Stock Analyzer

Community

freestylefly

stock-analyzer

A comprehensive stock deep analysis tool that combines real-time quotes, fundamental metrics, technical indicators, and growth analysis into a single professional report. Supports A-share, US stocks, HK stocks. Generates detailed investment recommendations with risk assessment and actionable trading strategies.

Overview

Publisher	freestylefly
Repository	`wesight`
Skill name	`stock-analyzer`
Stars	947
Forks	208
Bundled files	1
License	MIT
Links	Skill source Repository Homepage

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

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.

Open the app and go to Plugins → Skills.
Choose "Install from GitHub".
Paste the skill folder URL below and confirm.
https://github.com/freestylefly/wesight/tree/main/SKILLs/stock-analyzer
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.

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-analyzer .claude/skills/stock-analyzer

Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Stock Analyzer 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 Analyzer 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 Analyzer 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 Deep Analyzer

One-stop comprehensive stock analysis tool that generates professional-grade investment reports.

Features

Real-time Market Data — Current price, volume, market cap, beta
Value Investing Metrics — P/E, P/B, ROE, ROA, dividend yield, payout ratio
Technical Indicators — MA5/20/60, RSI, MACD, Bollinger Bands, VWAP
Growth Analysis — Revenue growth, earnings growth, profit margins
Financial Health — Asset/liability ratio, liquidity ratio
Investment Rating — Multi-dimensional scoring (value 35% / technical 25% / growth 25% / financial 15%)
Trading Strategies — Long-term hold, swing trade, short-term speculation
Risk Assessment — Key risks and price levels

Dependencies

Python packages (install once):

bash
pip install yfinance pandas numpy

Usage

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

Basic Analysis

bash
export PYTHONIOENCODING=utf-8
python "$SKILLS_ROOT/stock-analyzer/scripts/analyze.py" 601288.SS

Specify Analysis Period

bash
export PYTHONIOENCODING=utf-8
python "$SKILLS_ROOT/stock-analyzer/scripts/analyze.py" 000001.SZ --period 1y

US Stocks

bash
export PYTHONIOENCODING=utf-8
python "$SKILLS_ROOT/stock-analyzer/scripts/analyze.py" AAPL

Parameters

Parameter	Description	Example	Default
`ticker`	Stock ticker symbol (required)	601288.SS, AAPL	-
`--period`	Analysis period	1mo, 3mo, 6mo, 1y, 2y	6mo
`--output`	Output format	text, json	text

Stock Ticker Formats

A-share (Shanghai): 600519.SS, 601288.SS
A-share (Shenzhen): 000001.SZ, 002594.SZ
US stocks: AAPL, TSLA, NVDA
HK stocks: 0700.HK, 9988.HK

Output Structure

The analysis report includes 8 sections:

Real-time Market Overview
Value Investing Indicators (Score /10)
Technical Analysis (Score /10)
Growth Indicators (Score /10)
Financial Health (Score /10)
Comprehensive Investment Rating (Overall /10)
Recommended Trading Strategies
Key Risk Warnings

Workflow

When user requests stock analysis:

Identify ticker symbol
- User may provide company name → use web-search to find ticker
- A-share: Shanghai = .SS, Shenzhen = .SZ

Execute analysis

bash
export PYTHONIOENCODING=utf-8
python "$SKILLS_ROOT/stock-analyzer/scripts/analyze.py" <ticker>

Interpret results
- Extract overall rating and key findings
- Highlight investment recommendation
- Emphasize risk warnings
- Provide actionable price levels

Limitations

Yahoo Finance data quality varies by market
Some metrics may be N/A for loss-making companies
Historical data limited for newly listed stocks
Real-time quotes may have 15-min delay

When to Use This Skill

User requests "深度分析", "complete analysis", "comprehensive report"
User wants multi-dimensional evaluation (value + growth + technical)
User needs actionable trading strategies
User asks for investment recommendations with risk assessment

Bundled files

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

scripts/analyze.py10 KB

Frequently asked questions

What does the Stock Analyzer AI skill do?

Why use Stock Analyzer on TypingMind?

Because you install it once and use it with any model. Stock Analyzer 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 Analyzer in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/freestylefly/wesight/tree/main/SKILLs/stock-analyzer. 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 Analyzer?

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 Analyzer?

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

Is the Stock Analyzer 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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Overview

Installation

Install in TypingMind

Install in another agent

Use it in TypingMind

Works with any AI model

Skill instructions

Stock Deep Analyzer

Features

Dependencies

Usage

Basic Analysis

Specify Analysis Period

US Stocks

Parameters

Stock Ticker Formats

Output Structure

Workflow

Limitations

When to Use This Skill

Bundled files

Frequently asked questions

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