股票分析
提供获取用户自选分组(LongPort)、股票市场数据(LongPort + AkShare)、技术指标计算（ta-lib）的技能。分析数并与用户研究交易策略，形成买卖点建议，并可做回测、寻优与报告输出。
Best use case
股票分析 is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
提供获取用户自选分组(LongPort)、股票市场数据(LongPort + AkShare)、技术指标计算（ta-lib）的技能。分析数并与用户研究交易策略，形成买卖点建议，并可做回测、寻优与报告输出。
Teams using 股票分析 should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/股票分析/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How 股票分析 Compares
| Feature / Agent | 股票分析 | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
提供获取用户自选分组(LongPort)、股票市场数据(LongPort + AkShare)、技术指标计算（ta-lib）的技能。分析数并与用户研究交易策略，形成买卖点建议，并可做回测、寻优与报告输出。
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# 简介 ## 何时触发 当用户提出下列任意请求时，加载本 Skill： - “调用 LongPort 分组接口拿到一批股票，补齐市场数据并做分析” - "对分组内所有标的计算技术指标，生成买卖点建议" ## 能力概览 - 数据采集与分组： - LongPort 分组接口获取标的列表 - 行情数据：优先 LongPort，缺失时回退 AkShare；支持前复权与时间对齐 - 指标计算： - 使用 TA-Lib，完整指标套件（EMA/MACD/RSI/ATR/OBV/BBANDS） - 信号生成： - 规则/阈值/指标组合生成买卖点建议（含打分） ## 资源导航（何时加载） - references/data_sources.md — LongPort + AkShare - references/indicators.md — 指标使用技介绍 - scripts/ - longport_groups.py — 自选分组管理（CLI：list/create/update/get-symbols/delete） - longport_candlesticks.py — K 线数据获取（CLI：按周期/数量/输出路径查询） - talib_calculator.py — 技术指标计算（支持单指标或 compute_full_suite） - assets/（可选）— 报告模板或 Notebook，如需生成报告/演示可补充 ## 工作流示例（触发句） - “用 LongPort 拿到分组成份，缺失的用 AkShare 补齐，合并到统一行情表。” - "对分组内所有标的计算技术指标，生成买卖点建议列表。" ## 注意事项与最佳实践 - 数据一致性：LongPort/AkShare需统一时区、使用前复权；缺失值要先补齐再算指标 - 指标健壮性：TA-Lib 初期会产生 NaN，计算信号前先截取有效区间或前向填充 - 凭证安全：LongPort/AkShare 请使用本地 .env 或加密文件，避免提交到仓库
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