feat(agents): hand-crafted adversarial with heuristic checks

Implementa AdversarialAgent con check euristici hand-crafted:
no_trades (HIGH), degenerate (HIGH), overtrading/undertrading (MEDIUM).
Severity come StrEnum (UP042 clean), pipeline AST -> compile -> backtest
-> findings allineata a FalsificationAgent.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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2026-05-09 20:07:56 +02:00
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import numpy as np
import pandas as pd
import pytest
from multi_swarm.agents.adversarial import AdversarialAgent, AdversarialReport, Severity
from multi_swarm.protocol.parser import parse_strategy
@pytest.fixture
def ohlcv() -> pd.DataFrame:
idx = pd.date_range("2024-01-01", periods=500, freq="1h", tz="UTC")
close = 100 + np.cumsum(np.random.RandomState(0).normal(0.0, 1.0, 500))
return pd.DataFrame(
{
"open": close,
"high": close + 0.5,
"low": close - 0.5,
"close": close,
"volume": 1.0,
},
index=idx,
)
def test_degenerate_always_long_flagged(ohlcv: pd.DataFrame) -> None:
src = "(strategy (when (gt (feature close) -1e9) (entry-long)))"
ast = parse_strategy(src)
agent = AdversarialAgent()
report = agent.review(ast, ohlcv)
assert isinstance(report, AdversarialReport)
assert any(f.name == "degenerate" and f.severity == Severity.HIGH for f in report.findings)
def test_no_findings_on_reasonable_strategy(ohlcv: pd.DataFrame) -> None:
src = (
"(strategy "
"(when (gt (indicator rsi 14) 70.0) (entry-short)) "
"(when (lt (indicator rsi 14) 30.0) (entry-long)))"
)
ast = parse_strategy(src)
agent = AdversarialAgent()
report = agent.review(ast, ohlcv)
high_findings = [f for f in report.findings if f.severity == Severity.HIGH]
assert len(high_findings) == 0
def test_zero_trade_strategy_flagged(ohlcv: pd.DataFrame) -> None:
src = "(strategy (when (gt (feature close) 1e9) (entry-long)))"
ast = parse_strategy(src)
agent = AdversarialAgent()
report = agent.review(ast, ohlcv)
assert any(f.name == "no_trades" for f in report.findings)