LearnNewsExamplesServices
Frontmatter
id9952
titleSandman Handoff: Top 5 Actionable Tasks Dashboarding
stateClosed
labels
documentationenhancementai
assigneestobiu
createdAtApr 13, 2026, 11:28 AM
updatedAtApr 14, 2026, 11:21 AM
githubUrlhttps://github.com/neomjs/neo/issues/9952
authortobiu
commentsCount0
parentIssue9950
subIssues[]
subIssuesCompleted0
subIssuesTotal0
blockedBy[]
blocking[ ] 9939 Epic: Autonomous Worker Dispatcher Pipeline (RLAIF Phase 2)
closedAtApr 14, 2026, 11:19 AM

Sandman Handoff: Top 5 Actionable Tasks Dashboarding

Closeddocumentationenhancementai
tobiu
tobiu commented on Apr 13, 2026, 11:28 AM

Goal

Elevate sandman_handoff.md from a passive dream summary into an executive, high-level priority dashboard for the Strategic Co-Founder persona.

Implementation Checklist

  • Optimize the DreamService topological extraction logic to dynamically dump prioritized active tickets natively into the handoff file.
    • Sliced the capability gaps to Top 5 per vector to reduce noise, adding cumulative counts to headers for high-level observability.
    • Prepended a 'Latest Priority Backlog' to extract the top 5 highest open tracking IDs, stripping any natively tagged needs-re-triage tasks.
    • Display extracted GitHub Issue labels inline (e.g., [needs-re-triage]) using Markdown to provide architectural visibility.
  • Ensure the file is strictly formatted to eliminate "Zero-State Amnesia" upon boot, providing Frontier Models with immediate context-switching targets without requiring manual tool queries.
    • Hardened string-interpolation logic to prevent excessive whitespace generation and redundant empty lines in the output markdown payload.
    • Implemented deduplication logic checking the goldenIds Set() to prevent duplicate references appearing in both Computed Golden Path and Latest Backlog arrays natively.
tobiu added the documentation label on Apr 13, 2026, 11:28 AM
tobiu added the enhancement label on Apr 13, 2026, 11:28 AM
tobiu added the ai label on Apr 13, 2026, 11:28 AM
tobiu added parent issue #9950 on Apr 13, 2026, 11:28 AM
tobiu changed title from Purge Git Mandates & Optimize Dashboard to Sandman Handoff: Top 10 Actionable Tasks Dashboarding on Apr 13, 2026, 11:38 AM
tobiu cross-referenced by #9963 on Apr 13, 2026, 1:13 PM
tobiu marked this issue as blocking #9939 on Apr 13, 2026, 1:13 PM
tobiu referenced in commit 423e346 - "feat/enhance: Optimize DreamService dashboard generation logic (#9952)" on Apr 14, 2026, 11:15 AM
tobiu assigned to @tobiu on Apr 14, 2026, 11:16 AM
tobiu changed title from Sandman Handoff: Top 10 Actionable Tasks Dashboarding to Sandman Handoff: Top 5 Actionable Tasks Dashboarding on Apr 14, 2026, 11:16 AM
tobiu cross-referenced by PR #9995 on Apr 14, 2026, 11:16 AM
tobiu referenced in commit 5c63cec - "feat/enhance: Optimize DreamService dashboard generation logic (#9952) (#9995)" on Apr 14, 2026, 11:19 AM
tobiu closed this issue on Apr 14, 2026, 11:19 AM