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>
- Call get_finviz_insider_buying with return_structured=True and deduplicate=False
to get all raw transaction dicts instead of parsing markdown
- Group transactions by ticker for cluster detection (2+ unique insiders = CRITICAL)
- Smart priority: CEO/CFO + >$100K = CRITICAL, director + >$50K = HIGH, etc.
- Preserve insider_name, insider_title, transaction_value, num_insiders_buying in output
- Rich context strings: "CEO John Smith purchased $250K of AAPL shares"
- Update finviz_scraper alias to pass through return_structured and deduplicate params
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Major additions:
- ML win probability scanner: scans ticker universe using trained
LightGBM/TabPFN model, surfaces candidates with P(WIN) above threshold
- 30-feature engineering pipeline (20 base + 10 interaction features)
computed from OHLCV data via stockstats + pandas
- Triple-barrier labeling for training data generation
- Dataset builder and training script with calibration analysis
- Discovery enrichment: confluence scoring, short interest extraction,
earnings estimates, options signal normalization, quant pre-score
- Configurable prompt logging (log_prompts_console flag)
- Enhanced ranker investment thesis (4-6 sentence reasoning)
- Typed DiscoveryConfig dataclass for all discovery settings
- Console price charts for visual ticker analysis
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
github-actions[bot]
Youssef Aitousarrah