Recursive Self-Improvement

Fix what’s wrong, but don’t rewrite what the artist wrote. Stick to the official released version — album booklet, label site, verified lyric video, etc. If you’re guessing, pause and double-check.

Songs have rhythm. Pages do too. Leave line breaks where they belong. Don’t smash things together or add extra empty space just for looks.

Correct typos? Yes. Re-punctuating a whole verse because it ‘looks better’? Probably not. Keep capitalization and punctuation close to the official source.

If you’re editing the explicit version, keep it explicit. If it’s the clean version, keep it clean. No mashups.

This isn’t the place for interpretations, memories, stories, or trivia — that’s what comments are for. Keep metadata, translations, and bracketed stage directions out unless they’re officially part of the song.

If two lines are wrong… fix the two lines. No need to bulldoze the whole page. Think ‘surgical,’ not ‘remix.’

Not sure what they’re singing in that fuzzy bridge? Drop a question in the comments and let the music nerds swarm. Someone always knows.