Map-llms.txt | full map of ecosystem

BIThub Maps.txt


0. Map Reading Rule

Do not treat every arrow as automation.

Some arrows mean:

  • direct execution
  • possible reuse
  • reference path
  • permissioned access
  • manual refinement
  • workflow-specific behavior
  • documentation relationship

When a map says “may become,” it means the item can be refined into reusable knowledge. It does not mean automatic conversion.


1. Canonical Ecosystem Identity Map

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flowchart LR
    H["BIThub<br/>forum + workspace layer<br/>discussion, coordination, workflows"]:::hub
    W["BITwiki<br/>knowledge layer<br/>codex, references, structured memory"]:::wiki
    C["BITCORE<br/>cognition layer<br/>AI surfaces, reasoning, workflows"]:::core
    P["Community<br/>humans, builders, testers, operators"]:::human
    S["Corebit Systems<br/>project / stewardship layer"]:::steward

    P --> H
    H --> W
    H --> C
    C --> H
    W --> H
    S -. builds / maintains / connects .-> H
    S -. supports .-> W
    S -. supports .-> C

    classDef hub fill:#081a29,stroke:#28d7ff,color:#f8fafc,stroke-width:2.4px;
    classDef wiki fill:#efe2ca,stroke:#8b6b4a,color:#2b2118,stroke-width:2.2px;
    classDef core fill:#151321,stroke:#ad8cff,color:#f8fafc,stroke-width:2.2px;
    classDef human fill:#0f172a,stroke:#7aa2ff,color:#f8fafc,stroke-width:1.8px;
    classDef steward fill:#241b12,stroke:#f59e0b,color:#f8fafc,stroke-width:1.8px;

    class H hub;
    class W wiki;
    class C core;
    class P human;
    class S steward;

2. Core Loop

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flowchart LR
    U(["User / Task / Resource"]):::human
    B["BIThub<br/>live interaction layer"]:::hub
    C["BITCORE<br/>reasoning + workflow layer"]:::core
    O["Reusable Output<br/>answer, guide, artifact, workflow seed"]:::output
    W["BITwiki<br/>durable knowledge layer"]:::wiki

    U --> B
    B --> C
    C --> O
    B --> W
    O -. may be refined into .-> W
    W -. reusable context .-> B

    classDef human fill:#0f172a,stroke:#7aa2ff,color:#f8fafc,stroke-width:1.8px;
    classDef hub fill:#081a29,stroke:#28d7ff,color:#f8fafc,stroke-width:2.6px;
    classDef wiki fill:#efe2ca,stroke:#8b6b4a,color:#2b2118,stroke-width:2.2px;
    classDef core fill:#151321,stroke:#ad8cff,color:#f8fafc,stroke-width:2.2px;
    classDef output fill:#10251f,stroke:#34d399,color:#f8fafc,stroke-width:2px;

    class U human;
    class B hub;
    class W wiki;
    class C core;
    class O output;

3. Category Tree

BIThub
├── Start / Orientation
│   ├── Welcome
│   ├── Introduction
│   ├── About us
│   ├── Prices
│   ├── Glossary
│   └── Platform FAQ
│
├── Community Spaces
│   ├── Community
│   │   ├── Resources
│   │   └── n8n
│   ├── Marketplace
│   │   ├── Hardware
│   │   ├── Software
│   │   ├── BioTech
│   │   └── Systems
│   ├── Private
│   ├── Temporary
│   └── Anon
│
├── Knowledge Surfaces
│   ├── Guides
│   ├── Publications
│   ├── Artifacts
│   │   ├── Datasets
│   │   ├── Prompts
│   │   ├── Index
│   │   └── Skills
│   └── Ontology
│
├── AI Surfaces
│   ├── Constructs
│   ├── Nodes
│   ├── COREs
│   │   ├── Hegel
│   │   ├── Fractal
│   │   ├── Aletheia
│   │   ├── BITCORE
│   │   └── Satoshi
│   └── Workspaces
│
├── Platform / Governance
│   ├── Changelog
│   ├── RFC
│   ├── BIP
│   └── Labs
│
└── Signal / Feed Surfaces
    ├── RSS Feeds
    │   ├── AI-Feeds
    │   └── ScienceDaily
    └── BITCOREOS

4. Category Mindmap

mindmap
  root((BIThub))
    Start
      Welcome
      Introduction
      About
      Prices
      FAQ
      Glossary
    Community
      Discussion
      Resources
      n8n
      Marketplace
      Private
      Temporary
      Anon
    Knowledge
      Guides
      Publications
      Artifacts
        Datasets
        Prompts
        Index
        Skills
      Ontology
    AI
      Constructs
      Nodes
      COREs
        Hegel
        Fractal
        Aletheia
        BITCORE
        Satoshi
      Workspaces
    Platform
      Changelog
      RFC
      BIP
      Labs
    Feeds
      RSS
      AI-Feeds
      ScienceDaily
      BITCOREOS

5. Category Role Map

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flowchart TB
    B["BIThub"]:::root

    subgraph START["Start / Orientation"]
      WEL["Welcome"]:::start
      INTRO["Introduction"]:::start
      FAQ["FAQ / Glossary"]:::start
      PRICE["Prices / Access"]:::start
    end

    subgraph HUMAN["Human Collaboration"]
      COM["Community"]:::human
      RES["Resources"]:::human
      MKT["Marketplace"]:::human
      PRIV["Private"]:::private
      TEMP["Temporary"]:::private
      ANON["Anon"]:::private
    end

    subgraph KNOW["Knowledge Production"]
      GUIDES["Guides"]:::knowledge
      PUB["Publications"]:::knowledge
      ART["Artifacts"]:::knowledge
      ONT["Ontology"]:::knowledge
    end

    subgraph AI["AI Execution Surfaces"]
      CON["Constructs"]:::ai
      NODE["Nodes"]:::ai
      CORE["COREs"]:::ai
      WORK["Workspaces"]:::ai
    end

    subgraph GOV["Platform Governance"]
      RFC["RFC"]:::gov
      BIP["BIP"]:::gov
      LAB["Labs"]:::gov
      CHG["Changelog"]:::gov
    end

    subgraph FEEDS["Signal Sources"]
      RSS["RSS Feeds"]:::feed
      BOS["BITCOREOS"]:::feed
    end

    B --> START
    B --> HUMAN
    B --> KNOW
    B --> AI
    B --> GOV
    B --> FEEDS

    classDef root fill:#0b1627,stroke:#67e8f9,color:#f8fafc,stroke-width:2.6px;
    classDef start fill:#111827,stroke:#94a3b8,color:#f8fafc,stroke-width:1.5px;
    classDef human fill:#102033,stroke:#60a5fa,color:#f8fafc,stroke-width:1.6px;
    classDef private fill:#241b12,stroke:#f59e0b,color:#f8fafc,stroke-width:1.6px;
    classDef knowledge fill:#10251f,stroke:#34d399,color:#f8fafc,stroke-width:1.6px;
    classDef ai fill:#1b1730,stroke:#a78bfa,color:#f8fafc,stroke-width:1.6px;
    classDef gov fill:#2a1f14,stroke:#f97316,color:#f8fafc,stroke-width:1.6px;
    classDef feed fill:#172554,stroke:#38bdf8,color:#f8fafc,stroke-width:1.6px;

    class B root;
    class WEL,INTRO,FAQ,PRICE start;
    class COM,RES,MKT human;
    class PRIV,TEMP,ANON private;
    class GUIDES,PUB,ART,ONT knowledge;
    class CON,NODE,CORE,WORK ai;
    class RFC,BIP,LAB,CHG gov;
    class RSS,BOS feed;

6. Knowledge Hardening Flow

Not every post becomes infrastructure.

Useful signal can be refined into reusable knowledge.

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flowchart LR
    A["Post / Question / Claim / Resource"]:::input
    B["Discussion / Testing / Feedback"]:::hub
    C{"Reusable Signal?"}:::gate

    D["Answer"]:::soft
    G["Guide"]:::hard
    R["Artifact"]:::hard
    O["Ontology Entry"]:::hard
    F["Workflow Seed"]:::hard
    W["BITwiki / durable memory"]:::wiki

    A --> B --> C
    C -- no / not yet --> D
    C -- documentation value --> G
    C -- reusable file / method --> R
    C -- definition / schema --> O
    C -- repeatable process --> F

    G --> W
    R --> W
    O --> W
    F --> W

    W -. returns as context .-> B

    classDef input fill:#0f172a,stroke:#7aa2ff,color:#f8fafc,stroke-width:1.6px;
    classDef hub fill:#081a29,stroke:#28d7ff,color:#f8fafc,stroke-width:2.4px;
    classDef gate fill:#1f2937,stroke:#facc15,color:#f8fafc,stroke-width:2px;
    classDef soft fill:#111827,stroke:#94a3b8,color:#f8fafc,stroke-width:1.4px;
    classDef hard fill:#10251f,stroke:#34d399,color:#f8fafc,stroke-width:1.8px;
    classDef wiki fill:#efe2ca,stroke:#8b6b4a,color:#2b2118,stroke-width:2px;

    class A input;
    class B hub;
    class C gate;
    class D soft;
    class G,R,O,F hard;
    class W wiki;

7. Knowledge Surface Matrix

Surface Function Use when Output
Community Discussion, questions, collaboration The idea is still forming Thread, answer, debate
Guides Onboarding and instructions The process must be taught Reference guide
Artifacts Reusable resources The output can be reused directly Prompt, dataset, template, skill
Ontology Definitions and structure The concept needs formalization Term, schema, relation
Publications Curated public writing The work is polished enough to publish Article, essay, research post
BITwiki Durable codex The knowledge should persist as reference Canonical page / structured memory

8. AI Surface Map

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flowchart TB
    T(["Task"]):::root

    T --> B["AI Bot / Construct<br/>direct reasoning or assistance"]:::construct
    T --> N["Node<br/>narrow command-style workflow"]:::node
    T --> C["CORE<br/>staged multi-output workflow"]:::core
    T --> W["Workspace<br/>app-like focused environment"]:::workspace
    T --> P["Private Topic<br/>human-directed multi-agent context"]:::private

    B --> OB["Reply / draft / critique / synthesis"]:::out
    N --> ON["Scoped execution / logs / result"]:::out
    C --> OC["Multi-stage thread / Core Seed"]:::out
    W --> OW["Tool output / experiment / interface result"]:::out
    P --> OP["Manual orchestration / accumulated context"]:::out

    classDef root fill:#0b1627,stroke:#67e8f9,color:#f8fafc,stroke-width:2.4px;
    classDef construct fill:#1b1730,stroke:#a78bfa,color:#f8fafc,stroke-width:1.8px;
    classDef node fill:#172554,stroke:#38bdf8,color:#f8fafc,stroke-width:1.8px;
    classDef core fill:#241b12,stroke:#f59e0b,color:#f8fafc,stroke-width:1.8px;
    classDef workspace fill:#10251f,stroke:#34d399,color:#f8fafc,stroke-width:1.8px;
    classDef private fill:#2a1f14,stroke:#f97316,color:#f8fafc,stroke-width:1.8px;
    classDef out fill:#111827,stroke:#94a3b8,color:#f8fafc,stroke-width:1.4px;

    class T root;
    class B construct;
    class N node;
    class C core;
    class W workspace;
    class P private;
    class OB,ON,OC,OW,OP out;

9. AI Surface Decision Chart

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flowchart TD
    A["What do you need?"]:::gate

    A --> B{"Normal reasoning,<br/>drafting, explaining,<br/>summarizing?"}
    B -- yes --> BOT["Use Construct / AI Bot"]:::tool

    B -- no --> C{"One narrow,<br/>repeatable command?"}
    C -- yes --> NODE["Use Node"]:::tool

    C -- no --> D{"Multi-stage reasoning<br/>from one seed post?"}
    D -- yes --> CORE["Use CORE"]:::tool

    D -- no --> E{"App-like tool,<br/>visual interface,<br/>granular environment?"}
    E -- yes --> WORK["Use Workspace"]:::tool

    E -- no --> F["Use Community or Private topic<br/>then refine manually"]:::fallback

    classDef gate fill:#0f172a,stroke:#38bdf8,color:#f8fafc,stroke-width:2px;
    classDef tool fill:#151321,stroke:#a78bfa,color:#f8fafc,stroke-width:1.8px;
    classDef fallback fill:#111827,stroke:#94a3b8,color:#f8fafc,stroke-width:1.5px;

    class A,B,C,D,E gate;
    class BOT,NODE,CORE,WORK tool;
    class F fallback;

10. CORE Execution Sequence

sequenceDiagram
    autonumber
    actor User
    participant Topic as New Core Topic
    participant Core as CORE Workflow
    participant S1 as Stage 1
    participant S2 as Stage 2
    participant S3 as Stage 3
    participant S4 as Stage 4
    participant Thread as Published Thread

    User->>Topic: Create first post with full seed context
    Topic->>Core: Trigger one Core run
    Core->>S1: Frame / extract / initialize
    S1-->>Thread: Publish output 1
    Core->>S2: Inherit original post + stage 1
    S2-->>Thread: Publish output 2
    Core->>S3: Inherit accumulated context
    S3-->>Thread: Publish output 3
    Core->>S4: Resolve / validate / finalize
    S4-->>Thread: Publish final output
    Thread-->>User: Core Seed ready for review and reuse

11. CORE Compounding Model

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flowchart TB
    T["Original Topic<br/>seed prompt"]:::seed
    S1["Stage 1<br/>frame / extract"]:::stage
    S2["Stage 2<br/>expand / challenge"]:::stage
    S3["Stage 3<br/>synthesize / validate"]:::stage
    S4["Stage 4<br/>resolve / publish"]:::stage
    O["Core Seed<br/>completed staged thread"]:::output

    T --> S1

    T --> S2
    S1 --> S2

    T --> S3
    S1 --> S3
    S2 --> S3

    T --> S4
    S1 --> S4
    S2 --> S4
    S3 --> S4

    S4 --> O

    classDef seed fill:#0f172a,color:#ffffff,stroke:#f59e0b,stroke-width:2px;
    classDef stage fill:#111827,color:#ffffff,stroke:#38bdf8,stroke-width:1px;
    classDef output fill:#1e293b,color:#ffffff,stroke:#f59e0b,stroke-width:2px;

    class T seed;
    class S1,S2,S3,S4 stage;
    class O output;

12. Hegel CORE Map

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flowchart LR
    P["Proposition"]:::seed
    T["Thesis<br/>strongest claim"]:::stage
    A["Antithesis<br/>strongest contradiction"]:::stage
    S["Synthesis<br/>higher-order resolution"]:::stage
    X["Antisynthesis<br/>remaining fracture"]:::stage
    O["Dialectical Object"]:::output

    P --> T --> A --> S --> X --> O

    classDef seed fill:#0f172a,color:#ffffff,stroke:#f59e0b,stroke-width:2px;
    classDef stage fill:#111827,color:#ffffff,stroke:#38bdf8,stroke-width:1px;
    classDef output fill:#1e293b,color:#ffffff,stroke:#f59e0b,stroke-width:2px;

    class P seed;
    class T,A,S,X stage;
    class O output;

13. Construct / Persona / Agent Concentric Model

Construct is the full cognitive enclosure.

Persona and Agent are not above the Construct.

They are expressions inside the Construct.

The LLM is the substrate underneath the Construct.

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flowchart TB
    LLM["LLM Substrate<br/>raw model capability"]:::substrate

    subgraph CONSTRUCT["CONSTRUCT<br/>full cognitive enclosure"]
      direction TB

      RULES["Rules / Scope / Ontology<br/>what matters, what is valid, what is allowed"]:::core

      subgraph EXPRESSIONS["Expressions inside the Construct"]
        direction LR
        PERSONA["Persona<br/>user-facing behavior, voice, role presentation"]:::persona
        AGENT["Agent<br/>goal-directed action, tool use, workflow execution"]:::agent
      end

      OUTPUT["Output<br/>answer, action, artifact, workflow result"]:::output
    end

    LLM --> CONSTRUCT
    RULES --> PERSONA
    RULES --> AGENT
    PERSONA --> OUTPUT
    AGENT --> OUTPUT

    classDef substrate fill:#111827,stroke:#94a3b8,color:#f8fafc,stroke-width:1.5px;
    classDef core fill:#151321,stroke:#a78bfa,color:#f8fafc,stroke-width:2.4px;
    classDef persona fill:#172554,stroke:#38bdf8,color:#f8fafc,stroke-width:1.6px;
    classDef agent fill:#241b12,stroke:#f59e0b,color:#f8fafc,stroke-width:1.6px;
    classDef output fill:#10251f,stroke:#34d399,color:#f8fafc,stroke-width:1.8px;

    class LLM substrate;
    class RULES core;
    class PERSONA persona;
    class AGENT agent;
    class OUTPUT output;

14. Construct Boundary Model

┌────────────────────────────────────────────────────────────┐
│ CONSTRUCT                                                   │
│ Full cognitive enclosure                                    │
│                                                            │
│ Defines:                                                    │
│ - reality scope                                             │
│ - logic rules                                               │
│ - relevant context                                          │
│ - valid actions                                             │
│ - output boundaries                                         │
│ - tool permissions                                          │
│                                                            │
│   ┌──────────────────────┐   ┌──────────────────────────┐   │
│   │ PERSONA              │   │ AGENT                    │   │
│   │ visible expression   │   │ action / tool behavior   │   │
│   │ voice / role / tone  │   │ workflow execution       │   │
│   └──────────────────────┘   └──────────────────────────┘   │
│                                                            │
└────────────────────────────────────────────────────────────┘

LLM = substrate below the Construct.
Output = result produced through the Construct boundary.

15. Construct Comparison Matrix

Term Correct position What it controls What it does not mean
LLM Substrate General model capability Not the full AI unit
Construct Whole cognitive enclosure Scope, logic, context, rules, valid actions Not just a persona
Persona Expression inside Construct Voice, role, user-facing behavior Not full cognition
Agent Execution behavior inside Construct Tool use, action loops, goals Not always autonomous
Bot Interface wrapper How users interact with the AI unit Not necessarily a distinct cognition system
CORE Workflow surface Multi-stage reasoning from a seed post Not a normal chatbot
Node Workflow terminal Narrow repeatable execution Not a general assistant
Workspace App-like environment Focused tool interface Not a general thread

16. Access and Trust Map

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flowchart LR
    G["Guest / Public"]:::low
    A["Approved Account"]:::mid
    M["Member Layer"]:::member
    T["Higher Trust / Staff-Approved"]:::high

    G --> A
    A --> M
    M --> T

    G --> GP["Selected public pages<br/>selected demos<br/>selected free tools"]:::surface
    A --> AP["Logged-in participation<br/>basic access where allowed"]:::surface
    M --> MP["Member AI tools<br/>private categories<br/>Nodes<br/>Workspaces<br/>CORE workflows<br/>Marketplace posting"]:::surface
    T --> TP["Higher quota<br/>advanced permissions<br/>restricted workflows"]:::surface

    classDef low fill:#3f1d1d,color:#fff,stroke:#ef4444;
    classDef mid fill:#3b2f14,color:#fff,stroke:#f59e0b;
    classDef member fill:#102a43,color:#fff,stroke:#38bdf8;
    classDef high fill:#143f2a,color:#fff,stroke:#22c55e;
    classDef surface fill:#111827,color:#fff,stroke:#64748b;

    class G low;
    class A mid;
    class M member;
    class T high;
    class GP,AP,MP,TP surface;

17. Public / Private / Admin Oversight Map

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flowchart TB
    U["User"]:::user

    subgraph PUBLIC["Public Scope"]
      P1["Public posts"]:::public
      P2["Public guides / artifacts / ontology"]:::public
      P3["Reusable public knowledge"]:::public
    end

    subgraph PRIVATE["Private / Gated Scope"]
      X1["Private topics / PMs"]:::private
      X2["Private AI context where authorized"]:::private
      X3["Restricted Nodes / COREs / Workspaces"]:::private
    end

    subgraph OVERSIGHT["Platform Oversight"]
      ADM["Admins / moderators / infrastructure operators"]:::admin
      LOG["Logs / moderation / maintenance workflows"]:::admin
    end

    U --> P1 --> P2 --> P3
    U --> X1 --> X2 --> X3

    X1 -. not visible to normal users .-> P1
    X1 --> ADM
    X2 --> ADM
    X3 --> ADM
    ADM --> LOG

    classDef user fill:#0f172a,stroke:#7aa2ff,color:#f8fafc,stroke-width:1.8px;
    classDef public fill:#102033,stroke:#60a5fa,color:#f8fafc,stroke-width:1.6px;
    classDef private fill:#241b12,stroke:#f59e0b,color:#f8fafc,stroke-width:1.6px;
    classDef admin fill:#3f1d1d,stroke:#ef4444,color:#f8fafc,stroke-width:1.8px;

    class U user;
    class P1,P2,P3 public;
    class X1,X2,X3 private;
    class ADM,LOG admin;

18. AI Limit Gate

stateDiagram-v2
    [*] --> Request
    Request --> PermissionCheck
    PermissionCheck --> Denied: no access
    PermissionCheck --> QuotaCheck: allowed
    QuotaCheck --> RetryLater: quota exhausted
    QuotaCheck --> Run: quota available
    Run --> Output
    Output --> Verify
    Verify --> Use
    Verify --> Correct
    Correct --> NewRequest
    Denied --> [*]
    RetryLater --> [*]
    Use --> [*]

19. Contributor Signal Flow

journey
    title Contribution becomes reusable knowledge
    section Start
      Ask a clear question: 4: User
      Share source or context: 4: User
      Place it in the right category: 3: User
    section Refinement
      Discussion clarifies the issue: 4: Community
      AI assists where allowed: 3: Constructs
      Corrections improve the thread: 5: Contributors
    section Hardening
      Useful output becomes a guide: 5: Guides
      Reusable method becomes artifact: 5: Artifacts
      Definition becomes ontology: 5: Ontology
      Strong result becomes BITwiki memory: 5: BITwiki

20. Platform Governance Map

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flowchart LR
    I["Issue / Idea / Proposal"]:::input
    RFC["RFC<br/>request for comment"]:::gov
    LAB["Labs<br/>experiment / test"]:::gov
    BIP["BIP<br/>formal improvement proposal"]:::gov
    CHG["Changelog<br/>recorded update"]:::gov
    GUIDE["Guide / Documentation<br/>user-facing explanation"]:::out

    I --> RFC
    RFC --> LAB
    LAB --> BIP
    BIP --> CHG
    CHG --> GUIDE

    RFC -. feedback .-> I
    LAB -. findings .-> RFC
    GUIDE -. user confusion .-> I

    classDef input fill:#0f172a,stroke:#7aa2ff,color:#f8fafc,stroke-width:1.8px;
    classDef gov fill:#241b12,stroke:#f59e0b,color:#f8fafc,stroke-width:1.8px;
    classDef out fill:#10251f,stroke:#34d399,color:#f8fafc,stroke-width:1.8px;

    class I input;
    class RFC,LAB,BIP,CHG gov;
    class GUIDE out;

21. Advanced Integration Map

This map is for operators and developers.

It is not the beginner mental model.

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flowchart LR
    OP["Developer / Operator"]:::human
    ASHI["ASHI<br/>command / access surface"]:::ashi
    HUB["BIThub<br/>coordination + workflow context"]:::hub
    CORE["BITCORE<br/>reasoning / orchestration layer"]:::core

    subgraph TOOLS["Tool / Integration Layer"]
      MCP["MCP / Terminal"]:::tool
      N8N["n8n<br/>automation workflows"]:::tool
      GIT["GitHub<br/>code / versioned outputs"]:::tool
      CAN["Canvas<br/>semantic mapping"]:::tool
      API["Discourse / WordPress / MediaWiki APIs"]:::tool
    end

    subgraph KNOW["Knowledge Layer"]
      ART["Artifacts"]:::knowledge
      ONT["Ontology"]:::knowledge
      WIKI["BITwiki"]:::wiki
    end

    OP --> ASHI
    ASHI --> HUB
    HUB --> CORE

    CORE --> MCP
    CORE --> N8N
    CORE --> GIT
    CORE --> CAN
    CORE --> API

    HUB --> ART
    HUB --> ONT
    ART --> WIKI
    ONT --> WIKI
    GIT -. versioned outputs .-> WIKI
    API -. authorized read / write .-> HUB

    classDef human fill:#0f172a,stroke:#7aa2ff,color:#f8fafc,stroke-width:1.8px;
    classDef ashi fill:#111827,stroke:#22d3ee,color:#f8fafc,stroke-width:2px;
    classDef hub fill:#081a29,stroke:#28d7ff,color:#f8fafc,stroke-width:2.4px;
    classDef core fill:#151321,stroke:#ad8cff,color:#f8fafc,stroke-width:2.2px;
    classDef tool fill:#102033,stroke:#60a5fa,color:#f8fafc,stroke-width:1.5px;
    classDef knowledge fill:#10251f,stroke:#34d399,color:#f8fafc,stroke-width:1.5px;
    classDef wiki fill:#efe2ca,stroke:#8b6b4a,color:#2b2118,stroke-width:2px;

    class OP human;
    class ASHI ashi;
    class HUB hub;
    class CORE core;
    class MCP,N8N,GIT,CAN,API tool;
    class ART,ONT knowledge;
    class WIKI wiki;

22. Agent / Tool / Memory Triangle

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flowchart TB
    A["Agentic Behavior<br/>decide / plan / execute"]:::agent
    T["Tools<br/>APIs, MCPs, workflows, integrations"]:::tool
    M["Memory<br/>topic context, artifacts, ontology, BITwiki"]:::memory
    H["Human / Operator<br/>goal, constraint, review"]:::human
    O["Output<br/>answer, action, artifact, update"]:::output

    H --> A
    A --> T
    T --> O
    A --> M
    M --> A
    O --> H

    classDef human fill:#0f172a,stroke:#7aa2ff,color:#f8fafc,stroke-width:1.8px;
    classDef agent fill:#151321,stroke:#a78bfa,color:#f8fafc,stroke-width:2px;
    classDef tool fill:#102033,stroke:#60a5fa,color:#f8fafc,stroke-width:1.6px;
    classDef memory fill:#10251f,stroke:#34d399,color:#f8fafc,stroke-width:1.6px;
    classDef output fill:#241b12,stroke:#f59e0b,color:#f8fafc,stroke-width:1.8px;

    class H human;
    class A agent;
    class T tool;
    class M memory;
    class O output;

23. Topic Lifecycle Map

stateDiagram-v2
    [*] --> Draft
    Draft --> PublishedTopic
    PublishedTopic --> Discussion
    Discussion --> RefinedAnswer
    RefinedAnswer --> ReusableCandidate

    ReusableCandidate --> Guide: instructional value
    ReusableCandidate --> Artifact: reusable resource
    ReusableCandidate --> Ontology: definition or schema
    ReusableCandidate --> Publication: polished public writing
    ReusableCandidate --> Archive: low reuse value

    Guide --> BITwiki
    Artifact --> BITwiki
    Ontology --> BITwiki
    Publication --> BITwiki
    Archive --> [*]
    BITwiki --> [*]

24. Human vs Agent Reading Path

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flowchart LR
    subgraph HUMAN["Human Reading Path"]
      H1["Welcome"] --> H2["Introduction"]
      H2 --> H3["Guides"]
      H3 --> H4["AI Tool Types"]
      H4 --> H5["Participate"]
    end

    subgraph AGENT["Agent Reading Path"]
      A1["Agents Reference"] --> A2["Directory / Index"]
      A2 --> A3["Categories"]
      A3 --> A4["Glossary"]
      A4 --> A5["Relevant Task Topic"]
    end

    H5 -. can produce .-> A5
    A5 -. can assist .-> H5

25. System Skeleton

BITHUB_MAPS User User / Contributor Bithub BIThub forum + workspace layer User->Bithub Bitwiki BITwiki knowledge / codex layer Bithub->Bitwiki Bitcore BITCORE cognition / workflow layer Bithub->Bitcore Guides Guides Bithub->Guides Artifacts Artifacts Bithub->Artifacts Ontology Ontology Bithub->Ontology Publications Publications Bithub->Publications Constructs Constructs configured AI surfaces Bitcore->Constructs Nodes Nodes narrow workflow terminals Bitcore->Nodes Cores COREs staged workflow engines Bitcore->Cores Workspaces Workspaces focused environments Bitcore->Workspaces Guides->Bitwiki may harden into Artifacts->Bitwiki may harden into Ontology->Bitwiki may harden into Publications->Bitwiki may harden into

26. Short Machine Summary

BIThub = live forum/workspace layer.
BITwiki = durable knowledge/codex layer.
BITCORE = cognition/workflow/AI surface layer.
Construct = full cognitive enclosure.
Persona = user-facing expression inside a Construct.
Agent = tool/action/workflow behavior inside a Construct.
AI Bot = user-facing interaction wrapper.
Node = narrow command-style workflow terminal.
CORE = staged multi-output workflow triggered by a new Core topic.
Workspace = app-like focused task environment.
Artifact = reusable prompt, dataset, template, skill, or structured output.
Ontology = definitions, schemas, relations, and structural logic.
Guide = user-facing documentation and onboarding.
Public posts may become reusable knowledge.
Private topics are limited-access forum topics, not zero-knowledge storage.
Access is governed by account status, membership, trust, permissions, quota, and platform limits.