Stock Analysis Pro

专业股票分析技能整合 akshare 数据 + 技术指标 + 板块轮动 + 持仓诊断。触发词：'分析股票'、'今日行情'、'持仓诊断'、'推荐股票'、'今日财经'。无需API密钥，直接调用 akshare 获取A股/基金/期货实时数据。

Security Scan

The skill's purpose (stock analysis via akshare) aligns with its instructions, but it omits declared dependencies and mentions optional credentials (tushare) without listing them, which is an internal coherence gap users should understand before installing.

Purpose & Capability

Name/description describe stock analysis using akshare and technical indicators; the SKILL.md consistently instructs the agent to fetch market data, compute indicators, and produce reports. The requested capabilities (real-time quotes, sector rotation, holdings diagnosis) match the stated purpose.

Instruction Scope

Instructions are focused on stock data retrieval and analysis and do not ask the agent to read unrelated files or system credentials. They do, however, require network access to third-party data sources (akshare which scrapes Sina/东方财富, optional tushare) and expect users to provide potentially sensitive holdings data for '持仓诊断' — the skill does not include guidance on handling or retaining that sensitive input.

Install Mechanism

There is no install spec (instruction-only), which reduces risk of arbitrary code installation. However, the SKILL.md assumes the presence of the Python library akshare (and optionally tushare/token) but the skill metadata does not declare these dependencies or an install step — an operational/coherence issue that could cause failures or surprise if the runtime must install packages on demand.

Credentials

The registry declares no required env vars or credentials (good), but the instructions mention optional use of tushare (which requires a Token) without declaring it. No other unrelated credentials or system config paths are requested.

Persistence & Privilege

The skill does not request elevated persistence: always is false, it is user-invocable, and there is no indication it will modify other skills or system-wide settings.

What to consider before installing

This skill appears to do what it says (stock analysis using akshare), but check these before installing: - Runtime dependency: SKILL.md assumes the Python package akshare (and optionally tushare) — the skill metadata does not declare or install these. Confirm whether the agent environment already has akshare or whether the platform will install it; automatic installs may run pip and fetch code from PyPI. - Optional credentials: the docs mention tushare as a backup and that it requires a token. If you plan to enable tushare, only provide its token if you trust the skill and runtime; the token grants access to your tushare account. - Data privacy: the holding-diagnosis feature requires you to input your portfolio (sensitive financial info). Verify how long summaries/inputs are stored or logged by the platform and avoid pasting passwords/private keys. - Network activity & scraping: akshare scrapes third-party sites (Sina/东方财富). Expect outbound network calls; ensure this is acceptable in your environment and be aware of rate limits. If any of these points are unacceptable or unclear, ask the skill author (or the platform) for: a declared dependency list or install steps, explicit env var requirements for tushare, and details about data retention and network behavior. If you can’t obtain that, treat the skill cautiously or run it in an environment where installing akshare and making outbound network calls are permitted and isolated.

专业股票分析技能，集成实时行情、技术指标、板块分析、持仓诊断。

核心功能

功能	命令	数据源
实时行情	akshare	akshare (tushare备份)
技术分析	内置TA指标	计算所得
板块轮动	行业/概念板块	akshare
持仓诊断	持仓股票分析	akshare + 用户输入
异动监控	涨跌/资金流	akshare
财报简评	业绩预判	公开财报

触发词

当用户说以下内容时激活：

• "分析股票"、"今日行情"、"帮我看股"
• "持仓诊断"、"我的股票怎么样"
• "推荐股票"、"买什么好"
• "今日财经"、"财经分析报告"
• "大盘怎么样"、"板块机会"

使用方式

实时行情查询

触发：用户问某只股票行情
操作：
1. 使用 akshare 技能获取实时数据
2. 计算涨跌幅、换手率、量比
3. 结合板块热度给出简单判断

持仓诊断报告

触发：用户提供持仓列表
操作：
1. 批量获取每只股票实时价格
2. 计算持仓金额、盈亏比例
3. 查询所属板块今日表现
4. 查询主力资金流向
5. 生成诊断结论和操作建议

今日财经报告

触发：用户说"今日财经分析报告"或"今日股票情况"
操作：
1. 获取上证/深证/创业板/北证50指数
2. 获取涨跌家数对比
3. 获取热门板块TOP10
4. 获取概念板块异动
5. 获取资金流向TOP10
6. 输出格式化报告

持仓诊断表格式

| 序号 | 股票 | 代码 | 股数 | 成本价 | 现价 | 盈亏% | 持股金额 | 做T次数 | 所属板块 | 板块热度 | 今日涨跌 | 主力资金 | 诊断结论 | 操作建议 | 止损位 | 目标位 |

字段说明：

• 持股金额 = 现价 × 股数
• 做T次数 = 当日做T交易次数（用户告知）
• 所属板块 = 同花顺所属板块
• 板块热度 = 板块当日涨跌幅%
• 主力资金 = 主力净流入（万）
• 诊断结论：持有/加仓/减仓/卖出
• 操作建议：具体仓位调整比例

市场概况格式

大盘：上证/深证/创业板涨跌幅
涨跌家数：上涨/下跌/平盘
热门板块TOP5：板块名（涨跌幅%）
资金流入TOP3：股票名（资金净额）

推荐股票格式

| 股票 | 代码 | 现价 | 买入逻辑 | 目标价 | 止损位 |

数据来源

• 主数据源：akshare（免费，无需API Key）
• 备份数据源：tushare（需Token，可选）
• 实时行情：新浪财经/东方财富

常用 akshare 函数

import akshare as ak

# 实时行情
ak.stock_zh_a_spot_em()  # 所有A股实时行情

# 板块行情
ak.stock_board_industry_name_em()  # 行业板块
ak.stock_board_concept_name_em()    # 概念板块

# 资金流向
ak.stock_individual_fund_flow(stock="000001")  # 个股资金流

# 期货
ak.futures_zh_spot(symbol="螺纹钢")  # 商品期货现货

技术指标计算

支持以下技术指标：

• MA（均线）：5/10/20/60/120/250日
• RSI（相对强弱指数）
• MACD（指数平滑异同）
• KDJ（随机指标）
• BOLL（布林带）
• 成交量对比

注意事项

1. 数据延迟：新浪财经数据可能有3-5秒延迟
2. 批量限制：单次查询不超过50只股票
3. 频率控制：避免高频调用（>10次/分钟）
4. 数据校验：获取后验证数据合理性

报告输出格式

触发"今日财经分析报告"时使用以下格式：

# 📊 今日财经分析报告
日期：YYYY-MM-DD HH:MM

## 一、大盘概况
[上证/深证/创业板/北证 涨跌幅]

## 二、持仓诊断
[诊断表格]

## 三、今日机会
[推荐板块 + 原因]

## 四、操作建议
[总体仓位建议]

## 五、风险提示
[需要注意的风险]