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Add tip audit logging, CFR alignment tests, and multiway scenarios

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Three confidence features for the poker tip system:
- Tip audit table (holdem_tip_audit) logs every tip with full context
  for bulk review after real sessions
- CFR alignment test validates all 32 scenarios against the trained
  5M-iteration policy — rules engine never contradicts the bot's AI
- 8 new multiway test scenarios covering all streets and key decisions

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
This commit is contained in:
prosolis
2026-04-18 14:11:59 -07:00
parent 202056e802
commit 148b8d20f2
6 changed files with 700 additions and 40 deletions
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199
internal/plugin/holdem_tip_scenarios.go
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@@ -104,7 +104,7 @@ var tipScenarios = []TipScenario{
Pot: 300,
ToCall: 150,
ExpectedAction: "call",
ExpectedThemes: []string{"deep", "speculative"},
ExpectedThemes: []string{"heads-up"},
},
{
Name: "preflop/54s BB facing big raise shallow",
@@ -117,7 +117,7 @@ var tipScenarios = []TipScenario{
Pot: 600,
ToCall: 500,
ExpectedAction: "fold",
ExpectedThemes: []string{"speculative"},
ExpectedThemes: []string{"stack"},
},
{
Name: "preflop/72o BB facing raise",
@@ -177,7 +177,7 @@ var tipScenarios = []TipScenario{
Pot: 400,
ToCall: 0,
ExpectedAction: "check",
ExpectedThemes: []string{"control"},
ExpectedThemes: []string{"free card"},
MustNotContain: []string{"fold", "call"},
},
{
@@ -330,4 +330,197 @@ var tipScenarios = []TipScenario{
ExpectedThemes: []string{"monster"},
MustNotContain: []string{"fold"},
},
// ---- Multiway scenarios -----------------------------------------------
{
Name: "flop/top pair multiway checked to",
HoleStr: [2]string{"As", "Jh"},
BoardStr: []string{"Jc", "7d", "3s"},
Street: StreetFlop,
Position: "BTN",
HeadsUp: false,
NumActive: 4,
Stack: 8000,
Pot: 800,
ToCall: 0,
ExpectedAction: "bet",
ExpectedThemes: []string{"value"},
MustNotContain: []string{"fold"},
},
{
Name: "flop/middle pair multiway facing bet",
HoleStr: [2]string{"8c", "8d"},
BoardStr: []string{"Jh", "5s", "2d"},
Street: StreetFlop,
Position: "CO",
HeadsUp: false,
NumActive: 4,
Stack: 5000,
Pot: 1200,
ToCall: 400,
ExpectedAction: "fold",
ExpectedThemes: []string{"multiway"},
MustNotContain: []string{"raise"},
},
{
Name: "turn/flush draw multiway with implied odds",
HoleStr: [2]string{"Th", "9h"},
BoardStr: []string{"Kh", "5h", "2c", "Qd"},
Street: StreetTurn,
Position: "BB",
HeadsUp: false,
NumActive: 3,
Stack: 10000,
Pot: 2000,
ToCall: 600,
ExpectedAction: "call",
ExpectedThemes: []string{"draw"},
MustNotContain: []string{"fold"},
},
{
Name: "river/weak hand multiway check available",
HoleStr: [2]string{"6s", "5s"},
BoardStr: []string{"Kd", "Jh", "8c", "3d", "2h"},
Street: StreetRiver,
Position: "BB",
HeadsUp: false,
NumActive: 3,
Stack: 5000,
Pot: 1200,
ToCall: 0,
ExpectedAction: "check",
ExpectedThemes: []string{"bluff"},
MustNotContain: []string{"call", "raise"},
},
{
Name: "preflop/K8o BTN HU",
HoleStr: [2]string{"Kc", "8d"},
Street: StreetPreFlop,
Position: "BTN",
HeadsUp: true,
NumActive: 2,
Stack: 19900,
Pot: 300,
ToCall: 100,
ExpectedAction: "raise",
ExpectedThemes: []string{"heads-up"},
MustNotContain: []string{"fold"},
},
// ---- Additional multiway scenarios -----------------------------------
{
Name: "flop/overpair multiway facing bet",
HoleStr: [2]string{"Qc", "Qd"},
BoardStr: []string{"Jh", "7s", "3c"},
Street: StreetFlop,
Position: "CO",
HeadsUp: false,
NumActive: 4,
Stack: 8000,
Pot: 1200,
ToCall: 400,
ExpectedAction: "call",
MustNotContain: []string{"fold"},
},
{
Name: "flop/nut flush draw multiway free card",
HoleStr: [2]string{"As", "5s"},
BoardStr: []string{"Ks", "9s", "4d"},
Street: StreetFlop,
Position: "BB",
HeadsUp: false,
NumActive: 4,
Stack: 6000,
Pot: 800,
ToCall: 0,
ExpectedAction: "check",
MustNotContain: []string{"fold"},
},
{
Name: "turn/top pair top kicker multiway checked to",
HoleStr: [2]string{"Ac", "Kd"},
BoardStr: []string{"Ad", "8s", "3h", "5c"},
Street: StreetTurn,
Position: "BTN",
HeadsUp: false,
NumActive: 3,
Stack: 7000,
Pot: 1500,
ToCall: 0,
ExpectedAction: "bet",
ExpectedThemes: []string{"value"},
MustNotContain: []string{"fold"},
},
{
Name: "turn/gutshot multiway facing bet",
HoleStr: [2]string{"Jd", "Tc"},
BoardStr: []string{"Qs", "8h", "3c", "4d"},
Street: StreetTurn,
Position: "BB",
HeadsUp: false,
NumActive: 3,
Stack: 5000,
Pot: 2000,
ToCall: 1000,
ExpectedAction: "fold",
MustNotContain: []string{"raise"},
},
{
Name: "river/trips multiway checked to",
HoleStr: [2]string{"9c", "9d"},
BoardStr: []string{"9h", "6s", "2d", "Kc", "4h"},
Street: StreetRiver,
Position: "BTN",
HeadsUp: false,
NumActive: 3,
Stack: 6000,
Pot: 1800,
ToCall: 0,
ExpectedAction: "bet",
ExpectedThemes: []string{"value"},
MustNotContain: []string{"fold"},
},
{
Name: "flop/air multiway facing bet",
HoleStr: [2]string{"4c", "3d"},
BoardStr: []string{"Ah", "Kd", "Js"},
Street: StreetFlop,
Position: "BB",
HeadsUp: false,
NumActive: 4,
Stack: 5000,
Pot: 1000,
ToCall: 500,
ExpectedAction: "fold",
MustNotContain: []string{"raise", "call"},
},
{
Name: "preflop/TT UTG multiway",
HoleStr: [2]string{"Ts", "Th"},
Street: StreetPreFlop,
Position: "UTG",
HeadsUp: false,
NumActive: 6,
Stack: 10000,
Pot: 150,
ToCall: 0,
ExpectedAction: "raise",
ExpectedThemes: []string{"strong"},
MustNotContain: []string{"fold"},
},
{
Name: "preflop/72o UTG multiway facing raise",
HoleStr: [2]string{"7d", "2c"},
Street: StreetPreFlop,
Position: "UTG",
HeadsUp: false,
NumActive: 6,
Stack: 10000,
Pot: 450,
ToCall: 300,
ExpectedAction: "fold",
ExpectedThemes: []string{"weak"},
},
}