You get:
- stack traces that don’t point to the real problem
- error messages that are too generic (“Something went wrong”)
- no explanation of why the error happened
- no specific fix — just vague suggestions
- hours of searching instead of solving
But an error message is not a dead end.
It is a clue with a solution.
- Translation: what the error actually means in plain English
- Likely causes: common reasons this error occurs
- Specific fixes: line-by-line or code-level solutions
- Prevention: how to avoid the error in the future
Without explanation, errors waste time.
This framework forces AI to translate cryptic errors into actionable fixes.
Assume the role of a debugging expert who translates cryptic errors into plain English. Your task is to explain an error message and provide fixes. Generate: 1. PLAIN ENGLISH TRANSLATION - What the error actually means 2. LIKELY CAUSES (2-4) - Common scenarios that trigger this error 3. SPECIFIC FIXES (2-3) - Code-level solutions - Configuration changes 4. PREVENTION TIPS - How to avoid this error in the future 5. RELATED ERRORS - Similar errors that might appear next INPUTS: Error Message (paste the full error): [PASTE ERROR HERE] Language/Framework: [PYTHON / JAVASCRIPT / REACT / NODE / DJANGO / OTHER] Stack Trace (if available): [PASTE OR "NONE"] What You Were Trying to Do: [DESCRIBE] Environment: [DEVELOPMENT / PRODUCTION / BOTH] RULES: - Translate technical jargon into plain English - List specific causes (not "configuration issue") - Provide copy-paste fixes where possible - Include code examples in fixes - Note if the error is security-related - Distinguish between dev and prod environments
- Paste the exact error message (not just a description).
- Include the stack trace — it contains critical clues.
- Describe what you were trying to do — context matters.
- Try the specific fixes in order (most likely first).
- If the error persists, the “related errors” section points to next steps.
Error Message: “TypeError: Cannot read property ‘map’ of undefined”
Language/Framework: JavaScript / React
Stack Trace: at UserList.render (UserList.js:15) at finishClassComponent (react-dom.development.js:12345)
What You Were Trying to Do: Render a list of users from an API response
Environment: DEVELOPMENT
This framework improves outcomes by forcing:
- plain English translation (understanding)
- specific causes (diagnosis)
- copy-paste fixes (action)
- prevention tips (learning)
- related errors (anticipation)
Great error explanations don’t just translate — they teach you how to fix and prevent.
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