effortless-rulebooks

TOML config structure and validation rules. Use when creating or modifying config files (global_rubric.toml, role_archetypes.toml, settings.toml), updating config validation, or loading config in the indexer.

Rescore pipeline for re-scoring existing JDs from disk. Use when implementing or modifying the rescore CLI subcommand, Rescorer class, or JD file parsing back into JobListing objects.

Scoring model covering ChromaDB collections, fusion formula, and embedding synthesis. Use when implementing or modifying the scoring pipeline: indexer embedding synthesis, scorer collection queries, ranker fusion formula, or export score breakdowns.