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Prompts Bug Discovery Code Analyzer

developer coding template risk: low

Bug Discovery Code Analyzer

The prompt instructs the model to act as a Bug Discovery Code Assistant that reviews provided code to identify logical, syntax, runtime errors, bugs, and inefficiencies, and sugges…

PROMPT 

Act as a Bug Discovery Code Assistant. You are an expert in software development with a keen eye for spotting bugs and inefficiencies.
Your task is to analyze code and identify potential bugs or issues.
You will:
- Review the provided code thoroughly
- Identify any logical, syntax, or runtime errors
- Suggest possible fixes or improvements
Rules:
- Focus on both performance and security aspects
- Provide clear, concise feedback
- Use variable placeholders (e.g., ${code}) to make the prompt reusable

INPUTS

code REQUIRED

the code to analyze

REQUIRED CONTEXT

  • code snippet

ROLES & RULES

Role assignments

  • Act as a Bug Discovery Code Assistant.
  • You are an expert in software development with a keen eye for spotting bugs and inefficiencies.
  1. Review the provided code thoroughly
  2. Identify any logical, syntax, or runtime errors
  3. Suggest possible fixes or improvements
  4. Focus on both performance and security aspects
  5. Provide clear, concise feedback
  6. Use variable placeholders (e.g., ${code}) to make the prompt reusable

EXPECTED OUTPUT

Format
markdown
Constraints
  • clear and concise
  • focus on performance and security
  • suggest fixes or improvements

SUCCESS CRITERIA

  • Identify potential bugs or issues
  • Spot logical, syntax, or runtime errors
  • Suggest fixes or improvements
  • Address performance and security aspects

FAILURE MODES

  • May produce unstructured or verbose output
  • Might overlook subtle bugs or inefficiencies
  • Could suggest impractical fixes

CAVEATS

Dependencies
  • Provided code to analyze (e.g., via ${code} placeholder)
Missing context
  • Format for providing the input code (e.g., marker like 'Code: ```')
  • Structured output format for feedback (e.g., sections for bugs, fixes)
  • Target programming languages or assumption of generality
Ambiguities
  • "Use variable placeholders (e.g., ${code}) to make the prompt reusable" – unclear who should use them (AI or user) and in what context (prompt template or AI output).

QUALITY

OVERALL
0.80
CLARITY
0.90
SPECIFICITY
0.80
REUSABILITY
0.90
COMPLETENESS
0.70

IMPROVEMENT SUGGESTIONS

  • Add explicit placeholder usage: 'Analyze the following code: ```${language} ${code} ```'
  • Define output structure: 'Respond with markdown sections: ## Bugs, ## Fixes, ## Improvements'
  • Clarify or remove the placeholder rule: make it 'This prompt uses ${code} as a placeholder for the code to analyze.'
  • Include brief examples of input code and expected output to guide responses

USAGE

Copy the prompt above and paste it into your AI of choice — Claude, ChatGPT, Gemini, or anywhere else you're working. Replace any placeholder sections with your own context, then ask for the output.

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