Static analyzer flagging lookahead bias & data leakage in ML/trading code before backtest.
Squawk for backtests. A local-first MCP server that static-analyzes agent-generated Python code and flags lookahead bias & data leakage before the backtest runs. Works for any time-series ML code — quant trading (crypto, equities, forex, futures), demand forecasting, energy, weather, IoT sensors — wherever a wrong or a global normalization silently poisons your results. Pure source analysis…
Verification confirms publisher identity (repo ownership), not code safety. The security scan covers known CVEs and suspicious install scripts — it cannot prove the absence of malicious code.
Squawk for backtests. A local-first MCP server that static-analyzes agent-generated Python code and flags lookahead bias & data leakage before the backtest runs. Works for any time-series ML code — quant trading (crypto, equities, forex, futures), demand forecasting, energy, weather, IoT sensors — wherever a wrong or a global normalization silently poisons your results. Pure source analysis (libcst) — your code never leaves the machine, no API calls. Heuristic, not a proof: severity tiers (🔴…