LearnNewsExamplesServices
Frontmatter
id10004
titleDreamService: Omnidirectional Gap Inference Engine
stateClosed
labels
enhancementaiarchitecture
assigneestobiu
createdAtApr 14, 2026, 5:12 PM
updatedAtApr 18, 2026, 5:23 PM
githubUrlhttps://github.com/neomjs/neo/issues/10004
authortobiu
commentsCount1
parentIssue10014
subIssues[]
subIssuesCompleted0
subIssuesTotal0
blockedBy[x] 10002 Universal Macro Overlay DB Topology
blocking[x] 10012 DreamService: Federated Execution Batching & Throttling
closedAtApr 16, 2026, 8:44 PM

DreamService: Omnidirectional Gap Inference Engine

Closedenhancementaiarchitecture
tobiu
tobiu commented on Apr 14, 2026, 5:12 PM

Objective

Refactor DreamService.executeCapabilityGapInference() to parse macroscopic vector distances from ChromaDB and physically format the relationships into the reporting dashboard.

Tasks

  1. Execute distance REST queries against the Knowledge Base Macro DB.
  2. Compare vector distances against a configurable confidence threshold to determine missing edges.
  3. Replace the legacy path-based heuristic logic with this pure distance matching approach.
  4. Export the resulting ID gaps/edges directly to resources/content/sandman_handoff.md, tagged under the respective userId.
tobiu added the enhancement label on Apr 14, 2026, 5:12 PM
tobiu added the ai label on Apr 14, 2026, 5:12 PM
tobiu added the architecture label on Apr 14, 2026, 5:12 PM
tobiu added parent issue #9999 on Apr 14, 2026, 5:13 PM
tobiu cross-referenced by #10014 on Apr 14, 2026, 6:43 PM
tobiu removed parent issue #9999 on Apr 14, 2026, 6:44 PM
tobiu added parent issue #10014 on Apr 14, 2026, 6:44 PM
tobiu marked this issue as being blocked by #10002 on Apr 14, 2026, 6:44 PM
tobiu marked this issue as blocking #10012 on Apr 14, 2026, 6:44 PM
tobiu
tobiu Apr 16, 2026, 8:44 PM

Superseded by Epic #10030. Concept inference will be handled by the ConceptService traversing the JSONL graph.

tobiu closed this issue on Apr 16, 2026, 8:44 PM
tobiu assigned to @tobiu on Apr 18, 2026, 5:23 PM