AI agent starters · Rank #16
TradingAgents-astock
Grade B: derived only from the two verdicts below. How grades work
A股多Agent投研框架 — 适配A股数据源(龙虎榜/游资/解禁等)，7位分析师基于A股规则的辩论决策，基于TradingAgents深度改造，适配大A。A-share multi-agent investment research framework — 7 AI analysts, bull/bear debate, risk assessment。
Why this verdict
How we check →- 95 commits by 10 contributors in the last 90 days (26 in the last 30). receipt ↗
- Latest release v0.5.21, 7 days ago. receipt ↗
- pandas 2 declared; latest is 3 (1 major behind). receipt ↗
- On current major: Streamlit. receipt ↗
Snapshot: commit e3981af on main, checked 2026-10-19 06:16 UTC. Receipts link to files at this exact commit.
Dependency freshness
| Package | Declared | Latest | Status |
|---|---|---|---|
| pandas pandas | 2.3.0 | 3.0.6 | 1 major behind |
| LangGraph langgraph | 1.0.0 | 1.2.16 | Current |
| Streamlit streamlit | 1.45.0 | 1.66.0 | Current |
Declared = lowest version the kit's dependency file (package.json, pyproject.toml or requirements.txt) allows. Latest = the npm "latest" tag or the newest PyPI release. TypeScript, the Stripe SDK, FastAPI and other 0.x packages are shown but not counted in the verdict.
What's in the stack
- Framework
- Streamlit
Detected from declared dependencies. A listed package means it's installed, not necessarily fully wired up.
What the README says you get
- AIMulti-agent debate framework
把 TradingAgents 的多 Agent 辩论架构真正落地到 A 股
- AIDual LLM design
双 LLM 设计
- DeploySQLite checkpoint resume
启用 SQLite 断点续跑
- UIStreamlit web interface
内置 Streamlit 可视化界面
- UIReal-time pipeline progress
12 阶段 pipeline 实时显示
Extracted from the kit's README by a local AI model (deepseek-flash) on Oct 12, 2026. Every item is checked against an exact README quote; 9 unverifiable items were discarded. A README claim is the maker's description, not something we tested.
Watch TradingAgents-astock
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History
Sep 29, 2026 → Oct 19, 2026. One square per check, colored by maintenance status. Hover for details.
Show as a table
| Date | Maintenance | Dependencies | Commits (90d) |
|---|---|---|---|
| Oct 19, 2026 | Active | 1 major behind | 95 |
| Oct 12, 2026 | Active | 1 major behind | 95 |
| Sep 29, 2026 | Active | 1 major behind | 86 |
Sources
Every claim on this page comes from these public records, checked . Open them to verify.
- Commit history ↗ default branch (main) at the checked commit: pulse, contributors, last commit
- Releases ↗ latest release
- pyproject.toml ↗ declared dependency versions and stack (at commit e3981af)
- requirements.txt ↗ declared dependency versions and stack (at commit e3981af)
- README ↗ quoted features at the checked commit
- PyPI ↗ latest versions of Python packages (each linked in the table above)
Maintainer? Add the badge
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