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Spec-driven development framework — AI agents that think before they type

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# Brief Checklist verified: 2026-11-02 Every brief must contain: 1. **Audience**: a specific reader or role, not "everyone". 2. **Goal**: one observable outcome (book a call, fix a config, decide on X). 3. **Constraints**: channel, length, tone, brand rules, regulatory limits. 4. **Outline**: section list with each section's purpose. 5. **Dependencies**: what blocks the draft (SME interview, legal review, screenshots). 6. **Success metric**: how the team will know the piece worked. Mark unknowns explicitly (e.g. `Audience: unknown, pending product input`) rather than guessing.