Agent skill

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.

MITAuto-check passedBusiness, Finance & HR

Install Stock Analyzer

skills CLI

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

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

GitHub CLI

$ gh skill install freestylefly/wesight stock-analyzer --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-analyzer .claude/skills/stock-analyzer && 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-analyzer" agent skill from https://github.com/freestylefly/wesight/tree/main/SKILLs/stock-analyzer into .claude/skills/stock-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stock-analyzer", 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-analyzer

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-analyzer -a codex

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

GitHub CLI

$ gh skill install freestylefly/wesight stock-analyzer --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-analyzer .agents/skills/stock-analyzer && 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-analyzer" agent skill from https://github.com/freestylefly/wesight/tree/main/SKILLs/stock-analyzer into .agents/skills/stock-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stock-analyzer", 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-analyzer -a cursor

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

GitHub CLI

$ gh skill install freestylefly/wesight stock-analyzer --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-analyzer .cursor/skills/stock-analyzer && 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-analyzer" agent skill from https://github.com/freestylefly/wesight/tree/main/SKILLs/stock-analyzer into .cursor/skills/stock-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stock-analyzer", 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-analyzer

--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-analyzer -a gemini-cli

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

GitHub CLI

$ gh skill install freestylefly/wesight stock-analyzer --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-analyzer .gemini/skills/stock-analyzer && 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-analyzer" agent skill from https://github.com/freestylefly/wesight/tree/main/SKILLs/stock-analyzer into .gemini/skills/stock-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stock-analyzer", 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-analyzer

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-analyzer -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-analyzer .github/skills/stock-analyzer && 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-analyzer" agent skill from https://github.com/freestylefly/wesight/tree/main/SKILLs/stock-analyzer into .github/skills/stock-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stock-analyzer", 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-analyzer -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-analyzer --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-analyzer .opencode/skills/stock-analyzer && 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-analyzer" agent skill from https://github.com/freestylefly/wesight/tree/main/SKILLs/stock-analyzer into .opencode/skills/stock-analyzer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stock-analyzer", 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-analyzer
GitHub stars: 943
Token cost: ~886 tokens
SKILL.md length: 308 words
Files: 2 (incl. scripts)
Skills in repo: 17
Repo updated: Oct 1, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

A comprehensive stock deep analysis tool that combines real-time quotes, fundamental metrics, technical indicators, and growth analysis into a single professional report.

Works in 8 steps: Real-time Market Overview → Value Investing Indicators (Score /10) → Technical Analysis (Score /10) → …
Tasks that involve Trading and backtesting
SKILL.md covers Features, Dependencies, Usage and Stock Ticker Formats, plus 4 more sections
Runs Python scripts from its folder; calls python and pip

What it does

Stock Analyzer is an agent skill from freestylefly/wesight. 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.

Its SKILL.md is about 890 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including scripts (for example `scripts/analyze.py`).

It sits in Business, Finance & HR, covering Trading and backtesting and Stock and market analysis. 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.

When your agent uses it

Tasks that involve Trading and backtesting
Tasks that involve Stock and market analysis

Example prompts

“/stock-analyzer”

Requirements

Python 3

Workflow steps

8 steps, taken from the first numbered list in SKILL.md.

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

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 Analyzer loads about 886 tokens when it runs. Until then it costs about 82 tokens; SKILL.md has 308 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~82
When it runs · the whole SKILL.md, loaded when a task matches: ~886

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). 308 words, ~886 tokens.

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

name: stock-analyzer
description: 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.
official: true

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

Files

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

SKILL.md
scripts/analyze.py

Open the folder on GitHubat commit c913cd9

Compare with similar skills

Stock Analyzer 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 Analyzer compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Stock Analyzer this skillfreestylefly/wesight	943	—	~886	Automated safety check: Pass	MIT	7 days ago
Tushare Datazillionare/zillionare	319	2 repos	~2.3k	Automated safety check: Pass	None	today
Tradingview MCPatilaahmettaner/tradingview-mcp	5k	—	~1.3k	Automated safety check: Pass	MIT	yesterday
Digital Oraclekomako-workshop/digital-oracle	870	—	~5.9k	Automated safety check: Pass	MIT	2 mo ago
Worth Buy Stocksstarriv/worth-buy-stocks	174	—	~4.5k	Automated safety check: Notes	None	6 days ago
Regimejackson-video-resources/markov-hedge-fund-method	483	—	~1.6k	Automated safety check: Pass	Custom licence	4 mo ago

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Questions about Stock Analyzer

What does Stock Analyzer do?

A comprehensive stock deep analysis tool that combines real-time quotes, fundamental metrics, technical indicators, and growth analysis into a single professional report. Stock Analyzer is an agent skill from freestylefly/wesight. A comprehensive stock deep analysis tool that combines real-time quotes, fundamental metrics, technical indicators, and growth analysis into a single professional report.

When should I use Stock Analyzer?

Stock Analyzer fits situations like: tasks that involve Trading and backtesting; tasks that involve Stock and market analysis.

How do I install Stock Analyzer in Claude Code?

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

How do I install Stock Analyzer in Codex?

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

Can I use Stock Analyzer 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-analyzer -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-analyzer, .gemini/skills/stock-analyzer, .github/skills/stock-analyzer and .opencode/skills/stock-analyzer in your project.

What does Stock Analyzer need to run?

Going by SKILL.md and its folder, Stock Analyzer 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 Analyzer 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 Analyzer 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 Analyzer use?

Stock Analyzer 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 Analyzer use?

About 886 tokens (SKILL.md is roughly 3.5k 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 Analyzer?

Skills that share tags, products or a category with Stock Analyzer: Tushare Data (zillionare/zillionare, 319 stars), Tradingview MCP (atilaahmettaner/tradingview-mcp, 5k stars), Digital Oracle (komako-workshop/digital-oracle, 870 stars) and Worth Buy Stocks (starriv/worth-buy-stocks, 174 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Stock Analyzer?

freestylefly (a GitHub user) maintains it in freestylefly/wesight, which has 943 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 Analyzer

Facts

At a glance

What it does

When your agent uses it

Example prompts

Requirements

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

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

Files

Compare with similar skills

Similar skills

More from freestylefly/wesight

Related

Questions about Stock Analyzer