# simonlin1212/TradingAgents-astock

> A fork of TradingAgents tailored for China's A-share market: 7 AI analysts (including policy, hot money and lockup watchers) run bull/bear debates, risk assessment and produce investment conclusions on A-share data.

- Magnitude: 2.0 out of 10 — Steady
- Stars: 3,541 total · +3 stars on 2026-09-24 (UTC), ≈ 9 by evening
- Star trust: star growth looks organic
- Category: Finance & crypto · Language: Python · License: Apache-2.0 · Created: 2026-05-13 · Last push: 2026-09-21
- GitHub: https://github.com/simonlin1212/TradingAgents-astock · Homepage: https://arxiv.org/pdf/2412.20138 · Page: https://gitnova.dev/en/r/simonlin1212/TradingAgents-astock

## Useful for

- Run multi-agent research on a specific A-share with policy and capital-flow context.
- Assess position risk considering T+1, price limits and share lockup events.
- Launch the Streamlit Web UI for visual stock analysis.

## Why it’s here

- 3 stars so far today, about 9 expected by the end of the day.
- About 8 forks a day — people are taking the code.

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 902
- Issues and pull requests: 113
- Watchers: 16
- Average over the last week: 26 per day
- Usual pace: 15 per day
- Latest release: v0.5.20 (2026-09-21)

## Stars per day, last 30 days (oldest → newest, today is partial)

2026-09-30 … 2026-10-29: None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None

## Magnitude by day, last 12 days

09-13 1.9, 09-14 2.0, 09-15 1.9, 09-16 2.0, 09-17 1.9, 09-18 1.7, 09-19 1.4, 09-20 1.3, 09-21 1.6, 09-22 3.8, 09-23 4.1, 09-24 2.1

---

Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-09-24 10:53 UTC, updated every 30 minutes.