Pattern Mining

Decide whether repeated code demonstrates a reusable rule or only a plausible hypothesis. Similar names and syntax are not enough; the abstraction must survive examples it was not designed around.

Constraints

• To prevent lineage copies from faking recurrence, use independently implemented exemplars with repository anchors.
• Because the candidate must generalize, form it without seeing the holdout and back-apply every holdout-driven refinement.
• To keep weak evidence from becoming architecture, route hypotheses to no-action; only a fully proven promotion may reach operationalize.

Workflow