Code Review Prompt That Checks If It Actually Works
Reviews code for real bugs and broken cases first — kindness is optional. Why it matters: pretty code that fails still fails.
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Prompt topic
Claude prompts for code, analysis, and writing
Copy-ready Claude prompts for code review, multi-agent planning, incident response, contract review, SQL narratives, and cover letters, each tested with Claude.
Every prompt below lists Claude among the models it was tested with. They lean toward the long, structured work people use Claude for: reviewing code, planning features with multiple agents, reading contracts, and turning data into plain-English write-ups. If you reuse a prompt every day, consider turning it into a Claude skill so it loads automatically.
Curated prompts
Top prompts in this topic
4 Agents to Spec, Build, Break, and Fix a Feature
Four agents take turns: write the spec, build it, try to break it, then fix it. Why it matters: fewer half-done features.
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Turn My Workflow Into a Cursor Skill
Turns how you work into a Cursor skill file others can reuse. Why it matters: good workflows die if they stay in your head.
Incident Commander Kit
Helps run an outage: status note, customer note, and postmortem outline. Why it matters: panic without a checklist makes outages worse.
Python Rate Limiting Design — ChatGPT Prompt
Design rate limits and client backoff in Python with clear constraints and verification steps. Why it matters: clear steps stop silent bugs later.
JSON Output Schema Designer — ChatGPT Prompt
Design a strict JSON output schema and validation rules for a prompt. Why it matters: a small system beats a messy pile.
Contract Red Flags in Plain English
Finds scary or confusing parts in a contract and explains them simply. Why it matters: legalese hides traps. Not a lawyer.
SaaS Due Diligence in One Sitting
One-sitting research memo on a SaaS from pages and notes you provide. Why it matters: hype pages hide weak businesses.
SQL Result Narrative — ChatGPT Prompt
Narrate SQL query results for a non-technical audience. Why it matters: a ready draft saves you from a blank page.
3 Agents Debate Your Plan Until It's Final
Three agents (Pro, Con, Judge) debate your plan out loud, then lock a final version. Why it matters: stops endless “what if” loops.
Cover Letter from Resume + Job Description — ChatGPT
Short, specific cover letter from real resume + job description. No fake enthusiasm. Why it matters: clear, true words help you get past filters.
System Prompt: Technical Writer Persona
Sets ChatGPT up as a technical writer persona who stays clear and careful. Why it matters: a small system beats a messy pile.
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Other prompt topic hubs
Gemini Prompts: Tested Prompts for Google Gemini
Copy-ready Gemini prompts tested with Google Gemini: stock research with sources, resume tailoring, planning, surveys, plus Nano Banana photo prompts.
Nano Banana Prompts: Gemini Photo Editing Prompts
Gemini Nano Banana prompts for editing your own photos: headshots, resume photos, backdrop swaps, outfit try-ons, thumbnails, and listing photos.
LinkedIn Headshot AI Prompts
Browse AI LinkedIn headshot prompts for corporate, founder, outdoor, and studio looks. Copy a tested prompt and keep your identity intact.
Product Photography AI Prompts
Browse AI product photography prompts for Midjourney, Flux, and Stable Diffusion—white background, Amazon main images, Shopify lifestyle, and more.