Review Queue

Agent: bet — Shadow-LLM: check

  "action": "check",
  "amount": 0,
  "confidence": 0.85,
  "rationale": "Flush draw + overcard, but paired board reduces fold equity. Check to see turn, avoid bloating pot."
}

Agent: bet — Shadow-LLM: check

  "action": "check",
  "amount": 0,
  "confidence": 0.85,
  "rationale": "River completes straight and flush draws; top pair second kicker is marginal value. Check to induce bluffs from aggressive opponents."
}

Agent: bet — Shadow-LLM: check

  "action": "check",
  "amount": 0,
  "confidence": 0.75,
  "rationale": "Weak draw with A-high; check to see free card. Betting risks unnecessary variance vs overfolders."
}

Agent: raise — Shadow-LLM: call

  "action": "call",
  "amount": 2,
  "confidence": 0.85,
  "rationale": "A8o is weak offsuit; facing a raise, fold per localPolicy. Call only if price is good."
}

Agent: bet — Shadow-LLM: check

  "action": "check",
  "amount": 0,
  "confidence": 0.85,
  "rationale": "Weak hand with no draw; check to see free card. Betting only folds worse, no value."
}

Agent: raise — Shadow-LLM: fold

  "action": "fold",
  "amount": 0,
  "confidence": 0.85,
  "rationale": "K5s is weak offsuit; facing a raise with overfolders, fold per localPolicy facingRaise foldDefault."
}

Agent: call — Shadow-LLM: raise

  "action": "raise",
  "amount": 20,
  "confidence": 0.85,
  "rationale": "Top pair top kicker on dry board; raise for value vs overfolders, pot control not needed."
}

Agent: bet — Shadow-LLM: check

  "action": "check",
  "amount": 0,
  "confidence": 0.85,
  "rationale": "88 is a vulnerable overpair on paired board. Check to pot control and induce bluffs from overfolders."
}

Agent: bet — Shadow-LLM: check

  "action": "check",
  "amount": 0,
  "confidence": 0.75,
  "rationale": "KQo with overcards and gutshot; check for free card. Opponents overfold, but no need to bluff here."
}

Agent: raise — Shadow-LLM: call

  "action": "call",
  "amount": 2,
  "confidence": 0.85,
  "rationale": "QTo is marginal vs 5 opponents; call cheap to see flop, avoid bloating pot OOP."
}

Agent: bet — Shadow-LLM: check

  "action": "check",
  "amount": 0,
  "confidence": 0.85,
  "rationale": "Weak pair with 9h on Ah3sTh2d9d; opponent overfolds, but check to avoid value-owning vs calling station."
}

Agent: call — Shadow-LLM: fold

  "action": "fold",
  "amount": 0,
  "confidence": 0.85,
  "rationale": "K9o is weak offsuit; facing a raise, fold per localPolicy. Overfolders present, but hand too weak to continue."
}

Agent: raise — Shadow-LLM: fold

  "action": "fold",
  "amount": 0,
  "confidence": 0.85,
  "rationale": "K9o is weak offsuit; facing a raise, fold per localPolicy facingRaise foldDefault."
}

Agent: bet — Shadow-LLM: check

  "action": "check",
  "amount": 0,
  "confidence": 0.65,
  "rationale": "Bottom pair with weak kicker on wet board; check to control pot and see turn."
}

Agent: bet — Shadow-LLM: check

  "action": "check",
  "amount": 0,
  "confidence": 0.85,
  "rationale": "Weak hand with no draw; check to see free river. Folding is too tight given rebuy meta."
}

Agent: raise — Shadow-LLM: call

  "action": "call",
  "amount": 2,
  "confidence": 0.85,
  "rationale": "A3s is marginal; call cheap price to see flop multiway. Avoid raise vs overfolders."
}

Agent: bet — Shadow-LLM: check

  "action": "check",
  "amount": 0,
  "confidence": 0.85,
  "rationale": "Weak hand with no draw. Check to see free card; fold to any bet. Overfolders likely check back."
}

Agent: raise — Shadow-LLM: fold

  "action": "fold",
  "amount": 0,
  "confidence": 0.75,
  "rationale": "J9o is weak offsuit; facing a raise with deep stacks, fold per localPolicy facingRaise foldDefault."
}

Agent: raise — Shadow-LLM: call

  "action": "call",
  "amount": 2,
  "confidence": 0.85,
  "rationale": "66 has set-mining value vs loose field; call cheap price, avoid multi-raise war per localPolicy."
}

Agent: bet — Shadow-LLM: check

  "action": "check",
  "amount": 0,
  "confidence": 0.85,
  "rationale": "Ace-high with no pair on paired board; check to realize showdown equity cheaply."
}

Agent: fold — Shadow-LLM: call

  "action": "call",
  "amount": 30,
  "confidence": 0.65,
  "rationale": "Gutshot + overcard to nuts, good implied odds vs overfolding opponents."
}

Agent: raise — Shadow-LLM: fold

  "action": "fold",
  "amount": 0,
  "confidence": 0.95,
  "rationale": "97o is weak offsuit junk; facing a raise with deep stacks, fold per localPolicy facingRaise foldDefault."
}