Monte-Neo good first issues (Python)

Help wanted: test Monte-Neo with your coding agent and tell us honestly how it went 15 days ago

help wanted question

8

Independent verifier for trading strategies written by AI agents and humans: catches look-ahead bias, hidden costs and overfitting. MCP server, CLI, GitHub Action, signed certificates.

Python

#ai-agents#algorithmic-trading#backtest-verification#backtesting#claude-code#deflated-sharpe-ratio#github-action#llm-tools#look-ahead-bias#mcp#mcp-server#model-context-protocol#overfitting#python#quant#quantitative-finance#reproducibility#risk-management#trading#trading-strategies

Engine: stop-loss and take-profit inside the bar for target weights 25 days ago

help wanted engine

NeoZorK/Monte-Neo

8

Independent verifier for trading strategies written by AI agents and humans: catches look-ahead bias, hidden costs and overfitting. MCP server, CLI, GitHub Action, signed certificates.

Python

#ai-agents#algorithmic-trading#backtest-verification#backtesting#claude-code#deflated-sharpe-ratio#github-action#llm-tools#look-ahead-bias#mcp#mcp-server#model-context-protocol#overfitting#python#quant#quantitative-finance#reproducibility#risk-management#trading#trading-strategies

Engine: per-symbol costs for universes 25 days ago

help wanted engine

NeoZorK/Monte-Neo

8

Independent verifier for trading strategies written by AI agents and humans: catches look-ahead bias, hidden costs and overfitting. MCP server, CLI, GitHub Action, signed certificates.

Python

#ai-agents#algorithmic-trading#backtest-verification#backtesting#claude-code#deflated-sharpe-ratio#github-action#llm-tools#look-ahead-bias#mcp#mcp-server#model-context-protocol#overfitting#python#quant#quantitative-finance#reproducibility#risk-management#trading#trading-strategies

Report: exposure over time and top-symbol contribution for universes 25 days ago

help wanted report

NeoZorK/Monte-Neo

8

Independent verifier for trading strategies written by AI agents and humans: catches look-ahead bias, hidden costs and overfitting. MCP server, CLI, GitHub Action, signed certificates.

Python

#ai-agents#algorithmic-trading#backtest-verification#backtesting#claude-code#deflated-sharpe-ratio#github-action#llm-tools#look-ahead-bias#mcp#mcp-server#model-context-protocol#overfitting#python#quant#quantitative-finance#reproducibility#risk-management#trading#trading-strategies

Docs: a worked example on real daily ETF data 25 days ago

documentation help wanted

NeoZorK/Monte-Neo

8

Independent verifier for trading strategies written by AI agents and humans: catches look-ahead bias, hidden costs and overfitting. MCP server, CLI, GitHub Action, signed certificates.

Python

#ai-agents#algorithmic-trading#backtest-verification#backtesting#claude-code#deflated-sharpe-ratio#github-action#llm-tools#look-ahead-bias#mcp#mcp-server#model-context-protocol#overfitting#python#quant#quantitative-finance#reproducibility#risk-management#trading#trading-strategies

Adapter: NautilusTrader fills to positions (`from_nautilus`) 25 days ago

help wanted adapter

NeoZorK/Monte-Neo

8

Independent verifier for trading strategies written by AI agents and humans: catches look-ahead bias, hidden costs and overfitting. MCP server, CLI, GitHub Action, signed certificates.

Python

#ai-agents#algorithmic-trading#backtest-verification#backtesting#claude-code#deflated-sharpe-ratio#github-action#llm-tools#look-ahead-bias#mcp#mcp-server#model-context-protocol#overfitting#python#quant#quantitative-finance#reproducibility#risk-management#trading#trading-strategies

Adapter: `from_backtrader(strategy)` on top of `from_fills` 25 days ago

help wanted adapter

NeoZorK/Monte-Neo

8

Independent verifier for trading strategies written by AI agents and humans: catches look-ahead bias, hidden costs and overfitting. MCP server, CLI, GitHub Action, signed certificates.

Python

#ai-agents#algorithmic-trading#backtest-verification#backtesting#claude-code#deflated-sharpe-ratio#github-action#llm-tools#look-ahead-bias#mcp#mcp-server#model-context-protocol#overfitting#python#quant#quantitative-finance#reproducibility#risk-management#trading#trading-strategies

Lint rule: `resample(label="left", closed="right")` stamps a bin's last value at its start 25 days ago

good first issue lint

NeoZorK/Monte-Neo

8

Independent verifier for trading strategies written by AI agents and humans: catches look-ahead bias, hidden costs and overfitting. MCP server, CLI, GitHub Action, signed certificates.

Python

#ai-agents#algorithmic-trading#backtest-verification#backtesting#claude-code#deflated-sharpe-ratio#github-action#llm-tools#look-ahead-bias#mcp#mcp-server#model-context-protocol#overfitting#python#quant#quantitative-finance#reproducibility#risk-management#trading#trading-strategies

Honest control: group-wise expanding statistics with `groupby().expanding()` 25 days ago

good first issue trap

NeoZorK/Monte-Neo

8

Independent verifier for trading strategies written by AI agents and humans: catches look-ahead bias, hidden costs and overfitting. MCP server, CLI, GitHub Action, signed certificates.

Python

#ai-agents#algorithmic-trading#backtest-verification#backtesting#claude-code#deflated-sharpe-ratio#github-action#llm-tools#look-ahead-bias#mcp#mcp-server#model-context-protocol#overfitting#python#quant#quantitative-finance#reproducibility#risk-management#trading#trading-strategies

Trap: two-sided trend filters (Hodrick-Prescott, seasonal decomposition) 25 days ago

good first issue trap

NeoZorK/Monte-Neo

8

Independent verifier for trading strategies written by AI agents and humans: catches look-ahead bias, hidden costs and overfitting. MCP server, CLI, GitHub Action, signed certificates.

Python

#ai-agents#algorithmic-trading#backtest-verification#backtesting#claude-code#deflated-sharpe-ratio#github-action#llm-tools#look-ahead-bias#mcp#mcp-server#model-context-protocol#overfitting#python#quant#quantitative-finance#reproducibility#risk-management#trading#trading-strategies

Trap: zero-phase filters (`scipy.signal.filtfilt`, `savgol_filter`) used as a "smoother" 25 days ago

good first issue trap

NeoZorK/Monte-Neo

8

Independent verifier for trading strategies written by AI agents and humans: catches look-ahead bias, hidden costs and overfitting. MCP server, CLI, GitHub Action, signed certificates.

Python

#ai-agents#algorithmic-trading#backtest-verification#backtesting#claude-code#deflated-sharpe-ratio#github-action#llm-tools#look-ahead-bias#mcp#mcp-server#model-context-protocol#overfitting#python#quant#quantitative-finance#reproducibility#risk-management#trading#trading-strategies

Trap: rolling window computed over the whole table instead of per symbol 25 days ago

good first issue trap

NeoZorK/Monte-Neo

8

Independent verifier for trading strategies written by AI agents and humans: catches look-ahead bias, hidden costs and overfitting. MCP server, CLI, GitHub Action, signed certificates.

Python

#ai-agents#algorithmic-trading#backtest-verification#backtesting#claude-code#deflated-sharpe-ratio#github-action#llm-tools#look-ahead-bias#mcp#mcp-server#model-context-protocol#overfitting#python#quant#quantitative-finance#reproducibility#risk-management#trading#trading-strategies

NeoZorK/Monte-Neo

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