ATOMA / ACTIVE COACH SYSTEM

An AI system built around action.

Auratomic replaces passive schedules with an active autonomous AI Discipline Coach (ATOMA) holding full read/write access to your goals, learning graphs, and local memory indexes.

Request beta access System index

SYSTEM / MVVM ACTIVE
Local api pipeline: ONLINE
RAG CONTEXT / ACTIVE
UserMemory diff model: SYNCED

ATOMA v1.02_LOGS

STATUS: READY

> Press button to query ATOMA coach...

SKILL TREE DAG CANVAS

Directed Acyclic Skill Graphs

Prerequisites are mapped into state nodes. Hover or click nodes in our Compose Canvas mockup below to explore dependencies and unlock learning paths.

PREREQUISITE MET

Python Core

Fundamental scripting, syntax mapping, and package installation dependencies. Required to initialize vector processing.

              Mastery Progress
              100%
            

RAG COMPROMISE TRANSPARENCY

Vector Memory Manager

ATOMA partitions context vectors on-demand. Review Acquired memory parameters and autonomous system change history logs:

User Persona Vector

Stores primary user attributes, learning styles, and technical roles (e.g. software engineer, focused intervals, sleep schedules).

                { "role": "Junior Android Dev", "focusTimePreference": "Morning", "sleepThreshold": "23:00" }
              

Objective Milestones

Tracks high-level milestones like "Build compiler in Rust" or "Finish Android SDK refactor" and links them to skill graph nodes.

                [ { "goal_id": 1, "node": "ATOMA_COMPILER", "dueDate": "2026-09-01", "weight": "HIGH" } ]
              

Coaching Dialect & Tone

Adjusts ATOMA dialog structures. Users can toggle preferences between supportive, metric-driven, or military-hard coaching structures.

                { "tone": "Military_Direct", "warningFrequency": "Immediate", "autoSnoozeLimit": 0 }
              

Change History (Diff Logs)

VM comparisons of Memory Change Entries displaying old parameters vs newly inferred values:

Identity

role: Student

➔ Junior Android Dev

Goals

focus: 25 min

➔ 45 min focus interval

Coaching Prefs

tone: Supportive

➔ Military_Direct

Discipline Log

streakDays: 11

➔ 12 Days (AI Inferred)