# 24mlight/A_Share_investment_Agent

Repository: https://github.com/24mlight/A_Share_investment_Agent
Canonical: https://ross.abutalabs.com/products/a_share_investment_agent
Language: Python
License: NOASSERTION
License Family: other
Last push: 2026-05-26T14:40:51+00:00

## Health v2 (maintenance only)
Score: 59/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 84, release rhythm 35, longevity 43
- inputs: {"age_days": 603, "days_push": 99, "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 2474, forks 620 (observed 2026-08-28T04:06:54.915973+00:00)

## What it is
A Python-based multi-agent AI investment analysis system for China's A-share market that uses LLMs (Gemini/OpenAI-compatible) with bull/bear researchers and a debate room mechanism to produce market analysis. It is a proof-of-concept for educational and research purposes, not actual trading advice.

## Use cases
- analyze chinese a-share stocks with ai agents
- multi-agent llm stock market analysis
- simulate bull vs bear investment debate
- fetch and cache akshare market data
- research ai-driven investment decision support
- learn how llm agents can be applied to trading research

## When to choose
- you want to experiment with multi-agent LLM workflows on Chinese stock market data
- you need an educational framework combining AkShare data with LLM analysis
- you want a modular agent architecture with debate-based decision making

## When to avoid
- you need real, actionable trading or investment advice
- you require a production-grade backtesting or live trading system
- you trade markets other than China A-shares

## Facets
- artifact type: application
- maturity: active
- function: agent-framework, llm-inference, data-science, caching, web-scraping, trading
- domain: artificial-intelligence, large-language-models, fintech, data-science
- platform: python, cli, cross-platform
- tags: a-share, stock-analysis, multi-agent, investment-research, akshare, debate-room, china-stock-market, educational, ai-agents

## Member repositories
- 24mlight/A_Share_investment_Agent (main) score 59

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:06:54.915973+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 2026-08-30T02:28:23.814716+00:00, confidence not recorded.
  - readme: https://github.com/24mlight/A_Share_investment_Agent (fetched 2026-08-28T04:06:54.915973+00:00, sha 3624a59adcc5)
- Data as of 2026-08-30T08:39:29.467469+00:00.