Decoding
The Aether Core.

Technical breakdown of the Local Core, MCP Bridge control layer, cloud reasoning loop, and persistent memory systems.

01. Architecture

Local Core + MCP Bridge.

Aether runs local-first. MCP Bridge applies routing, permission checks, and sanitization before any external model call.

Vector Memory (Qdrant)

Stores semantic memory and indexed documents in local vector space for high-recall retrieval.

Relational Core (SQLite) + MCP Policy

Persists logs, session history, concept links, and policy context used by MCP permission boundaries.

02. Runtime Cognition

Adaptive Execution Modes.

05:00 - 12:00

Strategist

Focus on strategic planning and architecture review.

12:00 - 18:00

Executor

Maximizes technical precision and code execution speed.

18:00 - 23:00

Philosopher

Deep refactoring and high-level theoretical analysis.

23:00 - 05:00

Maintainer

Focus on stability, minimalism, and system integrity.

03. Advanced Systems

Control, Memory, and Autonomy.

Active World Model (AWM)

Proactivity engine that analyzes logs and interaction history to generate system insights and detect project conflicts.

Modular Skills System

Skill instructions and triggers are persisted in the local core, enabling dynamic context injection without hardcoded workflow changes.

Sleep Cycle Consolidation

Background consolidation that distills recent sessions into durable long-term memory during lower activity periods.

Autonomy Engine / HITL

Three trust levels (Manual, Co-Pilot, Full Autonomy) with strict Human-in-the-Loop controls for critical filesystem actions.

04. Terminal Commands

Dashboard Interceptor.

The dashboard terminal is a local control plane. Slash commands are interpreted locally before any optional MCP or cloud action.

/logs [limit]

Displays the latest entries from the system event log.

Usage: Error diagnostics, viewing recent Agent actions.
/clear

Clears all history visible in the terminal window.

Usage: Tidying up the workspace before a new task.
/logclear

Permanently deletes all telemetry history from the database.

Usage: Refreshing the logs database. Irreversible.
/simulate

Launches the Active World Model (AWM).

Usage: Generates proactive insights from the last 30 minutes.

05. API Reference

REST Endpoints.

The Aether backend exposes a documented FastAPI interface. These endpoints power chat streaming, cognition, simulation, and knowledge operations.

POST/chat/stream

Primary streaming endpoint (NDJSON). Applies live cognition settings.

GET/cognition/settings

Returns runtime parameters for persona, autonomy, and creativity.

POST/system/simulate

Triggers the AWM simulation loop externally.

POST/knowledge/vision-index/{file}

Multimodal vision indexing mapping PDF pages into the vector store.

GET/cron/tasks

Lists available automated cron job handlers.