Data model

    MLNNA sync, synthesis, snapshot, and review loop

    The system moves from repository activity and manual context through Notion, AI synthesis, snapshot export, dashboard rendering, and human review. Human correction remains part of the loop because AI fields are inferential.

    MLNNA

    Data model diagram

    Relationships

    A readable index of the 10 connections shown in the visual model above.

    1

    GitHub repositories

    Connects to GitHub to Notion sync

    2

    Manual conversation and task logs

    Connects to Notion operations schema

    3

    GitHub to Notion sync

    Connects to Notion operations schema

    4

    Notion operations schema

    Connects to Repo-level AI goal synthesis

    5

    Notion operations schema

    Connects to Portfolio AI analysis

    6

    Repo-level AI goal synthesis

    Connects to Snapshot export

    7

    Portfolio AI analysis

    Connects to Snapshot export

    8

    Snapshot export

    Connects to React dashboard

    9

    React dashboard

    Connects to Human operator review

    10

    Human operator review

    Connects to Notion operations schema

    Model details

    Dates

    Created
    Not recorded
    Last updated
    Jun 13, 2026

    Entities

    GitHub repositoriesManual conversation logsNotion databasesRepo goal synthesisPortfolio analysisSnapshot exporterReact dashboardHuman review