LuckyOne7777/LLM-Trading-Lab resource
This repo powers my experiment where ChatGPT manages a real-money micro-cap stock portfolio. observed · 2026-08-28
Health v2 · maintenance only
58/100
- Activity 89
- Release rhythm 35
- Longevity 30
Flags: no_releases no_license
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 420
- days_rel: n/a
- days_push: 70
- n_releases_24m: 0
Adoption not part of the score
7498 stars · 1559 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
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
dataset · maturity active
trading data-science analytics data-visualization llm-inference artificial-intelligence large-language-models fintech data-science analytics python cli llm-trading-experiment portfolio-management chatgpt micro-cap-stocks real-money-trading research-dataset ai-decision-making financial-experiment
1 source
- readme: https://github.com/LuckyOne7777/LLM-Trading-Lab · fetched 2026-08-28 · 57b1b62d36ee
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| LuckyOne7777/LLM-Trading-Lab | main | 58 |
For agents
markdown · JSON · MCP: product_card(name="LuckyOne7777/LLM-Trading-Lab")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem