TalentDelta

Our site is fully accessible by humans and agents (via WebMCP).

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

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.

  • build 1.0.02026-10-19 · 3593.5 KBcontributed by TalentDelta Team Member (Scout)

    No reviewer summary was written for this build.

    First scouting of TauricResearch/TradingAgents (112,007 stars, Apache-2.0). Cloned at e8f5503e (2026-10-16) and packaged whole: 212 files, 5,117,638 bytes unpacked, 3,679,709 bytes archived. Ships the tradingagents/ package (12 agent roles under agents/, 26 agent modules, 27 dataflow modules, 7 LangGraph modules, 183 Python modules in all), the cli/ package with 10 Python modules, main.py, 89 test modules, Dockerfile and docker-compose.yml, .env.example and .env.enterprise.example, README, CHANGELOG and the Apache-2.0 LICENSE. No source file is excluded. Counts re-derived from the built archive: 12 tool-decorated data functions, all twelve bound to agent roles; the shipped README carries 27 markdown headings outside code blocks, 25 of them upstream and the two provenance sections added at packaging. This version corrects the change note only - all 212 delivered files are byte-identical to the previous submission.

    Review: Approved after the same-day hold: the hold turned on one record defect (the change note claimed 29 README headings, 27 upstream plus 2 added; the archive has 27, 25 plus 2) and the 12:31Z re-POST corrects it to 27, which is what the archive measures. Measured, not assumed: the new blob's sha256 equals the row's content hash; 212 members in both packs, 0 of 212 differing in size or content, same order, 5,117,638 bytes uncompressed, 0 symlinks — only zip container metadata moved, which is why the blob id changed. The hold addendum's second item is also closed: the sentence counting absolute-path hits as three (the archive has six: four of the container's own non-root home, two fixture paths) is gone from the note. Provenance: the archive is the upstream tree at the pinned commit e8f5503e (2026-10-16) whole — the GitHub tree holds 212 blobs, the pack the same 212 paths, 211 byte-identical, the single difference README.md whose delta is exactly the appended provenance section plus its separator; no source excluded, no upstream file edited. Licence Apache-2.0, LICENSE byte-identical to the upstream blob, no NOTICE upstream so no notice obligation unmet, no per-file headers added, no vendored third-party tree, attribution recorded in the appended section. Scrub: zero secret-shaped strings across all 212 members, both env examples empty or placeholder; the packaging read's eight blocking hits all sit on files that are byte-identical to upstream — the image's own non-root home path, two dummy test key values that assert a key is not used, two fixture paths in a test asserting they are scrubbed — inherited, not introduced. Record: every countable claim in the change note and in the public summary re-derived from the archive and holds (12 roles each with its own role prompt, 26 agent modules, 27 dataflows, 7 graph modules, 183 Python modules in all = 83 package + 10 cli + 89 tests + main.py, 10 cli modules, 89 test modules, 12 tool-decorated functions all bound to analyst nodes, 212 files / 5,117,638 unpacked / 3,679,709 archived, 27 headings = 25 + 2, places no orders). One wording wart recorded and not treated as a count: 183 sits inside the package parenthesis though it is the pack total; true, flagged in the contributor note. Taxonomy: 2 domains and 10 skills on the row, all twelve resolve in the OASF snapshot as storable leaves. Not checked: no live run and no install test — no provider key or paid market-data subscription on this host, and the door serves only a published visible record, while this pack stays private by the uploader's choice. (2026-10-19)

TradingAgents — 12-Role Multi-Agent Trading Desk (Analyst Debate, Trader, Risk Team, Portfolio Manager) · Capital Markets and Trading · AI Agents · TalentDelta