Agent skill

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. An agent skill from freestylefly/wesight.

MITAuto-check passed

Install Stock Announcements

skills CLI

$ npx skills add freestylefly/wesight --skill stock-announcements -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI

$ gh skill install freestylefly/wesight stock-announcements --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy

$ git clone --depth 1 https://github.com/freestylefly/wesight.git skills-src && mkdir -p .claude/skills && cp -r skills-src/SKILLs/stock-announcements .claude/skills/stock-announcements && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Paste into Claude Code

Install the "stock-announcements" agent skill from https://github.com/freestylefly/wesight/tree/main/SKILLs/stock-announcements into .claude/skills/stock-announcements/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stock-announcements", then confirm the skill loads.

Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

$skill-installer

$skill-installer install https://github.com/freestylefly/wesight/tree/main/SKILLs/stock-announcements

Type this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.

skills CLI

$ npx skills add freestylefly/wesight --skill stock-announcements -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install freestylefly/wesight stock-announcements --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/freestylefly/wesight.git skills-src && mkdir -p .agents/skills && cp -r skills-src/SKILLs/stock-announcements .agents/skills/stock-announcements && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "stock-announcements" agent skill from https://github.com/freestylefly/wesight/tree/main/SKILLs/stock-announcements into .agents/skills/stock-announcements/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stock-announcements", then confirm the skill loads.

Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add freestylefly/wesight --skill stock-announcements -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install freestylefly/wesight stock-announcements --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/freestylefly/wesight.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/SKILLs/stock-announcements .cursor/skills/stock-announcements && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "stock-announcements" agent skill from https://github.com/freestylefly/wesight/tree/main/SKILLs/stock-announcements into .cursor/skills/stock-announcements/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stock-announcements", then confirm the skill loads.

Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

gemini skills install

$ gemini skills install https://github.com/freestylefly/wesight.git --path SKILLs/stock-announcements

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add freestylefly/wesight --skill stock-announcements -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install freestylefly/wesight stock-announcements --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/freestylefly/wesight.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/SKILLs/stock-announcements .gemini/skills/stock-announcements && rm -rf skills-src

Use ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.

Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/

Paste into Gemini CLI

Install the "stock-announcements" agent skill from https://github.com/freestylefly/wesight/tree/main/SKILLs/stock-announcements into .gemini/skills/stock-announcements/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stock-announcements", then confirm the skill loads.

Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

GitHub CLI

$ gh skill install freestylefly/wesight stock-announcements

Installs for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).

skills CLI

$ npx skills add freestylefly/wesight --skill stock-announcements -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/freestylefly/wesight.git skills-src && mkdir -p .github/skills && cp -r skills-src/SKILLs/stock-announcements .github/skills/stock-announcements && rm -rf skills-src

Use ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.

GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/

Paste into GitHub Copilot

Install the "stock-announcements" agent skill from https://github.com/freestylefly/wesight/tree/main/SKILLs/stock-announcements into .github/skills/stock-announcements/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stock-announcements", then confirm the skill loads.

GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add freestylefly/wesight --skill stock-announcements -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install freestylefly/wesight stock-announcements --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/freestylefly/wesight.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/SKILLs/stock-announcements .opencode/skills/stock-announcements && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "stock-announcements" agent skill from https://github.com/freestylefly/wesight/tree/main/SKILLs/stock-announcements into .opencode/skills/stock-announcements/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stock-announcements", then confirm the skill loads.

OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

Facts

Skill name: stock-announcements
GitHub stars: 946
Token cost: ~562 tokens
SKILL.md length: 121 words
Files: 2 (incl. scripts)
Skills in repo: 17
Repo updated: Oct 1, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

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. An agent skill from freestylefly/wesight.

Works in 3 steps: 识别股票代码 → 执行查询 → 解读结果
SKILL.md covers 真实数据保证, Dependencies, When to Use This Skill and Usage, plus 3 more sections
Runs Python scripts from its folder; calls python and pip

What it does

Stock Announcements is an agent skill from freestylefly/wesight. 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）。

Its SKILL.md is about 560 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including scripts (for example `scripts/announcements.py`).

The repository describes itself as: Open-source desktop AI agent workspace with one-click Claude Code, Codex, OpenClaw, Hermes Agent setup and custom LLM model routing. The licence is MIT.

Example prompts

“/stock-announcements”

Requirements

Python 3

Workflow steps

3 steps, taken from the step headings in SKILL.md.

识别股票代码
执行查询
解读结果

What it can do on your machine

Read from SKILL.md and the folder at commit c913cd9. It shows what the files ask for, not the result of running them.

Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 1 file in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
- python
- pip
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use pip, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Stock Announcements loads about 562 tokens when it runs. Until then it costs about 33 tokens; SKILL.md has 121 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~33
When it runs · the whole SKILL.md, loaded when a task matches: ~562

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

The full file from freestylefly/wesight at commit c913cd9, republished under its MIT licence (© freestylefly). 121 words, ~562 tokens.

Download SKILL.mdSave it as .claude/skills/stock-announcements/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.

name: stock-announcements
description: 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）。
official: true

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）：

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？"
监控特定事件 — "哪些公司今天发布了业绩预告？"
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	7	30
`--format`	输出格式	json/text	text
`--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：

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

Limitations

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
查询速度约7-10秒 — 需遍历1000+条公告
中文显示乱码 — Windows PowerShell GBK编码问题，使用 --format json 可规避

Files

SKILL.md and 1 other file (scripts) in SKILLs/stock-announcements of freestylefly/wesight.

SKILL.md
scripts/announcements.py

Open the folder on GitHubat commit c913cd9

Compare with similar skills

Stock Announcements next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Stock Announcements compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Stock Announcements this skillfreestylefly/wesight	946	—	~562	Automated safety check: Pass	MIT	9 days ago
Release Openclaw Announcementopenclaw/openclaw	392k	—	~1.1k	Automated safety check: Pass	MIT	today
Release Announcementpaperclipai/paperclip	99k	—	~1.7k	Automated safety check: Pass	MIT	today
StockMagicCube/agentara	516	—	~1.1k	Automated safety check: Pass	None	5 mo ago
Stock Analysisalirezarezvani/claude-skills	28k	—	~8.5k	Automated safety check: Pass	MIT	1 mo ago
Announcement Boardsickn33/agentic-awesome-skills	47k	1 repos	~3.4k	Automated safety check: Pass	MIT	yesterday

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Questions about Stock Announcements

What does Stock Announcements 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. An agent skill from freestylefly/wesight. Stock Announcements is an agent skill from freestylefly/wesight.

How do I install Stock Announcements in Claude Code?

Run `npx skills add freestylefly/wesight --skill stock-announcements -a claude-code`. Or copy the skill folder (SKILLs/stock-announcements in freestylefly/wesight) into .claude/skills/stock-announcements in your project. Claude Code loads it when a task matches its description.

How do I install Stock Announcements in Codex?

Run `npx skills add freestylefly/wesight --skill stock-announcements -a codex`. Or copy the skill folder (SKILLs/stock-announcements in freestylefly/wesight) into .agents/skills/stock-announcements in your project. Codex loads it when a task matches its description.

Can I use Stock Announcements in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add freestylefly/wesight --skill stock-announcements -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/stock-announcements, .gemini/skills/stock-announcements, .github/skills/stock-announcements and .opencode/skills/stock-announcements in your project.

What does Stock Announcements need to run?

Going by SKILL.md and its folder, Stock Announcements needs Python for the scripts in its folder and the command-line tools its instructions call (python and pip). Our summary lists: Python 3.

Does Stock Announcements access the network?

SKILL.md contains no URLs. Its commands use pip, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Stock Announcements safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Stock Announcements use?

Stock Announcements is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Stock Announcements use?

About 562 tokens (SKILL.md is roughly 2.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Stock Announcements?

Skills that share tags, products or a category with Stock Announcements: Release Openclaw Announcement (openclaw/openclaw, 392k stars), Release Announcement (paperclipai/paperclip, 99k stars), Stock (MagicCube/agentara, 516 stars) and Stock Analysis (alirezarezvani/claude-skills, 28k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Stock Announcements?

freestylefly (a GitHub user) maintains it in freestylefly/wesight, which has 946 GitHub stars. The repository holds 17 skills in this directory. The repository was last updated on October 1, 2026.

Source: freestylefly/wesight on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Install Stock Announcements

Facts

At a glance

What it does

Example prompts

Requirements

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Stock Announcement Fetcher

真实数据保证

Dependencies

When to Use This Skill

Usage

基础查询

查询最近7天

关键词筛选

JSON格式输出

提取PDF内容并总结

Parameters

Workflow

Step 1: 识别股票代码

Step 2: 执行查询

Step 3: 解读结果

Limitations

Files

Compare with similar skills

Similar skills

More from freestylefly/wesight

Questions about Stock Announcements