Work-Out Sim — Monte Carlo idea generator

flowchart TB
    Problem[["🎯 Problem
'deploys take 3 days'"]]

    subgraph Pop["🧬 Population (evolves across sessions)"]
      direction LR
      N1["SRE-nose"]
      N2["New-hire-nose"]
      N3["Finance-nose"]
      N4["Legacy-nose"]
      N5["Skeptic-nose"]
      N6["…variants"]
    end

    Code[("📚 GitNexus
code + graph + history")]

    subgraph Harness["🎲 Monte Carlo harness — N runs"]
      direction TB
      Dice["Shake the dice per run:
• which noses are in the room
• which evidence each pulls
• proposal order
• vote order
• persona temperature
• problem rephrasing"]
      Run["Run the room:
propose → vote → record"]
      Dice --> Run
      Run -->|"×10,000"| Run
    end

    subgraph Dist["📊 Distribution over ideas"]
      direction TB
      Scatter["Frequency × Agreement scatter
(four quadrants below)"]
      Sens["Sensitivity:
which ideas survive if
we remove SRE-nose? etc."]
      Var["Variance flags:
ideas the room couldn't
agree with itself about"]
    end

    Human["🧑 Human
explores the distribution"]

    HumanActs{{"Human actions:
• keep / ignore
• start a branch
• add own idea
• rephrase problem
• spawn / retire a nose"}}

    subgraph Sakana["🧬 Sakana loop — mutates the population"]
      direction TB
      F1["Proposer fitness
does this nose surface
ideas the human keeps?"]
      F2["Catalyst fitness
does this nose's presence
shift the distribution
toward kept ideas?"]
      F3["Judge fitness
do this nose's votes
correlate with human's picks?"]
      F4["Gap signal
human-added ideas
no nose found → spawn new lens"]
      Mut["Mutate / prune / spawn:
prompts, search strategies,
priors, temperature"]
      F1 --> Mut
      F2 --> Mut
      F3 --> Mut
      F4 --> Mut
    end

    Problem --> Harness
    Pop --> Harness
    Code -.grounds every run.-> Harness
    Harness --> Scatter
    Harness --> Sens
    Harness --> Var
    Scatter --> Human
    Sens --> Human
    Var --> Human
    Human --> HumanActs
    HumanActs --> F1
    HumanActs --> F2
    HumanActs --> F3
    HumanActs --> F4
    Mut -.next session.-> Pop

    classDef problem fill:#3b2a0a,stroke:#d97706,color:#fde68a;
    classDef human fill:#0b2a3f,stroke:#38bdf8,color:#e0f2fe;
    classDef harness fill:#2a0f24,stroke:#ec4899,color:#fce7f3;
    classDef dist fill:#2a2208,stroke:#ca8a04,color:#fef3c7;
    classDef pop fill:#0a2416,stroke:#16a34a,color:#dcfce7;
    classDef sakana fill:#0a2416,stroke:#16a34a,color:#dcfce7;

    class Problem problem;
    class Human,HumanActs human;
    class Harness,Dice,Run harness;
    class Dist,Scatter,Sens,Var dist;
    class Pop,N1,N2,N3,N4,N5,N6 pop;
    class Sakana,F1,F2,F3,F4,Mut sakana;