Part of Automate PM Workflows With Claude Code Skills
Product & Design Blueprint
Safety checkedDiagnose and Upgrade Prompts Using Proven Techniques
Skill that analyzes prompts and applies targeted techniques (role priming, structured output, chain-of-thought, examples) to improve Claude's output quality.
What problem does this solve?
Diagnoses what is wrong with a prompt across seven dimensions (role, context, instructions, output format, examples, constraints, evaluation) and applies the specific technique that fixes it. Without this, prompts are often vague or over-complicated, producing mediocre output that requires multiple iterations to get right.
How does it work?
Paste your prompt and describe what output you are getting vs. what you want. The skill analyzes it across seven dimensions, identifies the failure mode, applies one or more targeted techniques (role priming, structured output, chain-of-thought, few-shot examples, constraints, evaluation criteria, delimiter separation), and shows before/after versions. For each change, it explains what problem it solves. Output: an improved prompt with the changes highlighted and instructions for testing the fix.
Included Skills
No skills in this group
Key Features
Diagnostic Framework
Identifies failure modes across seven dimensions: role, context, instructions, output format, examples, constraints, and evaluation.
Technique Library
Applies specific, named techniques (role priming, structured output, chain-of-thought, few-shot examples, constraints, evaluation criteria, delimiter separation) matched to the failure mode.
Failure Mode Lookup
Maps symptoms (generic output, wrong format, verbose padding, hallucinated facts) to likely causes and specific fixes.
Before/After Comparison
Shows both versions side-by-side with an explanation of what changed and why, so you understand the improvement.
Right-Sizing Check
Ensures the improved prompt is not over-engineered. A simple prompt that works beats a complex prompt that confuses.
Tools in this Blueprint
About This Blueprint
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