TradingAgents

Commit Graph

Author	SHA1	Message	Date
Youssef Aitousarrah	719a2d3f4e	fix(scanners): rank by signal quality before limiting in 3 more scanners Same issue as options_flow: early exit on candidate count discards strong signals that happen to be later in iteration order. insider_buying: Dict iteration order matched OpenInsider HTML scrape order, not signal quality. Now scores by cluster buys + C-suite + dollar value, then takes top N. technical_breakout: Stopped at limit*2 in file order despite data already being batch-downloaded (zero API cost to check all). Removed early exit, scan full universe, sort by volume_multiple. sector_rotation: Checked laggards in arbitrary dict order, spending API calls on random tickers. Now sorts by most-negative 5d return first so the strongest laggard candidates are checked before hitting the budget. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>	2026-04-06 13:46:21 -07:00
Youssef Aitousarrah	ec8309a34e	Update	2026-02-20 08:38:15 -08:00
Youssef Aitousarrah	1c20dc8c90	feat: improve all 9 scanners and add 3 new scanners Phase 1 - Fix existing scanners: - Options flow: apply min_premium filter, scan 3 expirations - Volume accumulation: distinguish accumulation vs distribution - Reddit DD: use LLM quality score for priority (skip <60) - Reddit trending: add mention counts, scale priority by volume - Semantic news: include headlines, add catalyst classification - Earnings calendar: add pre-earnings accumulation + EPS estimates - Market movers: add price ($5) and volume (500K) validation - ML signal: raise min_win_prob from 35% to 50% Phase 2 - New scanners: - Analyst upgrades: monitors rating changes via Alpha Vantage - Technical breakout: volume-confirmed breakouts above 20d high - Sector rotation: finds laggards in accelerating sectors All 12 scanners register with valid Strategy enum values. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>	2026-02-20 08:36:18 -08:00

Author

SHA1

Message

Date

Youssef Aitousarrah

719a2d3f4e

fix(scanners): rank by signal quality before limiting in 3 more scanners

Same issue as options_flow: early exit on candidate count discards strong
signals that happen to be later in iteration order.

insider_buying: Dict iteration order matched OpenInsider HTML scrape order,
not signal quality. Now scores by cluster buys + C-suite + dollar value,
then takes top N.

technical_breakout: Stopped at limit*2 in file order despite data already
being batch-downloaded (zero API cost to check all). Removed early exit,
scan full universe, sort by volume_multiple.

sector_rotation: Checked laggards in arbitrary dict order, spending API
calls on random tickers. Now sorts by most-negative 5d return first so
the strongest laggard candidates are checked before hitting the budget.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

2026-04-06 13:46:21 -07:00

Youssef Aitousarrah

ec8309a34e

Update

2026-02-20 08:38:15 -08:00

Youssef Aitousarrah

1c20dc8c90

feat: improve all 9 scanners and add 3 new scanners

Phase 1 - Fix existing scanners:
- Options flow: apply min_premium filter, scan 3 expirations
- Volume accumulation: distinguish accumulation vs distribution
- Reddit DD: use LLM quality score for priority (skip <60)
- Reddit trending: add mention counts, scale priority by volume
- Semantic news: include headlines, add catalyst classification
- Earnings calendar: add pre-earnings accumulation + EPS estimates
- Market movers: add price ($5) and volume (500K) validation
- ML signal: raise min_win_prob from 35% to 50%

Phase 2 - New scanners:
- Analyst upgrades: monitors rating changes via Alpha Vantage
- Technical breakout: volume-confirmed breakouts above 20d high
- Sector rotation: finds laggards in accelerating sectors

All 12 scanners register with valid Strategy enum values.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

2026-02-20 08:36:18 -08:00

3 Commits