A reusable framework that helps coding agents architect and build web applications with precision and speed.
Describe your idea. Clone the framework. Let your AI agent go to work.
git clone https://github.com/mosnin/LoxSammy docs/framework// Compatible with your favorite coding tools
// Get Started
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Describe
your idea
Tell your AI agent what you want to build. Glorbs asks targeted questions, then generates complete project docs automatically.
Clone
the framework
One command. Structured documentation drops into your repo. No runtime dependencies, no lock-in.
Build
phase by phase
Your agent reads the docs and builds methodically — schema, auth, dashboard, billing, marketing — validated at every gate.
// Phased Execution
14 phases from idea
to production
Each phase reads only the files it needs, builds, validates through gates, and waits for your approval before continuing. No blind code dumps.
- Discovery interview generates 9 project documents
- Each phase has entry conditions and exit validation
- Stop and resume at any phase boundary
// Resilience
Self-healing with
46+ validation gates
Doctor Mode scans your codebase for broken references and doc drift. Error Recovery provides structured re-run protocols. Pattern Snapshot prevents style drift across sessions.
- Doctor Mode: structural linter catches broken references
- Error Recovery: phase re-run without starting over
- Pattern Snapshot: enforces conventions at scale
// Flexibility
Zero lock-in with
documented escape hatches
Every default technology has a documented swap guide. Replace Stripe with Lemon Squeezy, Auth.js with Clerk, PostgreSQL with MySQL — the agent knows exactly which files to change.
- Each swap guide lists affected files and migration steps
- Override any default during the discovery phase
- Community swap guides for additional technologies
// How It Works
Glorbs guides your AI agent through a structured build process. Each phase reads only the files it needs, validates, and waits for approval.
Discovery & Planning
- Interactive interview
- 9 project docs generated
- Architecture plan defined
Foundation
- Next.js + TypeScript scaffold
- Database schema (12+ tables)
- Shared utilities & validation
Auth & Onboarding
- Login, signup, email verification
- Multi-step onboarding flow
- Role-based access control
App Shell & Dashboard
- Responsive sidebar layout
- Dashboard with real metrics
- Navigation & breadcrumbs
Features, Settings & Admin
- Core CRUD operations
- Stripe billing integration
- Admin panel & user management
Email, Marketing & Polish
- Transactional email templates
- Marketing site generation
- Edge cases & QA checklist
// Repository Structure
Documentation that
builds software
Glorbs contains no code, only structured documentation that guides your AI agent through every decision. Four directories, each with a clear purpose.
// Default tech stack
// Ready?
Clone the framework and start building
One command. No account. No dependencies. Just structured docs that turn your AI agent into a senior architect.
git clone https://github.com/mosnin/LoxSammy docs/framework// Testimonials
Builders ship faster
with Glorbs
“I went from a vague idea to a fully structured codebase in a single afternoon. Glorbs handled the architecture decisions I usually agonize over for weeks.”
“The phased approach is what makes this different. My agent didn't just dump code. It asked the right questions, generated docs, and built methodically.”
“46 validation gates meant I caught structural issues before they became expensive rewrites. The pattern snapshot alone saved me from drift across sessions.”
“I went from a vague idea to a fully structured codebase in a single afternoon. Glorbs handled the architecture decisions I usually agonize over for weeks.”
“The phased approach is what makes this different. My agent didn't just dump code. It asked the right questions, generated docs, and built methodically.”
“46 validation gates meant I caught structural issues before they became expensive rewrites. The pattern snapshot alone saved me from drift across sessions.”
“I went from a vague idea to a fully structured codebase in a single afternoon. Glorbs handled the architecture decisions I usually agonize over for weeks.”
“The phased approach is what makes this different. My agent didn't just dump code. It asked the right questions, generated docs, and built methodically.”
“46 validation gates meant I caught structural issues before they became expensive rewrites. The pattern snapshot alone saved me from drift across sessions.”
“I went from a vague idea to a fully structured codebase in a single afternoon. Glorbs handled the architecture decisions I usually agonize over for weeks.”
“The phased approach is what makes this different. My agent didn't just dump code. It asked the right questions, generated docs, and built methodically.”
“46 validation gates meant I caught structural issues before they became expensive rewrites. The pattern snapshot alone saved me from drift across sessions.”
“I've tried half a dozen AI coding workflows. Glorbs is the first one that produces code I'd actually ship. The framework docs are incredibly well structured.”
“The generated project docs (feature spec, user flows, edge cases) were better than what most junior PMs produce. And the agent wrote them in minutes.”
“From Prisma schema to Stripe billing to marketing site, Glorbs covers the full stack. I just had to describe what I wanted and approve each phase.”
“I've tried half a dozen AI coding workflows. Glorbs is the first one that produces code I'd actually ship. The framework docs are incredibly well structured.”
“The generated project docs (feature spec, user flows, edge cases) were better than what most junior PMs produce. And the agent wrote them in minutes.”
“From Prisma schema to Stripe billing to marketing site, Glorbs covers the full stack. I just had to describe what I wanted and approve each phase.”
“I've tried half a dozen AI coding workflows. Glorbs is the first one that produces code I'd actually ship. The framework docs are incredibly well structured.”
“The generated project docs (feature spec, user flows, edge cases) were better than what most junior PMs produce. And the agent wrote them in minutes.”
“From Prisma schema to Stripe billing to marketing site, Glorbs covers the full stack. I just had to describe what I wanted and approve each phase.”
“I've tried half a dozen AI coding workflows. Glorbs is the first one that produces code I'd actually ship. The framework docs are incredibly well structured.”
“The generated project docs (feature spec, user flows, edge cases) were better than what most junior PMs produce. And the agent wrote them in minutes.”
“From Prisma schema to Stripe billing to marketing site, Glorbs covers the full stack. I just had to describe what I wanted and approve each phase.”
// FAQ
Common questions
Ready to build?
Clone the framework, describe your idea, and let your AI agent handle the rest.
git clone https://github.com/mosnin/LoxSammy docs/frameworkFree and open source. No account required.