Bang-isme

Use when a project has 50+ files, missing context, or explicit $codex-genome request; generates multi-layer project context to reduce hallucination.

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Use for documents, reports, memos, guides, academic papers, or formal text that needs clear structure, reliable tone, formatting, and diagrams.

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Use when work is ambiguous or has multiple viable paths; compares options, assumptions, evidence, tradeoffs, and the best next action.

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Use for bugs, test failures, broken behavior, or unexpected results; enforces 4-phase root-cause debugging before fixes.

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Use before feature, bugfix, or refactor implementation when behavior can be tested; enforces Red-Green-Refactor discipline.

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Use when about to claim work is complete, fixed, or passing; run verification and read the output before any success claim.

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Use when implementation needs isolation from the current workspace; creates git worktrees with safe directory selection and baseline verification.

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Use when committing or pushing completed work; automates gate-aware conventional commits with optional signing and CI/CD checks.

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