What
Automate the pattern report generation that currently requires manual triggering. After 3+ months of consistent performance logging, a scheduled job should produce monthly AI-synthesized pattern reports.
Scope
- Scheduled monthly job (cron or Vercel cron) that runs on the 1st of each month
- Analyzes all performance_log entries from the past 30 days
- Generates pattern report: what's working, what isn't, emerging signals, recommended context updates
- Saves as an Artifact (type: other, title: "Pattern Report — [Month Year]")
- Displays as a callout on the dashboard ("Monthly Insights")
- All proposed context updates go through the standard approve/reject flow
- Skip generation if fewer than 5 log entries exist for the period
Reference
SPEC.md Section 5 — Feedback Loops, Loop 3. Requires consistent logging before it's useful.
What
Automate the pattern report generation that currently requires manual triggering. After 3+ months of consistent performance logging, a scheduled job should produce monthly AI-synthesized pattern reports.
Scope
Reference
SPEC.md Section 5 — Feedback Loops, Loop 3. Requires consistent logging before it's useful.