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Each child spec is lightweight (~120 lines): references the umbrella, gives the deliverable structure, specifies the inputs/outputs, and the 5-phase pipeline. Phase 1 (lexicon): refines the warmup's draft into a codified operational spec (lexicon.md + terms_catalog.md + dedup_map.md) Phase 2 (pilot): applies the lexicon to 2 Pass 1 reports (cs229_building_llms + entropy_epiplexity), captures refinements in pilot_report.md Phase 3 (apply): applies the refined lexicon to 10 remaining Pass 1 reports + 1 cross-cutting synthesis, final apply_report.md 3-layer deliverable per video: translation (side-by-side) + replacement (re-encoded) + decoder (per-term etymology + form anchor + definition history) 4 verification criteria: lossless, bounded, constructively typed, etymology-cited