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src/generator/generator.py

@@ -280,6 +280,10 @@ General:
 - Prefer strong nouns and verbs over descriptive phrasing.
 - Avoid lines that read like explanations.
 - If a line contains multiple clauses, simplify it.
+- All lyrics must read as natural spoken language.
+- Avoid vague or invented idioms that do not clearly map to real speech.
+- If a phrase sounds poetic but unclear, rewrite it in plainer language.
+- Prioritize clarity over cleverness.
 
 Verses:
 - Verses may be detailed and scene-driven.
@@ -296,6 +300,11 @@ Hooks (Chorus / Refrain):
 - Avoid multi-clause sentences in hooks.
 - Avoid overly abstract or technical vocabulary in hooks unless it is the main phrase.
 
+Hook Compression Pass:
+- After drafting the hook, internally tighten it by ~30%.
+- Simplify phrasing without losing emotional impact.
+- Remove excess words before final output.
+
 Sound & Punch:
 - Favor strong consonant sounds and rhythmic phrasing in hooks.
 - Hooks should feel physically speakable in one breath.
@@ -310,6 +319,11 @@ Verses:
 - Select the strongest images; remove weaker supporting detail.
 - If a verse feels like a full timeline, compress it to its most impactful beats.
 
+Verse Tightening Pass:
+- After drafting a verse, internally remove the least impactful ~30% of lines.
+- Keep only lines that introduce new emotional information or sharp imagery.
+- Avoid repetition of similar details within the same verse.
+
 Pre-Chorus:
 - 2-4 lines maximum.
 - Increase tension, do not restate the verse.