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NiuYao Stock Picker
by
Martin Yan
· GitHub ↗
· v1.0.0
· MIT-0
83
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1
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0
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1
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Install in OpenClaw
/install niu-yao-stock-picker
Description
A股超短线"牛妖股"量化评分体系。基于题材强度、股性、开盘涨幅、换手率、市场情绪和连板高度六维评分，从近3日涨停池中筛选最具接力价值的龙头候选。当用户需要：(1) 筛选A股短线强势股/妖股 (2) 分析涨停池接力价值 (3) 构建超短线选股评分模型 (4) 每日收盘后自动跑分推送 (5) 讨论题材强度与股性评分时...
README (SKILL.md)
牛妖股评分体系 V1.0
核心定位
游牧型超短线选股工具：只做主线、只做最强、1-2天T+1套利。从近3日涨停池中六维评分，选出次日最具接力价值的龙头候选。
用法
单次评分
cd /root/.openclaw/workspace && python3 skills/niu-yao-stock-picker/scripts/niu_yao_v1.py --date YYYYMMDD
--date可选，默认今天。无数据时自动回退到最近交易日- 输出保存至
reports/niu_yao_v1_YYYYMMDD.md
自动任务（每日15:05推送）
# 已由系统配置，每天工作日15:05自动运行并推送Top20榜单
评分体系（总分100）
| 指标 | 权重 | 前瞻性 | 说明 |
|---|---|---|---|
| 题材强度 | 25分 | ⭐⭐⭐⭐⭐ 盘前可知 | 排名基础分+占比加成，封顶25 |
| 股性 | 20分 | ⭐⭐⭐⭐⭐ 盘前可知 | 近10日涨停次数 |
| 开盘涨幅 | 15分 | ⭐⭐⭐⭐ 竞价可知 | 竞价开板幅度 |
| 换手率 | 15分 | ⭐⭐⭐ 当天可知 | 实际换手率 |
| 市场情绪 | 15分 | ⭐⭐⭐ 当天可知 | 全市场涨停数 |
| 连板高度 | 10分 | ⭐⭐ 辅助验证 | 当前连板数 |
题材强度评分细则（方案C）
排名基础分：
- Top1: 20分 | Top2: 18分 | Top3: 15分 | Top4-5: 10分 | Top6-10: 5分 | 其他: 0分
占比加成：
-
10%: +5分 | 5-10%: +2分 | \x3C5%: +0分
封顶25分
股性评分细则
- ≥5次涨停/10日: 20分 | 3次: 15分 | 2次: 10分 | 1次: 5分 | 0次: 0分
开盘涨幅评分细则
- 一字开: 15分 | ≥5%: 10分 | ≥2%: 5分 | \x3C2%: 0分
换手率评分细则
- ≥25%: 15分 | ≥15%: 10分 | ≥5%: 5分 | \x3C5%: 0分
市场情绪评分细则
- ≥120只涨停: 15分 | ≥80只: 10分 | ≥50只: 5分 | \x3C50只: 0分
连板高度评分细则
- ≥5板: 10分 | 3板: 8分 | 2板: 6分 | 首板: 2分
硬门槛过滤
通过以下条件的票进入评分：
- 非ST/退市风险
- 非一字独食板（换手率>0.5%）
- 成交额>5000万
- 流通市值\x3C200亿（小票优先）
等级划分
| 等级 | 分数 | 操作建议 |
|---|---|---|
| S级 | ≥85 | 次日重点关注，竞价超预期直接上 |
| A级 | 70-84 | 强候选，结合盘面决策 |
| B级 | 55-69 | 观察，需其他信号确认 |
| C级 | 40-54 | 谨慎，仅作参考 |
| D级 | \x3C40 | 排除 |
输出格式
Top20榜单Markdown表格，含：
- 排名、股票名、代码、等级、总分
- 六维分项得分
- 题材排名与占比
- 今日是否涨停标记（🔴/⚪）
版本说明
V1.0（当前）: 前瞻型权重体系，题材+股性占45分，盘前可知。数据驱动，拒绝主观。
数据驱动短线决策
Usage Guidance
Use this as an informational stock-screening/reporting tool, not as guaranteed investment advice. If installing it, install the Python dependencies carefully and verify whether any daily scheduled push is actually configured and where reports will be delivered.
Capability Analysis
Type: OpenClaw Skill
Name: niu-yao-stock-picker
Version: 1.0.0
The skill bundle is a legitimate stock analysis tool for the A-share market. The core logic in `scripts/niu_yao_v1.py` uses the standard `akshare` library to fetch public financial data and implements a multi-dimensional scoring system as described in `SKILL.md`. The script's behavior, including file I/O for report generation and network access for data retrieval, is entirely consistent with its stated purpose and shows no signs of malicious intent or security risks.
Capability Assessment
Purpose & Capability
The artifacts consistently describe a short-term stock scoring/reporting skill, and the visible code fetches public market data, scores candidates, and generates reports in line with that purpose.
Instruction Scope
The main script invocation is user-directed and purpose-aligned, but the documentation also mentions a daily automatic push, which users should verify before relying on or enabling.
Install Mechanism
There is no install spec, while the README asks users to install unpinned Python packages manually; this is common for data tools but should be done in a controlled environment.
Credentials
Network access to public market-data providers through AkShare and local Markdown report output are proportionate to the stated purpose; no credentials or private data access are declared.
Persistence & Privilege
SKILL.md references a daily scheduled push, but the supplied artifacts do not include a scheduler, background worker, credentials, or privileged persistence mechanism.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install niu-yao-stock-picker - After installation, invoke the skill by name or use
/niu-yao-stock-picker - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- 首发上线！全新A股超短线“牛妖股”量化评分体系
- 六大维度评分，聚焦1-2天接力套利，盘前即能预判
- 从近3日涨停池自动筛选，推送Top20龙头候选
- 严格门槛过滤，确保主线与活跃标的
- 每日收盘后自动评分、榜单推送，输出分项明细和操作建议
Metadata
Frequently Asked Questions
What is NiuYao Stock Picker?
A股超短线"牛妖股"量化评分体系。基于题材强度、股性、开盘涨幅、换手率、市场情绪和连板高度六维评分，从近3日涨停池中筛选最具接力价值的龙头候选。当用户需要：(1) 筛选A股短线强势股/妖股 (2) 分析涨停池接力价值 (3) 构建超短线选股评分模型 (4) 每日收盘后自动跑分推送 (5) 讨论题材强度与股性评分时... It is an AI Agent Skill for Claude Code / OpenClaw, with 83 downloads so far.
How do I install NiuYao Stock Picker?
Run "/install niu-yao-stock-picker" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is NiuYao Stock Picker free?
Yes, NiuYao Stock Picker is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does NiuYao Stock Picker support?
NiuYao Stock Picker is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created NiuYao Stock Picker?
It is built and maintained by Martin Yan (@martinyan623); the current version is v1.0.0.
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