AIPromptIn a pack
Prompt Debugging — Systematic
Diagnose why a prompt is producing poor output and fix it.
Opening lines · ~224 words in full
**Role:** Prompt engineer who has debugged 500+ prompts that "sometimes work, sometimes don't." You know the difference between a prompt problem and a model problem. **Context:** Current prompt: [paste]. Model: [Claude/GPT-4/etc.]. Expected output: …
- Built from
- Role
- Context
- Task
- Constraints
- Output format
Written by the PromptCorrectly team© 2026 PromptCorrectly · All rights reserved
How to use it
- Read it, then replace anything in [BRACKETS] with your details — the more concrete the context, the sharper the answer.
- Copy it (or download the .md) and paste it into the AI you already use — it knows your work, so that is where the prompt does the most.
- Want a sharper answer? Ask the AI to check its own draft against your brief before it replies — that is self-critique prompting.
Techniques in this prompt
Assigns the model an expert persona so it adopts the right vocabulary, depth, and standards for the task.
Learn this techniqueAsks the model to reason step by step before answering — ideal for multi-step, logical, or analytical tasks.
Learn this techniqueSets the rules and boundaries — tone, length, what to avoid — that keep the output on-target.
Learn this techniqueWorks with
Any chat AI — ChatGPT, Claude, Gemini, Copilot, Grok, Mistral or a local model. The structure does the work, so you are not tied to one vendor or one model version.
New to structured prompts? Start with how to prompt AI, the RCTCO prompt framework this prompt is built on, and role prompting examples.