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id9696
titleTri-Vector REM Synthesis (Sandman Upgrade)
stateClosed
labels
enhancementaiarchitecture
assigneestobiu
createdAtApr 4, 2026, 5:35 PM
updatedAtApr 4, 2026, 5:41 PM
githubUrlhttps://github.com/neomjs/neo/issues/9696
authortobiu
commentsCount1
parentIssuenull
subIssues[]
subIssuesCompleted0
subIssuesTotal0
blockedBy[]
blocking[]
closedAtApr 4, 2026, 5:41 PM

Tri-Vector REM Synthesis (Sandman Upgrade)

Closedenhancementaiarchitecture
tobiu
tobiu commented on Apr 4, 2026, 5:35 PM

Implement Tri-Vector extraction for the background Sandman process to correctly capture operational momentum and roadmap pivot proposals, not just Semantic Graph Nodes.

  • Upgrade DreamService.mjs prompt to enforce a structured JSON schema (summary, open_deltas, roadmap_impact, graph).
  • Extract Deltas to a local handoff file (resources/content/sandman_handoff.md).
  • Extract Roadmap impacts to a local audit log (/tmp/roadmap_audits.log).
  • Ensures offline AI background jobs do not pollute GitHub tracking systems automatically while preserving human-in-the-loop task completion.
tobiu added the enhancement label on Apr 4, 2026, 5:35 PM
tobiu added the ai label on Apr 4, 2026, 5:35 PM
tobiu added the architecture label on Apr 4, 2026, 5:35 PM
tobiu assigned to @tobiu on Apr 4, 2026, 5:36 PM
tobiu referenced in commit 06fcbf1 - "feat: Implement Tri-Vector Rem Synthesis (#9696)" on Apr 4, 2026, 5:41 PM
tobiu
tobiu Apr 4, 2026, 5:41 PM

Completed Tri-Vector Refactor.

  • Tri-Vector Extraction via Ollama correctly separates Semantic Graph, Deltas, and Strategy.
  • Local Markdown Handoff correctly dumps Open Deltas to sandman_handoff.md.
  • Tested and Validated offline formatting.
  • Changes pushed to remote.
tobiu closed this issue on Apr 4, 2026, 5:41 PM