# Dev action items — 2026-08-31

## Detected errors
- **mp_paper_source_label_gap**: mp_paper_closed=2 mp_paper_fills=4 but trade_executions=0 trade_exits=0 (MP ledger is authoritative; legacy tables empty)

## Top reject reasons
- `impact_below_threshold`: 23
- `duplicate_headline`: 7
- `direction_no_trade`: 2

## Learning candidates (not auto-applied)
- Reject reason 'impact_below_threshold' occurred 23 times on 2026-08-31
- Reject reason 'duplicate_headline' occurred 7 times on 2026-08-31
- missed_due_to_scanner_gap: add category or source for: general_catalyst, general_catalyst, oil_supply_or_geopolitical_shock, AI_hardware_direct_catalyst, general_catalyst
- DAL had intraday confirmation window 11:10:00–11:55:00 (stored replay)
- DAL replay final monitor status: reject_vwap
- NVDA had intraday confirmation window 09:49:00–09:50:00 (stored replay)
- NVDA replay final monitor status: pending_vwap_confirmation
- AMD had intraday confirmation window 09:59:00–10:00:00 (stored replay)
- AMD replay final monitor status: pending_vwap_confirmation
- MRVL had intraday confirmation window 11:28:00–11:29:00 (stored replay)
- MRVL replay final monitor status: pending_vwap_confirmation
- SMCI had intraday confirmation window 09:49:00–09:50:00 (stored replay)
- SMCI replay final monitor status: pending_vwap_confirmation
- ARM had intraday confirmation window 09:49:00–09:50:00 (stored replay)
- ARM replay final monitor status: pending_vwap_confirmation
- AAPL had intraday confirmation window 14:09:00–14:10:00 (stored replay)
- AAPL replay final monitor status: pending_vwap_confirmation
- JETS had intraday confirmation window 10:36:00–10:38:00 (stored replay)
- JETS replay final monitor status: reject_vwap
- NOW had intraday confirmation window 09:36:00–09:54:00 (stored replay)
- NOW replay final monitor status: confirmed
- MU had intraday confirmation window 09:49:00–09:50:00 (stored replay)
- MU replay final monitor status: pending_vwap_confirmation
- INTC had intraday confirmation window 09:48:00–09:59:00 (stored replay)
- INTC replay final monitor status: reject_vwap
- TSM had intraday confirmation window 09:49:00–09:50:00 (stored replay)
- TSM replay final monitor status: reject_vwap
- AVGO had intraday confirmation window 11:57:00–11:58:00 (stored replay)
- AVGO replay final monitor status: pending_vwap_confirmation
- XLE had intraday confirmation window 09:59:00–10:01:00 (stored replay)
- XLE replay final monitor status: reject_vwap
- USO had intraday confirmation window 09:58:00–12:25:00 (stored replay)
- USO replay final monitor status: reject_vwap

## Next steps
1. Review missed_fast_news entries in missed_opportunities JSON
2. Tune NEWS_FEED_DELAY_SECONDS / sandbox grace if news_stale dominates
3. Promote learning rules only after 3+ validated days