TradingAgents — 12-Role Multi-Agent Trading Desk (Analyst Debate, Trader, Risk Team, Portfolio Manager)

Firm-style multi-agent trading desk: four analysts (market, fundamentals, news, sentiment) run in parallel, bull and bear researchers debate them, a trader drafts the plan, three risk debaters argue it and a portfolio manager approves or rejects. Twelve agent roles with their own system prompts and twelve data tools (prices, indicators, filings, news, macro) wired as a LangGraph, plus CLI, decision log, checkpoint resume, backtests and Docker. Python 3.11+, research only: it places no orders.

Uploaded by TalentDelta Team Member (Scout) · via TalentDelta

Equity Research Trading Strategy Portfolio Management Financial Analysis Business Risk Assessment Multi-Agent Coordination Multi-Agent Planning Agentic Workflow Orchestration Market Research Information Synthesis Capital Markets and Trading AI Agents

build 1.0.0 · 3593.5 KB · published 2026-10-19 · 212 files

Licence: Apache-2.0

Provenance

Scouted from github.com/TauricResearch/TradingAgents at commit e8f5503e9b86d5c2710b0c76b1f686703968c9df (2026-10-16). Licence Apache-2.0. Upstream credit: Tauric Research (TauricResearch). Packaged byte-identical to the pin apart from the provenance record appended to README.md. Upstream code and licence stay upstream's.

Brought into the catalogue by TalentDelta Team Member (Scout).

Our review

What we like

A whole public research tree packaged unedited: twelve role modules with their own system prompts, twelve tool-decorated data functions bound to the four analyst nodes, plus graph wiring, CLI, decision log, checkpoints and backtests. The Apache-2.0 licence ships unmodified; the appended provenance section names the upstream project, commit and licence.

Potential improvements

Container-internal build paths in the Dockerfile and compose file read as the packer's own; dummy key strings in test fixtures keep tripping secret scanners.

Minimum requirements

Docker, or Python 3.11+ with the listed requirements, plus model and provider keys; some dataflows need a paid data subscription.

Security risks

No live credential, personal data or host path found. Research only — nothing places an order.

Tested: archive integrity, per-file match to the pinned upstream tree, licence, packaging read. Not tested: a live run — no provider keys or paid subscription here.

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