loopPolylogos Quality Loop
Karpathy-style iterative refinement for daily Discord synthesis — 8-metric rubric with binary gate and mandatory reframe pass
Status
Live in cron, first loop: 55→79/80Next: Monitor tonight 8 PM automated run, evaluate output quality
✓ Rubric designed (8 metrics + binary gate) (2026-03-14) ✓ Prototype run (55→79/80) (2026-03-14) ✓ Reframe pass codified (2026-03-14) ✓ SPEC.md updated with loop methodology (2026-03-14) ✓ Cron prompt updated (2026-03-14) ○ First automated loop run ○ Apply loop to other watchers ○ Cross-report quality comparison
March 14 prototype: 5 iterations, 55→62→68→70→79. Key finding: structural reframes (+9 pts) beat prose polish (+2 pts). 8 metrics: synthesis, attribution, headline specificity, signal density, cross-thread connection, strategic vision, deep stakes, signal-to-noise curation. Mandatory reframe pass: stakes promotion, section purpose audit, noise kill.
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⚡ Cognitive State🕐: 2026-06-19T18:48:33🧠: google/gemini-3.5-flash📁: 110 mem📊: 515 reports📖: 212 terms📂: 754 files🔗: 20 projects