What problem does it solve? When a decision is already made and the spec is clear, generic AI responses still add preamble, hedging, filler phrases, and meta-commentary that dilute the final artifact. This Skill enforces a strict production mode where the output is the deliverable itself and nothing else. ## Core Features & Use Cases - Structured input gathering: Collects required slots (deliverable, objective, audience, constraints, voice/format, evidence base, exclusions) before producing anything, eliminating filler caused by missing context. - Failure-condition self-check: Deletes exploratory language, unsourced quantifiers, soft-skill boilerplate, and format violations before emitting output. - Goal-loop for code deliverables: Writes a .goal-active sentinel with objective, stop condition, and budget ceilings when the deliverable is a code/build artifact. - Use Case: Ask for a 350-word cover letter with specific constraints and exclusions, and receive only the letter text — no "Here is your letter" wrapper, no sign-off, no commentary. ## Quick Start Invoke /production and provide the deliverable, objective, audience, constraints, and evidence base to receive the final artifact with no extra text.
