60 battle-tested prompts that get real work done with ChatGPT, Claude, and any LLM.
A curated library of 60 prompts engineered by a developer with 10+ years of experience. Each prompt is structured to force the AI to give you usable, production-quality output — not plausible-sounding nonsense.
Architecture decisions, scaffolding, API design — prompts that produce code you actually want to commit.
Root cause analysis, error diagnosis, performance profiling. Find bugs in seconds, not hours.
System design, database schema review, scalability analysis. Think through hard problems with AI as your sparring partner.
Security audits, performance reviews, maintainability checks. Catch issues before they hit production.
CI/CD pipelines, Docker configs, deployment checklists, monitoring setup.
Test strategy, edge case discovery, coverage analysis. Write tests that actually catch bugs.
I'm getting this error in my {{language}} / {{framework}} application:
{{error_message}}
Diagnose this by:
1. Explaining what this error actually means
2. Listing the 3 most likely root causes
3. For each cause, provide a diagnostic step to confirm or rule it out
4. Provide the fix with before/after code
5. Explain what to add to prevent this class of error
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Markdown files organized by category. Copy-paste ready with placeholder variables you fill in for your specific context.
Yes. The prompts are model-agnostic. They work with any LLM because they're structured to force systematic reasoning, not exploit model-specific quirks.
Free prompts are generic. These are engineered for real developer workflows — debugging production issues, designing schemas, reviewing code. Each one has been tested 3-4 times with different scenarios. The ones that failed got cut.
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