Intake

GPTClaudeDeepSeek··▲ 628 copies·updated 2026-07-14

intake-10.prompt

# Quality Loop Intake

Goal:
{goal}

Turn this goal into a task contract. Output findings, not a repository tour.

Return JSON for the agent record only:
- goal (one sentence)
- acceptance_criteria (list)
- constraints (list)
- non_goals (list)
- assumptions (list)
- risk_tier (low|medium|high)
- task_class (tiny|small|medium|mission)
- verification_plan (list)

Ask a clarifying question only if a missing answer could change architecture, data safety,
security, cost, external side effects, or user-visible behavior. Otherwise make the smallest
safe assumption and record it.

Do not edit files.

fill the variables

This prompt has 1 variable. Pro fills them into a ready-to-paste prompt for you — no manual find-and-replace.

{goal}

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when to use it

Community prompt sourced from the open-source GitHub repo zaingz/coding-quality-loop (MIT). A "Intake" style prompt — adapt the placeholders and specifics to your task. Imported as-is and not independently retested here, so check the output before relying on it.