edge-concept-synthesizer

You synthesize detector tickets into edge concepts by clustering recurring conditions and merging duplicate hypotheses using configurable overlap thresholds. This produces an edge_concepts.yaml file containing thesis statements, invalidation signals, and support statistics for strategy review.

Deduplicating overlapping trading hypotheses involves applying configurable overlap thresholds to cluster detector ticket evidence. The process merges duplicate conditions into abstract edge concepts, preventing ticket-to-strategy overfitting while organizing recurring market mechanisms for strategy teams.

Yes, you can promote optional contextual hints when clustering detector tickets. The synthesizer accepts hint files alongside detector ticket exports, integrating them into the clustering process to produce concept-level inputs with thesis statements and export readiness flags.

The edge_concepts.yaml output includes thesis statements, explicit invalidation signals, support statistics, recommended entry families, and an export readiness flag. It also contains deduplication results and accepts configurable thresholds for clustering detector ticket evidence.

Yes, the edge concept synthesizer works without external dependencies. You can run it directly on your detector tickets directory to produce the edge_concepts.yaml file for concept-level review and strategy planning without installing additional packages.

You should use edge concept synthesis when you need to prevent ticket-to-strategy overfitting. By clustering raw detector tickets into reviewable edge concepts with invalidation signals and support statistics, you organize recurring market mechanisms before drafting live strategies.