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Claude 4 Opus QuintAce MCP
C
Coach
My student played this hand last night. He had K♦J♣ on a 8♥T♣Q♣ flop, facing a 600 c-bet into 1100. He called. Was that correct?
A
Claude
I'll analyze this hand using QuintAce MCP. Let me run the full analysis pipeline.
MCP Tools
create_game_handHand loaded into session
solver_toolStrategy analysis complete
equity_calculator_toolHand equity: 57.9%
range_tool184 combos analyzed
blocker_tool92 opponent combos blocked
decision_analysis_toolAI coaching generated
AI Verdict
✓ Call — 100% Optimal
Your student's call was correct. With an open-ended straight draw plus backdoor clubs, K♦J♣ has 57.9% equity against the BTN's betting range — well above the 26.1% breakeven threshold. QuintAce GTO AI confirms: call is the only correct action here, with +7.03 BB expected value.
Claude 4 Opus QuintAce MCP
Hero K♦J♣ | Board 8♥T♣Q♣ | BB vs BTN200BB DeepPot: 17 BB
QuintAce GTO AI
Call — 100%
Pure Strategy
callraise 13.6raise 17.5raise 23.2fold
Equity Analysis
57.9% hand equity
26.1% breakeven
+7.03BB expected value
Range vs Range48.6% vs 51.4%
Equity Realization71.5%
BB Range Composition (184 combos)
Call
53%
97 combos
Fold
45%
82 combos
Raise
2.5%
~4 combos
BTN Betting Range (102 combos)
Pure high cards27%
High cards + gutshot25%
Top pair / weak kicker7%
Blocker Impact — K♦ J♣
Value hands
46 blocked−13.8%
Trash hands
33 blocked−8.3%
Total blocked
92 / 1,076
K♦
Blocks value hands
(KQ, KT, AK combos)
J♣
Removes club draws
(flush draw combos)
QuintAce GTO AI Confirms: Call 100%
EV: +7.03 BB
Claude 4 Opus QuintAce MCP
HeroK♦J♣
Board8♥ T♣ Q♣
NLHE Heads-Up, 200BB Deep
BB vs BTN • Pot: 17 BB
Facing 6 BB c-bet
AI Coaching Verdict
Optimal Play: Call (100%)
QuintAce GTO AI confirms — call is the only correct action.
Coaching Analysis

Why calling is correct — 3 key reasons:

1. Favorable Pot Odds & Direct Equity
Facing a 6 BB c-bet into an 11 BB pot, you're getting 2.83:1 pot odds — requiring only 26.1% equity to break even. With an open-ended straight draw and backdoor club potential, your 57.9% equity comfortably exceeds this threshold.
2. No Fold Equity to Raise
On this semi-connected, Queen-high, two-tone board, villain's range hits strongly. Raising with just an OESD lacks the fold equity needed for a profitable semi-bluff.
3. SPR Control & Protection
The AI's raising range is extremely tight (< 3%). Calling controls the SPR and safely takes you to the turn.
Calling controls the SPR, realizes your equity, and safely takes you to the turn. Your student played this perfectly.
Visual Evidence
Hand Equity
57.9%equity
Breakeven: 26.1%
AI Frequencies
Call
100%
Raise
Fold
EV: +7.03 BB
Blocker Effects
K♦Blocks 13.8%
of value hands
J♣Removes 8.3%
of club draws
Net: villain's range is
weaker than average
Claude 4 Opus QuintAce MCP
C
Coach Tom
Pull Sarah's session from last night and show me her biggest leaks. She said she ran bad but I want to see the actual numbers.
A
Claude
Pulling Sarah's session data now.
MCP Tools
get_player_hands247 hands loaded
get_player_statsSession statistics computed
mistake_analysis_tool3 leaks identified, $ cost estimated
247
Hands
-$100
Leak Cost
72
Rank Score
+$38
Session P&L
Top 3 Leaks by $ Cost
1
Overcalling river bets
-$47/session
Called 6 of 8 river bets with marginal holdings. AI recommends folding 4 of those 6.
▶ River defense drill ready
2
SB 3-bet frequency too low
-$31/session
3-bet 4% from SB vs CO/BTN opens. AI-recommended range: 12%.
▶ SB 3-bet drill ready
3
Bet sizing on wet boards
-$22/session
Using 33% pot c-bet on connected/two-tone flops. AI recommends 66-75%.
▶ Sizing drill ready
Good news: Sarah actually won $38 despite these leaks. The $100/session in leaks represents clear improvement opportunity. Fixing just leak #1 would add ~$47/session to her win rate. Want me to adjust the recommendations for her specific player pool?
Claude 4 Opus QuintAce MCP
⇧ Earlier: session data pulled, 3 leaks identified
A
Claude
Here's Sarah's session from last night — 247 hands at $1/$2 live. I found 3 significant leaks:
1
Overcalling river bets with marginal hands-$47/sessionDrill ready
2
Not 3-betting enough from SB vs CO/BTN-$31/sessionDrill ready
3
Bet sizing errors on wet boards-$22/sessionDrill ready
Total estimated cost: -$100/session. I recommend starting with Leak #1 — the river overcalling is her most expensive pattern.
C
Coach Tom
Good analysis. But here's the thing — Sarah plays $1/$2 live at the Bellagio. These players never fold rivers. The AI says she's overcalling, but in her pool, she should actually be calling wider on rivers because villains are massively underbluffing.

Change leak #1: don't focus on folding rivers. Instead, focus on value betting thicker on rivers — if they never fold, she should be going for thin value way more often. That's where the money is in her pool.

Keep leaks #2 and #3 as-is. Those are genuine leaks at any level.
A
Claude
Great call. You're right — the AI analysis assumes balanced opponents, but live $1/$2 pools at Bellagio skew heavily toward calling stations on rivers. I've adjusted Sarah's coaching plan:
Coach Override — Leak #1
AI found: Overcalling river bets (-$47/session)
Coach adjusted: In Sarah's $1/$2 live pool, opponents underbluff rivers. Instead of folding more, focus on value betting thicker on rivers to exploit the calling station tendency.
✓ Updated coaching plan for Sarah
Leak #1 (adjusted): River value betting — go for thin value against opponents who won't fold. Target: bet 3 more rivers per session with top pair+.
Leak #2: SB 3-bet frequency vs CO/BTN — she's 3-betting 4% when AI recommends 12%.
Leak #3: Wet board sizing — using 33% pot when 66-75% is optimal.
Thin Value River Betting
25 river spots from Sarah's session — recalibrated for live pool tendencies
Ready to assign
Want me to send this weekly review to Sarah's Discord channel? I'll include your coaching notes and the drill link.
CT
PK
2+
Coach Tom's Poker Partner
Community
# general
# introductions
Coaching
# weekly-reviews
# hand-review
# strategy-tips
Play Together
# leaderboard
# session-results
CT
#weekly-reviewsWeekly coaching reviews from Coach Tom. Practice drills linked.
QA
QuintAceBotToday at 10:15 AM
CT
Coach Tom's Weekly Review
Sarah's Session Review — March 7
247 hands played • Rank Score: 72 • Session P&L: +$38
3 key leaks identified. Total leak cost: -$100/session
Top Leaks
1.River value betting (adjusted)-$47
2.SB 3-bet frequency too low-$31
3.Bet sizing on wet boards-$22
Coach Tom's Notes
"Sarah plays $1/$2 live at Bellagio where players never fold rivers. Instead of folding more, focus on value betting thicker — go for thin value with top pair+ against these calling stations."
Practice: Thin Value River Betting (25 spots)
🔥 4
👍 3
🧠 2
MK
Mike_KToday at 10:22 AM
QuintAceSarah's Session Review — March 7
I have the exact same river problem at my $1/$2 game. Coach, would the "value bet thicker" advice apply to Planet Hollywood too? Players there are even more stationy.
CT
Coach TomToday at 10:25 AM
Mike_KI have the exact same river problem at my $1/$2...
Absolutely. PH is even more call-heavy than Bellagio at low stakes. Same principle applies — thin value is your biggest source of missed profit in live low stakes. Run the same drill Sarah got, it'll hit the right spots.
JL
jenny_lToday at 10:31 AM
Just ran the drill — got 18/25 right. The spots where I folded river instead of value betting were eye-opening. Never thought about thin value this way before. Thanks coach!

Your Weekly Coaching Workflow

AI handles the heavy lifting. You add the judgment that makes you irreplaceable.

1
Student Plays
Happens automatically
  • Plays hands on QuintAce or imports from real sessions
  • Competes on community leaderboard
  • Runs drills you assigned
  • Gets instant AI feedback after each hand
Automatic
QuintAce handles it
2
You Review
Your weekly check-in
  • Ask Claude: "Pull Sarah's session"
  • AI identifies top 3 leaks with $ cost
  • See session stats, Rank Score, trends
  • Drill recommendations ready to assign
~15 minutes
MCP tools do the analysis
3
You Add Context
Your irreplaceable edge
  • Adjust for the student's specific pool
  • "They never fold rivers at $1/$2 live"
  • Override AI recs with real-world judgment
  • AI updates the coaching plan instantly
~5 minutes
Your brain does this
4
You Deliver
One click to Discord
  • Post weekly review to your Discord
  • Includes your coaching notes
  • Drill link assigned to student's app
  • Community sees it, learns from it
~2 minutes
Discord bot does this
5
Student Improves
The loop closes
  • Runs the assigned drill in QuintAce
  • Sees improvement in Rank Score
  • Shares progress with community
  • Plays more hands — loop repeats
Automatic
QuintAce handles it
~22 min
Your time per student per week
80%
Handled by AI
20%
Your irreplaceable judgment
Students get personalized coaching. You scale without burnout.
The AI handles analysis, drills, and practice. You add the pool-specific judgment,
the accountability, and the community that no AI can replace.
Automatic (QuintAce)
Your involvement
For illustration purposes only. Data and results shown will be revised with real QuintAce GTO AI outputs.