Fix #88: inject timestep macro summaries into next-turn prompts#95
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DeveshParagiri merged 1 commit intomainfrom Feb 17, 2026
Merged
Fix #88: inject timestep macro summaries into next-turn prompts#95DeveshParagiri merged 1 commit intomainfrom
DeveshParagiri merged 1 commit intomainfrom
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Code Review
Verdict: ✅ Ready to merge
Summary
Implements macro state feedback per architecture doc §Fix 4 and Tenets 11-12. Previous timestep summary is now rendered into prompts under "## The Broader Climate".
Features Implemented
| Feature | Rendering |
|---|---|
| Position distribution | Leader with majority/minority framing |
| Minority framing | "A sizable minority..." when runner-up ≥20% and leader ≥45% |
| Sentiment trend | Compares vs previous with ±0.08 threshold |
| Exposure saturation | Tiered: 95%+ "Almost everyone", 75%+ "Most people" |
| Action momentum | "More people taking action" when shares increased |
| Waiting momentum | "Still watching and waiting" when stalled |
Edge Cases Handled
| Case | Behavior |
|---|---|
| First timestep | prev_summary=None, trends default to 0 delta |
| Equal positions | Falls through to "People are still quite divided" |
| No position data | Skips position block |
| No sentiment data | Skips sentiment block |
No changes required.
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Summary
The Broader Climateheading in pass-1 promptsTesting
Closes #88