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.

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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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