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id9662
titleDream Mode Phase 3: GraphRAG Topology & REM Mode Orchestration
stateClosed
labels
enhancementai
assigneestobiu
createdAtApr 3, 2026, 4:46 PM
updatedAtApr 4, 2026, 2:04 AM
githubUrlhttps://github.com/neomjs/neo/issues/9662
authortobiu
commentsCount1
parentIssue9638
subIssues[]
subIssuesCompleted0
subIssuesTotal0
blockedBy[]
blocking[]
closedAtApr 4, 2026, 2:04 AM

Dream Mode Phase 3: GraphRAG Topology & REM Mode Orchestration

Closedenhancementai
tobiu
tobiu commented on Apr 3, 2026, 4:46 PM

Overview

This ticket encompasses Phase 3 of the Swarm Orchestrator "Dream Mode" epic (#9638). Now that we possess autonomous sub-agent delegation (Browser, Librarian), native MCP tool reflection, and 50-turn memory horizons, we need to implement the overarching cognitive strategies that drive true autonomy.

Objectives

  1. GraphRAG Topology Mapping: Introduce mechanisms for agents to build relationship graphs of the codebase structure (components, mixins, styles). We must move away from flat vector retrieval to traversable dependency maps.
  2. REM Mode (Offline Dreaming): Configure the background loop where an agent can operate completely autonomously when the developer is idle.
    • Identify deferred/TODO items in the memory core.
    • Autonomously spawn structural tests, format refactoring, or documentation generation.
    • Curate new Knowledge Items (KIs) without human prompting.

Acceptance Criteria

  • Implement GraphRAG topological indexing logic for codebase components.
  • Create an offline trigger or background scheduling system for REM Mode.
  • Agent successfully refactors a component or creates tests completely offline, persisting the result to memory.
tobiu added the enhancement label on Apr 3, 2026, 4:46 PM
tobiu added the ai label on Apr 3, 2026, 4:46 PM
tobiu added parent issue #9638 on Apr 3, 2026, 4:46 PM
tobiu assigned to @tobiu on Apr 3, 2026, 4:49 PM
tobiu
tobiu Apr 4, 2026, 2:04 AM

Superseded by the new architecture roadmap defined in Epic #9671 (specifically #9673 and #9674).

tobiu closed this issue on Apr 4, 2026, 2:04 AM