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Aky Select
by
wangfromchu-ai
· GitHub ↗
· v2.0.0
· MIT-0
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Install in OpenClaw
/install aky-select
Description
A股选股器，9维度筛选符合AKY战法的中小盘强势股。涨幅2-5%、流通市值50-200亿、换手率4-10%、量比>1、量价齐升、均线多头排列、强于大盘、全天在均价线上方、近3日资金净流入。
README (SKILL.md)
AKY-select — A股选股器 v2.0
基于 akshare（免费，无需 Token）实现 A 股实时筛选。涵盖量、价、时、空、资金 9 个维度。
选股逻辑
| # | 条件 | 数值 | 逻辑 |
|---|---|---|---|
| ① | 涨幅 | +2% ~ +5% | 收盘涨幅适中，不追高也不买冷门 |
| ② | 流通市值 | 50~200亿 | 中小盘，弹性好 |
| ③ | 换手率 | 4%~10% | 交投活跃但不过热 |
| ④ | 量比 | >1 | 今日量超过近5日均量 |
| ⑤ | 量价齐升 | 收阳+放量 | 今收 > 昨收 且 今量 > 昨量 |
| ⑥ | 均线多头 | MA5>MA10>MA20 | 短期趋势向上，且股价 > MA5 |
| ⑦ | 强于大盘 | 个股 > 上证指数 | 相对强势 |
| ⑧ | 均价线上方 | 价格 > 全天均价 | 全天强势运行 |
| ⑨ | 3日资金净流入 | 主力净流入累计 > 0 | 主力资金持续买入 |
使用方法
一键运行
cd ~/.openclaw/workspace && python3 skills/aky-select/scripts/aky_select.py
定时任务
每天 15:05（收盘后5分钟）自动跑：
mkdir -p ~/.openclaw/workspace/skills/aky-select/logs
(crontab -l 2>/dev/null; echo "5 15 * * 1-5 cd ~/.openclaw/workspace && python3 skills/aky-select/scripts/aky_select.py >> skills/aky-select/logs/aky_\$(date +\%Y\%m\%d).log 2>&1") | crontab -
依赖
akshare≥ 1.18.50（已预装）pandas（已预装）numpy（已预装）
数据来源
| 数据 | 接口 | 源站 |
|---|---|---|
| 实时行情 | stock_zh_a_spot_em |
东方财富 |
| 历史日线 | stock_zh_a_hist |
东方财富 |
| 上证指数 | stock_zh_index_spot_em |
东方财富 |
| Tick（均价） | stock_zh_a_tick_tx_js |
腾讯 |
| 资金流向 | stock_individual_fund_flow |
东方财富 |
输出样例
代码 名称 价格 涨幅% 市值亿 换手% 量比 量价 MA 大盘 均价 资金
───────────────────────────────────────────────────────────────────────────────────────
600XXX XXXXX 12.34 +3.21 85.6 6.54 1.83 ✅ ✅ ✅ ⚪ ✅
注意事项
- 数据实时性：盘中跑是实时行情，盘后跑是最终数据
- 条件⑧：需要腾讯 tick 数据支持，不可用时标 ⚪
- 条件⑨：取最近3个交易日的主力净流入合计
- 运行时长：全A股 ~5850 只，含资金流向约 60-90 秒
- ⚠️ 非投资建议：仅为技术面筛选工具，请结合基本面判断
版本：2.0 | 作者：AKY | 数据：akshare (东方财富/新浪/腾讯)
Usage Guidance
This skill looks coherent for screening stocks, not for trading or account access. Be aware that it installs and imports AkShare, calls external public market-data providers, and can be configured to run daily via cron; only enable the scheduled task if you want that persistence.
Capability Analysis
Type: OpenClaw Skill
Name: aky-select
Version: 2.0.0
The AKY-select skill is a legitimate stock screening tool for the A-share market. It uses the 'akshare' library to fetch financial data from public sources (East Money, Tencent, Sina) and implements a 9-point technical analysis strategy as described in SKILL.md. The Python script (scripts/aky_select.py) performs data processing using pandas and numpy without any signs of malicious behavior, data exfiltration, or unauthorized system access.
Capability Assessment
Purpose & Capability
The stated purpose is a 9-factor A-share stock screener, and the visible script logic fetches market data with AkShare, filters candidates, and prints results.
Instruction Scope
SKILL.md documents user-run Python execution and an optional crontab command. These are explicit and purpose-aligned, but the cron command changes the user's scheduler.
Install Mechanism
The install spec uses uv to install the third-party package akshare. This is central to the skill and disclosed, though no lockfile or exact version pin is shown.
Credentials
No credentials, local configuration paths, account access, or trading authority are requested. The visible data flow is public market-data retrieval.
Persistence & Privilege
SKILL.md includes an optional weekday cron job that reruns the script and writes logs; users should add it only if they want scheduled operation.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install aky-select - After installation, invoke the skill by name or use
/aky-select - Provide required inputs per the skill's parameter spec and get structured output
Version History
v2.0.0
AKY-select 2.0.0 introduces a comprehensive, real-time stock screener for A-shares using akshare, featuring a new 9-dimension selection logic.
- 全面升级为基于 akshare 的 A 股实时选股工具，无需 Token。
- 增加 9 项精选维度：适中涨幅、中小盘、活跃换手、量价齐升、资金净流入等。
- 支持批量选股和一键命令行运行、定时任务设定。
- 输出支持多维筛选逻辑及标记，细化筛选结果。
- 新增详细依赖说明及数据来源透明化（东方财富/腾讯）。
- 加入使用注意事项和非投资建议声明。
Metadata
Frequently Asked Questions
What is Aky Select?
A股选股器，9维度筛选符合AKY战法的中小盘强势股。涨幅2-5%、流通市值50-200亿、换手率4-10%、量比>1、量价齐升、均线多头排列、强于大盘、全天在均价线上方、近3日资金净流入。 It is an AI Agent Skill for Claude Code / OpenClaw, with 26 downloads so far.
How do I install Aky Select?
Run "/install aky-select" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Aky Select free?
Yes, Aky Select is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Aky Select support?
Aky Select is cross-platform and runs anywhere OpenClaw / Claude Code is available (linux, darwin).
Who created Aky Select?
It is built and maintained by wangfromchu-ai (@wangfromchu-ai); the current version is v2.0.0.
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