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Description
Overview
This tracking issue addresses critical findings from the DeepReport Intelligence Briefing (Discussion #6855), focusing on improving workflow reliability, reducing noise, and maintaining backlog hygiene.
Source: Discussion #6855
Problem Statement
Recent analysis revealed three key concerns:
- Workflow reliability: 3 of last 10 runs failed/cancelled, with successful runs showing high error/warning counts
- Token cost spike: ~4x increase to 1.71M tokens suggests verbose prompts or inefficient analyses
- Backlog growth: +12 issues week-over-week with label skew (124
plan/ai-generatedeach, 27 unlabeled)
Planned Tasks
This work is broken into 5 focused sub-issues:
- Reduce workflow log noise - Clean up error/warning spam in successful runs for better signal
- Optimize prompt token usage - Trim verbosity in high-cost runs to reduce token spend
- Triage unlabeled issues - Process 27 unlabeled issues to improve backlog clarity
- Investigate workflow failures - Analyze root causes of recent 3/10 failure rate
- Review label distribution - Address skew toward
plan/ai-generatedlabels
Success Metrics
- Workflow failure rate below 10% (from 30%)
- Token usage reduced by 50% without quality loss
- Zero unlabeled open issues (from 6)
- Clear ownership/priority signals on backlog items
AI generated by Plan Command for discussion #6855
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