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Stock Announcements

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freestylefly
stock-announcements

获取A股上市公司公告信息（真实数据）。基于AkShare从东方财富网获取当日全部公告，支持按股票代码筛选、关键词过滤。 适用于监控重大事件、业绩快报、股东变动、重组公告等投资决策关键信息。数据源：东方财富网（稳定可靠）。

Overview

Publisherfreestylefly
Repositorywesight
Skill namestock-announcements
Stars
947
Forks
208
Bundled files
1
LicenseMIT
Links
Skill sourceRepositoryHomepage
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 1 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by freestylefly on GitHub. Read the source before you install it.

Installation

Install the Stock Announcements AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/freestylefly/wesight/tree/main/SKILLs/stock-announcements
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/freestylefly/wesight.git /tmp/wesight
mkdir -p .claude/skills
cp -r /tmp/wesight/SKILLs/stock-announcements .claude/skills/stock-announcements
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Stock Announcements in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Stock Announcements on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Stock Announcements is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Stock Announcement Fetcher

获取A股上市公司的官方公告信息（真实数据），帮助投资者及时掌握重要信息披露。

真实数据保证

  • 数据来源： 东方财富网（通过AkShare开源库）
  • 更新频率： 实时（当日公告）
  • 覆盖范围： 全部A股上市公司
  • 数据质量： 官方权威数据

Dependencies

Python packages (install once):

bash
pip install akshare pandas requests PyPDF2

When to Use This Skill

触发条件（用户提及以下任一场景时激活）：

  1. 查询特定公司公告 — "查看五粮液最近的公告"、"002368有什么新公告？"
  2. 监控特定事件 — "哪些公司今天发布了业绩预告？"
  3. 投资决策辅助 — "公司有利好消息吗？"

Usage

IMPORTANT: Always use the $SKILLS_ROOT environment variable to locate scripts.

基础查询

bash
export PYTHONIOENCODING=utf-8
python "$SKILLS_ROOT/stock-announcements/scripts/announcements.py" 000858

查询最近7天

bash
export PYTHONIOENCODING=utf-8
python "$SKILLS_ROOT/stock-announcements/scripts/announcements.py" 600519 --days 7

关键词筛选

bash
export PYTHONIOENCODING=utf-8
python "$SKILLS_ROOT/stock-announcements/scripts/announcements.py" 600519 --keyword 业绩

JSON格式输出

bash
export PYTHONIOENCODING=utf-8
python "$SKILLS_ROOT/stock-announcements/scripts/announcements.py" 000858 --format json

提取PDF内容并总结

bash
export PYTHONIOENCODING=utf-8
python "$SKILLS_ROOT/stock-announcements/scripts/announcements.py" 000858 --detail

Parameters

参数说明示例默认值
stock_code股票代码（必填）000001, 600000.SS-
--days最近N天730
--format输出格式json/texttext
--keyword标题关键词筛选业绩None
--detail提取PDF内容并总结—false

Workflow

Step 1: 识别股票代码

用户可能提供以下任一格式：

  • 公司名称："五粮液" → 先用 web-search 查询股票代码
  • Yahoo Finance格式："000858.SZ" → 提取纯数字代码
  • 纯代码："000858" → 直接传递

Step 2: 执行查询

bash
export PYTHONIOENCODING=utf-8
python "$SKILLS_ROOT/stock-announcements/scripts/announcements.py" <股票代码> [参数]

Step 3: 解读结果

Agent 应该：

  1. 提取关键信息（标题、类型、日期）
  2. 分类汇总（业绩类、股东类、重大合同等）
  3. 标注重要性（🔴高/🟡中/⚪低）
  4. 提供简洁解读

Limitations

  1. 只能查询当日公告 — AkShare 的 stock_notice_report 接口只返回指定日期的全部公告
  2. 查询速度约7-10秒 — 需遍历1000+条公告
  3. 中文显示乱码 — Windows PowerShell GBK编码问题，使用 --format json 可规避

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Stock Announcements AI skill do?

获取A股上市公司公告信息（真实数据）。基于AkShare从东方财富网获取当日全部公告，支持按股票代码筛选、关键词过滤。 适用于监控重大事件、业绩快报、股东变动、重组公告等投资决策关键信息。数据源：东方财富网（稳定可靠）。

Why use Stock Announcements on TypingMind?

Because you install it once and use it with any model. Stock Announcements is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Stock Announcements in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/freestylefly/wesight/tree/main/SKILLs/stock-announcements. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Stock Announcements?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Stock Announcements?

As many as you like. As long as a model supports skills, you can use Stock Announcements with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Stock Announcements AI skill free?

Yes. It is published on GitHub by freestylefly under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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