55 Prompt Templates · MIT Licensed

Stop Writing Prompts
From Scratch

55 battle-tested prompt templates for the workflows developers actually use: code review, debugging, architecture, docs, and testing.

Works with Claude, GPT-4o, Gemini, Cursor, and any instruction-following LLM. Replace {{PLACEHOLDERS}}, paste, done.

$24 one-time · instant download
Get the Pack — $24 →

No subscription · No DRM · MIT licensed · 55 files

💬 Works with Claude, GPT-4o, Gemini 📁 55 templates across 6 categories ⚡ VSCode snippet format included 🔑 MIT licensed — use in teams

Without this pack

  • Spend 5–10 min crafting "the right prompt" for every task
  • Get vague AI responses because your prompt was too loose
  • Re-invent prompts every session, no consistency across team
  • Miss important review dimensions (security? edge cases?)
  • Junior devs don't know what to ask the AI

With AI Developer Prompts Pack

  • Paste a template, fill in your context — 30 seconds
  • Structured prompts with explicit output format = precise results
  • Team-wide standards for how you use AI in development
  • Checklists baked in — nothing falls through the cracks
  • VSCode snippets so prompts trigger from the editor

What's Inside

55 templates across 6 developer workflow categories

🔍

Code Review

10 prompts
  • Security vulnerability scan
  • Performance bottleneck review
  • PR review checklist
  • API contract review
  • Database schema review
🐛

Debugging

10 prompts
  • Stack trace analysis
  • Memory leak detection
  • Production incident RCA
  • N+1 query finder
  • Race condition debugger
🏗️

Architecture

10 prompts
  • System design review
  • Tech stack decision
  • Scalability planning
  • Microservices split
  • Database choice guide
📝

Documentation

10 prompts
  • README generator
  • ADR (Architecture Decision Record)
  • Runbook creator
  • Post-mortem template
  • API docs writer
🧪

Testing

10 prompts
  • Unit test generator
  • Integration test plan
  • E2E test scenarios
  • Property-based test cases
  • Legacy code test coverage
♻️

Refactoring

5 prompts
  • Dead code remover
  • Function decomposer
  • Type safety upgrader
  • Async/await migrator
  • Error handling improver

How It Works

1️⃣

Open the prompt

Browse by category (code review, debugging, etc.) or use the VSCode snippet shortcut.

2️⃣

Fill in the variables

Replace {{YOUR_CODE}} and {{CONTEXT}} with your actual content. Takes 10 seconds.

3️⃣

Paste into your AI

Works with Claude, ChatGPT, Gemini, Cursor, GitHub Copilot Chat — any instruction-following LLM.

Example: Code Review — Security Scan

Review the following code for security vulnerabilities.

Code:
{{CODE_BLOCK}}

Language: {{LANGUAGE}}
Context: {{BRIEF_DESCRIPTION}}

Check for:
- Injection vulnerabilities (SQL, command, XSS)
- Authentication / authorization flaws
- Sensitive data exposure
- Insecure dependencies or API calls
- Input validation gaps

For each issue found:
1. Severity: Critical / High / Medium / Low
2. Location: line number or function name
3. Description: what's wrong and why it's risky
4. Fix: concrete code suggestion

What Developers Say

"I used to spend 10 minutes writing the right prompt for code review. Now I paste in the template and I'm done in 30 seconds. These are genuinely well-engineered."

Backend Engineer

5 years @ fintech startup

"The debugging prompts alone saved me hours on a gnarly production incident. Having a structured prompt for RCA keeps you from going in circles."

Staff Engineer

Remote contractor

"We use these as team standards. Everyone opens the same prompt template for PR reviews — the consistency has made our review process way better."

Engineering Lead

12-person dev team

One-time purchase

55 prompt templates. $24.

Every template you need for code review, debugging, architecture, docs, and testing. MIT licensed. Use in your team. No recurring fees.

Get the Pack — $24 →

No subscription · No DRM · Instant download

Everything in the Pack

10 code review prompts (security, performance, PR, API, DB)
10 debugging prompts (stack traces, memory leaks, incidents)
10 architecture prompts (system design, tech choice, scaling)
10 documentation prompts (README, ADR, runbooks, post-mortems)
10 testing prompts (unit, integration, E2E, property-based)
5 bonus refactoring prompts
VSCode snippet JSON — trigger any prompt from your editor
Works with Claude, GPT-4o, Gemini, Cursor, Copilot Chat
MIT licensed — use across your whole team
Organized into 55 individual Markdown files

FAQ

Which AI tools do these work with?

Any instruction-following LLM: Claude (recommended), GPT-4o, Gemini Pro, Llama 3, Mixtral, Cursor, GitHub Copilot Chat, and others. No lock-in.

How do I use the prompts?

Each prompt has {{PLACEHOLDER}} variables. Replace them with your code/context and paste into your AI assistant. Takes about 10 seconds per prompt.

Can I use these in a team?

Yes — MIT licensed. Share freely across your team, use in internal tooling, build a prompt library from them. No restrictions.

What format are the files?

Markdown files organized by category (55 files). Also includes a VSCode snippet JSON so you can trigger any prompt directly from your editor with a keyword.

Are these just ChatGPT "magic prompts"?

No. These are structured engineering templates with chain-of-thought framing, variable substitution, and explicit output format instructions. Built by developers, for developers.

Is there a refund policy?

Digital products are non-refundable. But the product page shows exactly what you get — if it's not the right fit, wait until you're sure.

aipromptsclaudechatgptcode-reviewdebuggingarchitecturedocumentationtestingproductivityllmvscode

Stop writing prompts from scratch.

Get 55 production-ready developer prompt templates. Use them solo or standardize your whole team's AI workflow.

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