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Repository files navigation

Atlas

A personal behavioral governance system built as a federated monorepo. Atlas ingests 5 life signals (sleep, open loops, assets shipped, deep work, money delta), routes you through 6 deterministic modes, and enforces execution discipline through conversation analysis, cron-driven governance, and a CLI that both humans and AI agents can operate.

Services

Service Stack Port Purpose
delta-kernel TypeScript / Express / SQLite 3001 Deterministic Markov routing engine. 6 modes, governance daemon (9 cron jobs), Atlas AI CLI (50+ commands), REST API + SSE streaming
cognitive-sensor Python / SQLite -- 16-script refresh pipeline. Conversation analysis, CycleBoard brain wiring, governance config as code (atlas_config.py), prediction engine
inPACT HTML / JS 3006 Personal methodology product (today / method / followup)
code-converter Python / FastAPI 3007 Python-to-C++ transpiler with AST engine and execution verifier
blueprint-generator Next.js 3030 Project blueprint generation
aegis-fabric -- -- Security and policy fabric
mosaic-orchestrator Python / FastAPI 3005 Multi-service orchestration layer
UASC executor Python / HTTP 3008 Deterministic command execution engine (7 commands, HMAC auth)
cortex Python / FastAPI 3009 Autonomous execution layer (planner / executor / reviewer)
mirofish Python / FastAPI 3003 Prediction engine (pending merge into cognitive-sensor)
openclaw Python / FastAPI 3004 Utility service (25 tests)

Modes

The routing engine cycles through 6 modes based on signal thresholds:

RECOVER -> CLOSURE -> MAINTENANCE -> BUILD -> COMPOUND -> SCALE

Each mode gates what kind of work is permitted. CLOSURE blocks new projects until open loops drop. BUILD unlocks creation. COMPOUND and SCALE require sustained output before activating.

Repo Structure

Pre Atlas/
  services/
    delta-kernel/          # Core engine (TypeScript)
    cognitive-sensor/      # Analysis pipeline (Python)
    crucix/                # Submodule
  apps/
    inpact/                # Methodology product
    code-converter/        # Transpiler
  contracts/
    schemas/               # JSON Schema (draft-07) data contracts
  scripts/                 # PowerShell launchers
  .delta-fabric/           # Local state data

Quickstart

# Start the full stack
.\scripts\run_all.ps1

# Or run services individually
cd services/delta-kernel
npm install
npm run api                # REST API on :3001

# Cognitive sensor refresh
python services/cognitive-sensor/refresh.py

# Atlas CLI (human)
npx ts-node services/delta-kernel/src/cli/atlas.ts

# Atlas AI CLI (agent-native, JSON output)
npx ts-node services/delta-kernel/src/cli/atlas-ai.ts

Key API Endpoints

GET  /api/state                  Current system state
PUT  /api/state                  Update state
POST /api/ingest/cognitive       Ingest cognitive metrics
GET  /api/governance/config      Governance config (from atlas_config.py)
GET  /api/tasks                  List tasks
POST /api/tasks                  Create task

Documentation

  • PRE_ATLAS_MAP.md -- Full system architecture
  • services/delta-kernel/specs/ -- 19 specification documents
  • contracts/schemas/ -- 17 JSON Schema contracts

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