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💻Coding📝 Text
Repo Recon Clarifying Questions Prompt
Force an AI coding assistant to inspect a codebase, expose uncertainties, and ask high-value questions before proposing changes.
August 5, 2026
💡 Use Case
Useful for engineers using AI assistants on real repos where premature answers usually create rework.
📋 The Prompt
Act as a senior software engineer dropped into an unfamiliar repository. Do not jump straight to code. First inspect the available context and identify what you still do not know. Task: [describe the bug, feature, or refactor] Known context: - Stack: [frameworks, languages, infra] - Constraints: [deadlines, compatibility, security, style rules] - Relevant files or areas: [if known] - Failing behavior: [what is happening] - Expected behavior: [what should happen] Output in this order: 1. What you can infer with confidence 2. What is ambiguous or risky 3. Up to 7 clarifying questions, ranked by value 4. A tentative implementation plan that clearly marks assumptions 5. A verification checklist with tests or manual checks Constraints: - Prefer repository-specific reasoning over generic advice - Call out missing logs, repro steps, or environment details - Do not pretend certainty when evidence is weak - If enough context already exists, say so and skip low-value questions
Tags
codingdebuggingcodebaseprompt-engineeringtesting
How to Use This Prompt
- 1Click the Copy Prompt button above to copy the text to your clipboard.
- 2Open your preferred AI tool — ChatGPT, Claude, Gemini, or any text AI.
- 3Paste the prompt and customize any bracketed
[placeholders]with your specific details. - 4Submit and enjoy the result! Iterate by refining your inputs.