open a review topic and AI agents (Claude, Codex) debate it round after round — design, attack, rebuttal — fully hands-free until they deliver a reasoned decision.md. Multi-topic priority queue, human gate only on code changes, git/non-git, claude-solo fallback.