Agent skill

Stock Explorer

by freestylefly in freestylefly/wesight

A Yahoo Finance (yfinance) powered financial analysis tool. An agent skill from freestylefly/wesight.

MITAuto-check passedBusiness, Finance & HR

Install Stock Explorer

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

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

GitHub CLI
$ gh skill install freestylefly/wesight stock-explorer --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-explorer .claude/skills/stock-explorer && 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/

Facts

Skill name
stock-explorer
GitHub stars
943
Used in
1 other repo
Token cost
~525 tokens
SKILL.md length
117 words
Files
2 (incl. scripts)
Skills in repo
17
Repo updated
First seen
Licence
MIT

At a glance

A Yahoo Finance (yfinance) powered financial analysis tool. An agent skill from freestylefly/wesight.

  • Works in 5 steps: Real-time Quotes (price) → Fundamental Summary (fundamentals) → ASCII Trend (history) → …
  • Tasks that involve Stock and market analysis
  • SKILL.md covers Dependencies, Commands, Ticker Examples and Notes / Limitations
  • Runs Python scripts from its folder; calls python and pip

What it does

Stock Explorer is an agent skill from freestylefly/wesight. A Yahoo Finance (yfinance) powered financial analysis tool. Get real-time quotes, generate technical indicator reports (RSI/MACD/Bollinger/VWAP/ATR), summarize fundamentals, and run a one-shot report that outputs a text summary.

Its SKILL.md is about 530 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including scripts (for example `scripts/quote.py`).

It sits in Business, Finance & HR, covering Stock and market analysis and Financial analysis. It works with yfinance. 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 Stock and market analysis
  • Tasks that involve Financial analysis

Example prompts

  • “/stock-explorer”

Requirements

  • Python 3

Workflow steps

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

  1. Real-time Quotes (price)
  2. Fundamental Summary (fundamentals)
  3. ASCII Trend (history)
  4. Professional Analysis (pro)
  5. One-shot Report (report)

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 Explorer loads about 525 tokens when it runs. Until then it costs about 61 tokens; SKILL.md has 117 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~61
When it runs · the whole SKILL.md, loaded when a task matches
~525

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). 117 words, ~525 tokens.

Download SKILL.mdSave it as .claude/skills/stock-explorer/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
stock-explorer
description
A Yahoo Finance (yfinance) powered financial analysis tool. Get real-time quotes, generate technical indicator reports (RSI/MACD/Bollinger/VWAP/ATR), summarize fundamentals, and run a one-shot report that outputs a text summary.
official
true

Stock Information Explorer

This skill fetches OHLCV data from Yahoo Finance via yfinance and computes technical indicators locally (no API key required).

Dependencies

Python packages (install once):

bash
pip install yfinance rich pandas plotille

Commands

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

1) Real-time Quotes (price)
bash
python "$SKILLS_ROOT/stock-explorer/scripts/quote.py" price TSLA
# shorthand
python "$SKILLS_ROOT/stock-explorer/scripts/quote.py" TSLA
2) Fundamental Summary (fundamentals)
bash
python "$SKILLS_ROOT/stock-explorer/scripts/quote.py" fundamentals NVDA
3) ASCII Trend (history)
bash
python "$SKILLS_ROOT/stock-explorer/scripts/quote.py" history AAPL 6mo
4) Professional Analysis (pro)

输出详细的技术指标文本分析报告。

bash
# 基础分析(价格区间)
python "$SKILLS_ROOT/stock-explorer/scripts/quote.py" pro 002368.SZ 6mo

# 带技术指标
export PYTHONIOENCODING=utf-8
python "$SKILLS_ROOT/stock-explorer/scripts/quote.py" pro 002368.SZ 6mo --rsi --macd --bb
可用指标 (optional)
  • --rsi : RSI(14) - 超买超卖指标
  • --macd: MACD(12,26,9) - 趋势动量指标
  • --bb : Bollinger Bands(20,2) - 布林带
  • --vwap: VWAP - 成交量加权均价
  • --atr : ATR(14) - 平均真实波幅
5) One-shot Report (report)

输出综合分析报告(行情+基本面+技术信号)。

bash
export PYTHONIOENCODING=utf-8
python "$SKILLS_ROOT/stock-explorer/scripts/quote.py" report 000660.KS 6mo

Ticker Examples

  • A-share: 600519.SS, 000001.SZ
  • US stocks: AAPL, NVDA, TSLA
  • HK stocks: 0700.HK, 9988.HK
  • Crypto: BTC-USD, ETH-KRW
  • Forex: USDKRW=X

Notes / Limitations

  • Indicators are computed locally from price data
  • Data quality may vary by ticker/market
  • 所有输出均为文本格式
  • Windows 环境中文显示需设置 export PYTHONIOENCODING=utf-8

© freestylefly, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

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

  • SKILL.md
  • scripts/quote.py

Open the folder on GitHubat commit c913cd9

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in freestylefly/wesight, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Stock Explorer 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 Explorer compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Stock Explorer this skillfreestylefly/wesight9431 repos~525Automated safety check: PassMIT
Earnings Recaphimself65/finance-skills3.4k—~1.7kAutomated safety check: PassMIT
Macro Regime Detectortradermonty/claude-trading-skills3k1 repos~1.2kAutomated safety check: PassMIT
Stock AnalysisCoWork-OS/CoWork-OS473—~685Automated safety check: PassMIT
Yfinance Datahimself65/finance-skills3.4k—~1.3kAutomated safety check: PassMIT
Fin Earnings Recapcriptogus/agent-evolve-network288—~898Automated safety check: PassMIT

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Works with

Questions about Stock Explorer

What does Stock Explorer do?

A Yahoo Finance (yfinance) powered financial analysis tool. An agent skill from freestylefly/wesight. Stock Explorer is an agent skill from freestylefly/wesight. A Yahoo Finance (yfinance) powered financial analysis tool.

When should I use Stock Explorer?

Stock Explorer fits situations like: tasks that involve Stock and market analysis; tasks that involve Financial analysis.

How do I install Stock Explorer in Claude Code?

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

How do I install Stock Explorer in Codex?

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

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

What does Stock Explorer need to run?

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

Stock Explorer 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 Explorer use?

About 525 tokens (SKILL.md is roughly 2.1k 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 Explorer?

Skills that share tags, products or a category with Stock Explorer: Earnings Recap (himself65/finance-skills, 3.4k stars), Macro Regime Detector (tradermonty/claude-trading-skills, 3k stars), Stock Analysis (CoWork-OS/CoWork-OS, 473 stars) and Yfinance Data (himself65/finance-skills, 3.4k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Stock Explorer?

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.