# Knowledge Base Item Schema

To track historical codebase knowledge patterns securely, the documentation architecture stores curated developer files called **Knowledge Items (KIs)**. **Asterisk 2** structures snapshot files and metadata objects to streamline integration workflows.

---

## Curated Item Storage Topology

The layout below maps out how raw developer notes break down into distinct metadata file networks:

```mermaid
graph LR
    %% Ingress Source
    subgraph KnowledgeSource["Developer Documentation Pipeline"]
        RawNote["Unstructured Design Blueprint<br/>(Markdown Implementation Plans)"]
    end

    %% Storage Network
    subgraph PhysicalStorage["Persistent File System Ledgers"]
        DirRoot["knowledge Domain Directory"]
        MetaJson["metadata.json Record<br/>(Summary, Timestamps, References)"]
        ArtFolder["artifacts Directory<br/>(Related File Arrays)"]
    end

    %% Verification Engine
    subgraph LogicConsumer["AI Agent Context System"]
        ContextCheck["Mandatory First-Pass Read<br/>(Verifies Relevant KI Arrays)"]
    end

    %% Vectors
    RawNote -->|"Commit Directive"| DirRoot
    DirRoot ==>|"Write Structure"| MetaJson
    DirRoot ==>|"Store Assets"| ArtFolder
    MetaJson ==>|"Inject Context"| ContextCheck
    ArtFolder ==>|"Expose Walkthroughs"| ContextCheck

    %% Dark Mode Aesthetic System
    classDef srcToken fill:#0f172a,stroke:#38bdf8,stroke-width:2px,color:#fff,rx:6px,ry:6px;
    classDef storeToken fill:#1e293b,stroke:#a855f7,stroke-width:2px,color:#fff,rx:6px,ry:6px;
    classDef logicToken fill:#312e81,stroke:#ec4899,stroke-width:2px,color:#fff,rx:6px,ry:6px;

    class KnowledgeSource,RawNote srcToken;
    class PhysicalStorage,DirRoot,MetaJson,ArtFolder storeToken;
    class LogicConsumer,ContextCheck logicToken;
```

---

## Architectural Schema Blueprint

### 1. Physical Snapshot Organization
Each dedicated topic repository maps to custom folder bounds containing strict structured configurations:
- **`metadata.json`**: Primary identification descriptor storing multi-line summaries, origin references, and update modification tracking timestamps.
- **`artifacts/`**: Sub-directory arrays storing exact implementation plans, task outlines, and code snippets natively.

### 2. Operational Integration Directives
Prior to executing autonomous code workflows, background controllers scan existing `metadata.json` summaries automatically. If a record title matches requested user features, the system loads linked implementation artifacts directly, completely avoiding redundant platform research.