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Prompt library
12 of 105 prompts
Algorithm Reasoning Walkthrough
Tracing a small example by hand is a practical way to catch logic errors in reasoning-focused models.
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BuilderAny assistantMembersBuild a Regular Expression with Test Cases
Positive and negative examples force precision.
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BuilderClaudeMembersCodebase Onboarding Guide
Tracing one concrete flow teaches architecture better than a list of folders.
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BuilderDeepSeekMembersComplexity and Bug Check
Requiring a triggering input for each bug filters out false alarms, which are a common problem in automated reviews.
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BuilderAny assistantMembersDebug an Error Step by Step
It supplies the same facts a human helper would ask for.
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StarterAny assistantMembersExplain This Code to Me
A summary first gives you the big picture before the details.
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BuilderAny assistantMembersExtract Fields to JSON
Naming allowed values and the null rule removes the usual ambiguities.
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BuilderAny assistantMembersGenerate Unit Tests for a Function
Naming the categories of cases pushes beyond happy-path tests.
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BuilderAny assistantMembersPre-Merge Code Review
A defined checklist and table make the review consistent and scannable.
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BuilderClaudeMembersRefactor for Readability Without Changing Behavior
The behavior-preservation constraint prevents hidden rewrites.
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StarterLlamaMembersShort Commit Message Writer
Short, tightly constrained prompts like this work well with smaller local models that can lose focus in long instructions.
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StarterAny assistantMembersWrite and Explain a SQL Query
The schema removes guesswork about column names.
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