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daily-stock-analysis — Claude Code skill: setup and features

Automates stock analysis across US, Hong Kong, and Chinese markets using LLMs. It calculates entry targets, stop-losses, and delivers reports via chat webhooks.

Install into Claude Code · Skills CLI (Vercel) All methods and platforms ↓ 
npx skills add reason-machines/trending-skills --skill daily-stock-analysis -a claude-code
Open on GitHub

What daily-stock-analysis does

The skill configures automated tracking for A-shares, Hong Kong equities, and US stocks alongside major indices like SPX or DJI. Market quotes come through AkShare, Tushare, or YFinance, while recent news is retrieved via Tavily, SerpAPI, or Brave search providers. The underlying model then drafts a concise action summary with specific target and stop-loss levels.

Workflows can run on scheduled GitHub Actions crons without dedicated servers. For local setups, execution relies on main.py and a Flask dashboard at web_app.py, which includes backtesting features and eleven built-in analytical strategies.

The pipeline halts without an active API key for at least one model provider like Gemini, OpenAI, Claude, or DeepSeek. You also need to populate the STOCKS variable and provide a delivery endpoint such as a Telegram bot token or Discord webhook.

What it helps with

  • calculate buy targets and stop-loss levels for watched equities
  • dispatch scheduled portfolio updates to Telegram or Discord
  • aggregate price quotes and recent news for US and Chinese markets
  • backtest multi-turn trading strategies via the local web dashboard

Example prompts for the agent

  • Set up daily stock analysis for TSLA and AAPL with Telegram notifications
  • Analyze stock 600519 using the moving average crossover strategy
  • Configure GitHub Actions to run the daily stock analysis workflow on weekdays

How to install daily-stock-analysis

1Skills CLI (Vercel)

npx skills add reason-machines/trending-skills --skill daily-stock-analysis -a claude-code

2Manually: put the files in place

~/.claude/skills/daily-stock-analysis/SKILL.md

Copy the whole skill folder; for one project use .claude/skills/daily-stock-analysis/

Step by step, with commands for each platform: How to install skills in Claude Code: five ways

Questions about daily-stock-analysis

How to install daily-stock-analysis in Claude Code?

Run npx skills add reason-machines/trending-skills --skill daily-stock-analysis -a claude-code in your terminal. This creates the skill definition under ~/.claude/skills/daily-stock-analysis/SKILL.md.

What markets does this skill support?

It handles mainland China A-shares, Hong Kong stocks, US equities, and indices like IXIC or SPX. Quotes are pulled using AkShare, Tushare, and YFinance.

What credentials are required to run the analyzer?

You need at least one valid LLM key, a comma-separated list of tickers in STOCKS, and a notification destination. Without a webhook or token for channels like Telegram or Discord, notifications will fail.

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