deerwork-ai
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vibe-astock
An A-share short-term trading review dashboard that automates daily market review by combining hard indicators (profitability, promotion rate, sentiment cycle, etc.) with AI-generated narrative, running entirely locally.
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35
7-day growth
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Forks
12
Open issues
0
License
Apache-2.0
Last updated
2026-07-30
AI repository intelligence
FR-AI / ANALYSISWhy it is worth attention
It provides a comprehensive, locally-run, open-source tool for A-share short-term traders, featuring hard-calculated derivative sentiment indicators (like median of previous day's limit-up stocks) and support for using a local CLI (e.g., Claude) as LLM backend without an API key, while keeping all stock recommendations out of scope.
Who it is for
- A-share short-term traders seeking automated daily review
- Quantitative researchers analyzing market sentiment patterns
- Developers who want to customize analysis prompts and integrate their own trading frameworks
Use cases
- Daily after-hours market review: generate structured sentiment and risk assessment
- Tracking sentiment cycles over multiple days with historical data caching
- Customizing analysis scope via replaceable prompt packs for different trading styles
Strengths
- Fully local operation: data sources mostly free (no API key needed except for Tonghuashun topic attribution)
- Hard indicator layer covers profitability, promotion rate, gap detection, sentiment timing – all computed without AI, instantly available
- Supports local CLI LLM (e.g., Claude) without API key, reducing cost and privacy risk
- Highly customizable: prompt packs allow users to replace analysis style, schema, and output format
Considerations
- Requires Python 3.10+ and npm build for frontend (not included in git)
- Full functionality (topic event tree) requires a Tonghuashun API key; without it, that section is disabled
- Only works for already-closed trading days; intraday data is not supported for review generation
README quick start
快速开始
Description
A 股短线复盘看板：涨停池·连板梯队·龙虎榜·板块资金一屏看完，赚钱效应/晋级率/梯队断层/情绪周期等派生指标纯计算直出（不经过 AI），AI 只把数据串成能读的盘面研判。全本地运行，可用 Claude/Codex 订阅免 API key。| A-share short-term daily-review dashboard: derived sentiment metrics computed locally, AI only writes the narrative. No API key needed.
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