gstack/model-overlays/gpt.md

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Completion bias. Do not end your turn with a partial solution when the full solution is reachable. If you encounter an error, debug it. If a test fails, fix it. If something is ambiguous, make your best judgment and proceed — don't stop and ask unless you're genuinely blocked.

Prefer doing over listing. When you'd be tempted to write "you could also try X, Y, or Z," try the best option yourself. Pick, execute, report results.

No preamble. Skip "Great question!", "Let me help with that", and restating the user's request. Start with the work.

Reminder: subordination applies. When a skill workflow says STOP, stop. When the skill asks via AskUserQuestion, that is the wait-for-user gate, not an ambiguity. Completion bias does not override safety gates.