mwangliCommunity·15 Agent Skills Included

stock-trading

Automated stock trading with price prediction and sentiment analysis

Automates daily stock selection and intraday sell decisions using LSTM price prediction and financial news sentiment scoring. Collects real-time quotes, historical K-lines, and news on a schedule, then executes T+1 trades with risk controls and fee calculation. Includes a live dashboard with WebSocket updates, plus development workflow skills for planning, debugging, and code review.

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npx skills add mwangli/stock-trading --all -g -y

Available:

Gives your AI agent the project architecture, build commands, and mandatory coding conventions so it can modify the trading system correctly and respond in Chinese.

All Skills in This Repository (15)

Pure Emerald Level Indicators

📦 In Repo

mwangli

superpower

Provide a centralized library for code analysis, generation, and debugging.

using-git-worktrees

Create isolated git worktrees with automatic directory selection and safety checks.

test-driven-development

Write failing tests first, implement minimal code, and refactor while keeping tests green.

systematic-debugging

Enforce root-cause analysis before code fixes using a four-phase debugging workflow.

using-superpowers

Enforce mandatory skill invocation before generating any response.

dispatching-parallel-agents

Dispatch parallel agents to independently solve isolated problems and synthesize results.

executing-plans

Execute written plans by loading, reviewing, and implementing tasks with verifications.

finishing-a-development-branch

Validate tests and execute merge or PR options with Git cleanup.

brainstorming

Guide collaborative brainstorming sessions to transform ideas into actionable design plans.

writing-plans

Generate implementation plans with file changes, testing, and milestones from vague specs.

requesting-code-review

Automate code-review requests with structured payloads before merging branches.

receiving-code-review

Verify code review feedback against the codebase before implementing changes.

Community

Advanced

Frequently Asked Questions

FAQPage Schema

How to install stock-trading?▼

Run `npx skills add mwangli/stock-trading --all -g -y` in your terminal to install all skills in this suite globally.

How does the automated stock trading work?▼

It collects daily K-line data and financial news, scores stocks with LSTM price prediction (60%) and sentiment analysis (40%), then buys at market open and sells the next day using minute-level signals like moving stop-loss, RSI, and Bollinger bands.

What development workflow skills are included?▼

The suite includes skills for brainstorming, writing implementation plans, test-driven development, systematic debugging, code review, git worktrees, and subagent-driven task execution.

Does it work with Claude Code and other AI coding tools?▼

Yes. The CLAUDE.md and AGENTS.md files give your agent the full project structure, build commands, and coding rules, and all skills follow the standard SKILL.md format.

Can I run the trading system locally?▼

Yes. Start MySQL, MongoDB, and Redis with docker-compose, run the Spring Boot backend with Maven, and launch the React frontend with npm run dev.