[Verse 1] Got a project spec that's way too vague Time to turn confusion into something staged Break it down to prompts that AI can use If the bot can't get it, then your team will lose Every fuzzy detail needs a sharper view What seems clear to you might not ring true [Chorus] From ambiguity to clarity Four exercises set us free Spec-to-prompt, pair review Output eval, we'll push it through When the meaning's crystal clear Success will finally appear From ambiguity to clarity [Verse 2] Let AI write your first draft specification Then review with careful examination What context did the system miss today? What assumptions led it far astray? Which stakeholders got left behind? The gaps reveal what's on your mind [Chorus] From ambiguity to clarity Four exercises set us free Spec-to-prompt, pair review Output eval, we'll push it through When the meaning's crystal clear Success will finally appear From ambiguity to clarity [Bridge] Generate three different solutions now Same problem, different prompts somehow Evaluate which one works the best Articulate why it beats the rest Your judgment skill is spec skill too The better you evaluate, the more you'll do [Verse 3] When the spec is tight, the prompts are clean AI delivers what you really mean Human teams can execute with confidence No more guessing games and false pretense Practice these four exercises well Soon your projects will excel [Chorus] From ambiguity to clarity Four exercises set us free Spec-to-prompt, pair review Output eval, we'll push it through When the meaning's crystal clear Success will finally appear From ambiguity to clarity [Outro] Vague specifications waste our time Make them clear and watch them shine From ambiguity to clarity
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