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50 Claude Sonnet 5 Prompts I Use Every Day to Ship 10x Faster

Claude Sonnet 5 just dropped (889pts on HN) and it changes how I code

Anthropic released Claude Sonnet 5 yesterday and it immediately hit #2 on Hacker News with 889 points. After 200+ conversations with it, I've distilled the patterns that actually work into 50 ready-to-use prompts.

The key insight: Sonnet 5 works best with structured, specific prompts. Vague requests waste its capability.

Why Sonnet 5 is different

  • Handles multi-file refactoring in one shot
  • Understands system architecture holistically
  • Debugs production issues with fewer back-and-forth rounds
  • Better at reading between the lines of ambiguous requirements

The 5 prompts I use most

1. Legacy Code Refactoring

Analyze this [language] codebase. Identify code smells, dead code, and
refactoring opportunities. Prioritize by impact and risk. Output a
migration plan with specific file changes.
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2. System Design Interview Prep

Design a [system type] for [use case]. Constraints: [list constraints].
Walk through: data model, API design, caching strategy, failure modes.
Include latency estimates.
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3. Production Incident Post-Mortem

Write a blameless post-mortem for this incident: [timeline]. Include
root cause, contributing factors, action items with owners and deadlines.
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4. Full-Stack Feature Implementation

Implement [feature] end-to-end. Steps:
1) Design the data model
2) Write the API endpoint
3) Create the frontend component
4) Add tests
5) Write the migration
For each step, show code and explain design decisions.
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5. Code Review Acceleration

Review this PR. Check: correctness, security vulnerabilities, performance
regressions, naming conventions, test coverage gaps. Rate each category
1-5 and suggest specific improvements.
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What doesn't work

  • "Fix this bug" - Too vague, Sonnet 5 spins
  • "Make this faster" - Needs context about current perf
  • "Write tests" - Needs to know testing framework, patterns, edge cases

The full pack

I compiled all 50 prompts into a structured pack organized by use case: coding, debugging, documentation, productivity, and learning. Each prompt has bracketed placeholders you fill in with your context.

50 Claude Sonnet 5 Prompts on Gumroad (Free/PWYW)

Also available: 25 AI Prompts for Developers

What prompts are you using with Claude Sonnet 5? Share in the comments!


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