Spec-Driven AI Development System

The Problem With AI-Generated Code

You use Claude or Copilot to write code fast. It works.

Then, 6 months later, you come back to that code and have no idea:

• WHY was it written that way
• WHAT decisions were made
• WHICH problems did it solve?

The code works, but it's difficult to maintain. You can't extend it. You're afraid to touch it.

This is the #1 problem with AI-assisted development. Speed without context is technical debt.

The Solution: Spec-Driven Development with Execution History

This toolkit gives you a complete system — not prompts, not tips, a production-tested workflow that:

✅ Generates architect and development specifications from business requirements

✅ Tracks every planning decision and todo in persistent markdown files

✅ Preserves WHY code was written (not just what)

✅ Auto-reviews code for security, performance, and Spring Boot best practices

✅ Generates comprehensive unit tests that follow your project's patterns

✅ Manages git branches and conventional commits

The result: Code you can understand, maintain, and extend — months after you wrote it.

Proof: 45 Days → 5 Days

I used this exact system to build a complete Spring Boot backend:

• Full REST API implementation
• Complete test coverage
• Passed code reviews
• Execution history preserved

What would have taken 45 days took 5.

9x productivity gain.

And 6 months later in future? I can still read the execution history and understand every decision.

What's Inside

Spec Generation (2 prompts + 2 examples)

• Architect specification generator
• Development specification generator
• Real example outputs showing enterprise-grade specs

Workflow Commands (10 total)

• Session management (start, update, end, track progress)
• Spec workflow (create and execute from specifications)
• Git integration (branches, conventional commits)

The Execution History System

• 3-step workflow: plans → in-progress → executed
• Session continuity (restart where you left off)
• Complete context preservation

Spring Boot Test Generation

• Auto-detects your project patterns
• Creates BaseTest if missing
• 6 comprehensive reference guides

Quality Automation (2 agents)

• Java code reviewer (OWASP security, performance, SOLID)
• API test reviewer (coverage, assertions, patterns)

Ready to use:

• Clean folder structure
• README with setup instructions
• Works with Claude Code immediately

Who This Is For

• Backend developers using Spring Boot
• Teams are tired of AI-generated code that they can't maintain
• Engineers who want a repeatable system, not random prompts
• Anyone who's asked "Why did we write it this way?" and had no answer

Who This Is NOT For

• Frontend-only developers (this is Java/Spring Boot focused)
• People looking for "magic prompts" (this is a workflow)
• Hobbyists who don't care about maintainability

Pricing

Early Bird: $149 (first 50 customers)

Regular price: $197

One-time purchase. No subscription. Yours forever.

What You Get

Instant download:

• Complete .claude/ folder structure
• All commands, skills, agents, and prompts
• Example specifications
• README with setup guide
• CLAUDE.md working guidelines

Copy to your project. Start using it immediately.

Questions?

Do I need Claude Code?

Yes, this is built for Claude Code (Anthropic's CLI tool). It may work with other AI coding assistants that support markdown commands.

Is this just prompts?

No. It's a complete workflow system with execution tracking, quality automation, and test generation. The prompts are one piece of it.

Will this work for my project?

If you're building Spring Boot backends, yes. The workflow commands work for any project, but the test generation and code review agents are Java-focused.

Do I get updates?

Email me after purchase for access to the private GitHub repo with updates.