dbud

Use when posting validated code review findings as GitHub PR line-level comments or a GitHub PR review after completing a review.

Use when reviewing branch or PR changes against a base branch for correctness, security, concurrency, architecture, maintainability, testing, and performance risks.

Baseline coding behavior. Use before writing, reviewing, debugging, or refactoring code. Establishes ground rules for assumptions, simplicity, surgical edits, and verification.

Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree. Use when user wants to stress-test a plan, get grilled on their design.

Use when improving an article or long-form draft for structure, clarity, coherence, flow, readability, or prose quality while preserving meaning, accuracy, intent, and voice.