PromptCore Labs Architecture

flowchart LR
    classDef gov fill:#0f172a,stroke:#38bdf8,stroke-width:1.5px,color:#ffffff;
    classDef eng fill:#0c2340,stroke:#60a5fa,stroke-width:1.5px,color:#ffffff;
    classDef sys fill:#064e3b,stroke:#34d399,stroke-width:1.5px,color:#ffffff;
    classDef audit fill:#2e1065,stroke:#c084fc,stroke-width:1.5px,color:#ffffff;

    A["1. Foundation & Governance
AGENTS.md • ADRs 0001–0010"]:::gov ==> B["2. Bootstrap & Onboarding
STATE.md • Handoff Protocol"]:::eng
    B ==> C["3. Memória Dual & RAG
PGVector memory.* + Warm/Cold"]:::audit
    C ==> D["4. Personas & Squad IA
/cortex • /laya • 15 Agentes"]:::eng
    D ==> E["5. Runtime & Fast-Path
OmniRoute :20130 • Ollama :11434"]:::sys
    E ==> F["6. PCL Cockpit & Verticais
Dashboard :3001 • Projetos B2B"]:::gov
        

sequenceDiagram
    autonumber
    actor Operador as 👑 Operador Humano (Soberano)
    participant Laya as ⚡ Laya CPU (:20140)
    participant Planner as 📋 Planner / Cortex
    participant Builder as 🛠️ Builder
    participant QA as 🧪 QA / Auditor

    Operador->>Laya: Submete demanda no Cockpit (:3001) ou IDE
    Laya-->>Planner: Intention Gating + Triagem SDD (~20–35ms, 0MB VRAM)
    Planner->>Builder: Entrega plano aprovado e tasks rastreáveis
    loop Micro-Loop com Bounded Retries (máx. 3x)
        Builder->>QA: Submete diffs + npm run build (Exit Code 0)
        QA->>QA: Valida testes, UTF-8 puro e conformidade ADR
    end
    alt Sucesso Homologado
        QA->>Operador: Solicita assinatura soberana do Stage Gate
        Operador->>QA: Sela aprovação auditável em STATE.md
    else Rejeitado no Gate
        QA->>Builder: Devolve diagnóstico determinístico para reparo
    end
        

flowchart LR
    classDef gov fill:#0f172a,stroke:#38bdf8,stroke-width:1.5px,color:#ffffff;
    classDef sys fill:#064e3b,stroke:#34d399,stroke-width:1.5px,color:#ffffff;
    classDef eng fill:#0c2340,stroke:#60a5fa,stroke-width:1.5px,color:#ffffff;
    classDef audit fill:#2e1065,stroke:#c084fc,stroke-width:1.5px,color:#ffffff;
    classDef alert fill:#451a03,stroke:#fbbf24,stroke-width:1.5px,color:#ffffff;

    subgraph Col1 ["1. Entrada & Curto Prazo"]
        direction TB
        U1["Turno no Cockpit :3001
PII Guard + Prompt Sanitizado"]:::gov
        U2["Sliding Window (ADR-0007)
Últimos 4 Turnos • 8 Mensagens"]:::gov
        U1 --> U2
    end

    subgraph Col2 ["2. Sensor Laya (CPU INT8)"]
        direction TB
        G1["Intention Gating O(1)
~20–35ms • 0 MB VRAM"]:::sys
        G2["Answerability & NLI
Threshold Score >= 0.40"]:::sys
        G1 --> G2
    end

    subgraph Col3 ["3. Camadas Térmicas Físicas"]
        direction TB
        K1["Warm Storage (knowledge/warm)
Specs v3.6 • ADRs • Matriz"]:::eng
        K2["Cold Storage (knowledge/cold)
Hipóteses HIP-001 a HIP-008"]:::alert
        K1 --> K2
    end

    subgraph Col4 ["4. Memória Temporal PGVector"]
        direction TB
        M1["memory.document_chunks
Vetores 768D + Claims Atômicas"]:::audit
        M2["memory.evidence_receipts
Recibos SHA-256 + Pílulas UI"]:::audit
        M1 --> M2
    end

    Col1 ==> Col2 ==> Col3 ==> Col4
        

flowchart LR
    classDef req fill:#0f172a,stroke:#38bdf8,stroke-width:1.5px,color:#ffffff;
    classDef c0 fill:#064e3b,stroke:#34d399,stroke-width:1.5px,color:#ffffff;
    classDef c1 fill:#451a03,stroke:#fbbf24,stroke-width:1.5px,color:#ffffff;
    classDef c2 fill:#2e1065,stroke:#c084fc,stroke-width:1.5px,color:#ffffff;
    classDef out fill:#022c22,stroke:#10b981,stroke-width:1.5px,color:#ffffff;

    subgraph Entrada ["1. Entrada & Triagem CPU"]
        direction TB
        Harness["PCL Cockpit :3001 & IDE
Laya CPU INT8 (0 MB VRAM)"]:::req
        Gateway["Fast-Path SSE & OmniRoute
Cofre AES-256-GCM • Probe 300ms"]:::req
        Harness --> Gateway
    end

    subgraph Tier0 ["2. Rota Primária: Nuvem (GPU 0 MB VRAM)"]
        direction LR
        APIs["Gemini 3.5 Flash-Lite / 3.6 Flash
Stream open-sse via pc-gemini-cloud"]:::c0
        RespCloud["Resposta Fast-Path (~3.4s)
RTX 3050 Livre (0 MB VRAM)"]:::out
        APIs --> RespCloud
    end

    subgraph TierLocal ["3. Contingência Soberana Offline ($0.00)"]
        direction LR
        L1["Ollama Local :11434
Qwen 2.5 Coder 7B (GPU RTX ~4.7GB)"]:::c1
        L2["LM Studio :1234
DeepSeek-V2-Lite MoE (VRAM+RAM)"]:::c2
        RespLocal["Resposta Soberana ($0.00)
100% Offline • Zero Mocks"]:::out
        L1 -.->|"Fallback Nível 2"| L2
        L2 --> RespLocal
    end

    Saida["🎯 Execução Concluída
Pílulas RAG + Telemetria Dual-Plex"]:::out

    Gateway ==>|"1. Rede OK"| APIs
    Gateway -.->|"2. Timeout 300ms"| L1

    RespCloud ==>|"Stream SSE"| Saida
    RespLocal -.->|"Stream Local"| Saida
        

flowchart LR
    classDef gov fill:#0f172a,stroke:#38bdf8,stroke-width:1.5px,color:#ffffff;
    classDef sys fill:#064e3b,stroke:#34d399,stroke-width:1.5px,color:#ffffff;
    classDef alert fill:#451a03,stroke:#fbbf24,stroke-width:1.5px,color:#ffffff;
    classDef audit fill:#2e1065,stroke:#c084fc,stroke-width:1.5px,color:#ffffff;

    subgraph Mon ["1. Sentinela de Rede"]
        direction TB
        W1["watch_network_trigger.ps1
Probe TCP Contínuo (250–300ms)"]:::gov
        W2{"Rede Online?"}:::gov
        W1 --> W2
    end

    subgraph OnState ["2. Estado Online (0 MB VRAM)"]
        direction TB
        O1["Fast-Path SSE / OmniRoute
Gemini 3.5/3.6 • ~3.4s"]:::sys
        O2["GPU RTX 3050 em Repouso
0 MB VRAM • Laya em CPU INT8"]:::sys
        O1 --> O2
    end

    subgraph OffState ["3. Failover Local ($0.00)"]
        direction TB
        F1["on_offline_event.ps1
Ollama Qwen 7B (~4.7GB VRAM)"]:::alert
        F2["Contingência Nível 2
LM Studio DeepSeek MoE (:1234)"]:::audit
        F1 --> F2
    end

    subgraph RestState ["4. Restauração Automática"]
        direction TB
        R1["on_online_event.ps1
ollama stop & lms unload --all"]:::gov
        R2["VRAM 100% Liberada
Retorno Estrito a 0 MB VRAM"]:::sys
        R1 --> R2
    end

    Mon ==>|"Ping OK"| OnState
    Mon -.->|"Queda / Timeout"| OffState
    OffState ==>|"Rede Voltou"| RestState