diagnose
Run diagnostics for the AItrader trading system. 运行 AItrader 交易系统诊断。 Use this skill when: - No trading signals are being generated (没有交易信号) - Need to check if AI analysis is working (检查 AI 分析是否正常) - Verifying technical indicator calculations (验证技术指标计算) - Debugging market data fetching issues (调试市场数据获取) - Troubleshooting why no trades are happening (排查为什么没有交易) - Running system health checks (运行系统健康检查)
npx skills add majiayu000/claude-skill-registry --skill diagnose --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Trading System Diagnostics ## Purpose Use this skill when: - No trading signals are being generated - Need to verify AI analysis is working - Validating technical indicator calculations - Debugging market data issues ## Diagnostic Commands ### Full Diagnostic (Default) ```bash cd /home/linuxuser/nautilus_AItrader source venv/bin/activate python3 scripts/diagnose.py ``` ### Quick Diagnostic (Skip AI calls) ```bash cd /home/linuxuser/nautilus_AItrader source venv/bin/activate python3 scripts/diagnose.py --quick ``` ### With Update and Restart ```bash python3 scripts/diagnose.py --update --restart ``` ## Expected Output ### Normal Operation Signs ``` ✅ Configuration loaded successfully ✅ Market data fetched successfully ✅ TechnicalIndicatorManager initialized ✅ Technical data retrieved ✅ Sentiment data retrieved ✅ MultiAgent 层级决策成功 🐂 Bull Agent 分析中... 🐻 Bear Agent 分析中... ⚖️ Judge Agent 判断中... 🛡️ Risk Manager 评估中... 🎯 Judge 最终决策: BUY/SELL/HOLD ``` ### Key Checkpoints | Check | Normal Value | Abnormal Handling | |-------|--------------|-------------------| | RSI | 0-100 | Out of range = data error | | MACD | Any value | NaN = insufficient data | | Judge Signal | BUY/SELL/HOLD | ER
- Purpose
- Diagnostic Commands
- Full Diagnostic (Default)
- Quick Diagnostic (Skip AI calls)
- With Update and Restart
- Expected Output
- Normal Operation Signs
- Key Checkpoints
- 信号决策流程 (层级决策架构)
- Common Issues
- 1. No Trading Signals
- 2. DeepSeek API Failure
- 3. Abnormal Technical Indicators
- Key Files
cd /home/linuxuser/nautilus_AItrader source venv/bin/activate python3 scripts/diagnose.py python3 scripts/diagnose.py --quick python3 scripts/diagnose.py --update --restart python3 scripts/diagnose_realtime.py 2>&1 | grep -E "(Judge|Final Signal|Confidence|Winning Side)" grep "DEEPSEEK_API_KEY" ~/.env.aitrader python3 scripts/diagnose.py 2>&1 | grep -E "(RSI|MACD|SMA)" python3 scripts/smart_commit_analyzer.py
What does the diagnose skill do?
Run diagnostics for the AItrader trading system. 运行 AItrader 交易系统诊断。 Use this skill when: - No trading signals are being generated (没有交易信号) - Need to check if AI analysis is working (检查 AI 分析是否正常) - Verifying technical indicator calculations (验证技术指标计算) - Debugging market data fetching issues (调试市场数据获取) - Troubleshooting why no trades are happening (排查为什么没有交易) - Running system health checks (运行系统健康检查)
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill diagnose --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.