# LuckyOne7777/LLM-Trading-Lab

This repo powers my experiment where ChatGPT manages a real-money micro-cap stock portfolio.

Repository: https://github.com/LuckyOne7777/LLM-Trading-Lab
Canonical: https://ross.abutalabs.com/products/llm-trading-lab
Language: Python
License Family: other
Last push: 2026-06-24T16:34:59+00:00

## Health v2 (maintenance only)
Score: 58/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 89, release rhythm 35, longevity 30
- inputs: {"age_days": 420, "days_push": 70, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases, no_license
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 7498, forks 1559 (observed 2026-08-28T04:10:00.338165+00:00)

## What it is
A repository documenting a live 6-month experiment where ChatGPT managed a real-money micro-cap stock portfolio, including trade logs, daily updates, research artifacts, and an evaluation paper. It has evolved into a baseline framework and dataset for studying LLMs as portfolio decision-makers.

## Use cases
- study how ChatGPT performs as a stock portfolio manager
- find out if an LLM can generate alpha trading micro-cap stocks
- get historical trade logs and equity data from an AI trading experiment
- run my own AI-managed trading experiment
- research LLM investor behavior and decision-making
- benchmark LLMs as financial decision-makers

## When to choose
- you want real, audited data on LLM-driven trading performance
- you're researching LLM behavior in financial decision-making
- you need a starting point for designing your own AI trading experiment

## When to avoid
- you need production trading software or a broker integration
- you want a guaranteed profitable trading strategy
- you need a maintained library with a license for commercial use

## Facets
- artifact type: dataset
- maturity: active
- function: trading, data-science, analytics, data-visualization, llm-inference
- domain: artificial-intelligence, large-language-models, fintech, data-science, analytics
- platform: python, cli
- tags: llm-trading-experiment, portfolio-management, chatgpt, micro-cap-stocks, real-money-trading, research-dataset, ai-decision-making, financial-experiment

## Member repositories
- LuckyOne7777/LLM-Trading-Lab (main) score 58

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:10:00.338165+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-29T17:37:33.187617+00:00, confidence not recorded.
  - readme: https://github.com/LuckyOne7777/LLM-Trading-Lab (fetched 2026-08-28T04:10:00.338165+00:00, sha 57b1b62d36ee)
- Data as of 2026-08-30T08:39:29.467469+00:00.