For anyone whose AI-built project made it to 80% and stalled
Describe your idea.
Get it scoped like a developer.
Then hand it to Claude Code or Codex and ship the whole app.
Users. Admin panel. Billing. Support.
Planned the way a 20-year developer would, in one guided conversation.
No more burning tokens on back and forth.
Lock in founder pricing. Solo $39/mo or Pro $99/mo, locked in for life. Once 100 seats are claimed, prices go up to $49 and $129.
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A dozen AI consultants.
One question. Same answer.
I got on a call with a dozen AI consultants and asked them one question.
What's your biggest problem building AI solutions and delivering results?
The answer was almost unanimous.
As AI gets better, people expect it to do more and more.
But building a solution end to end takes endless back and forth.
Tokens get destroyed. Projects stall.
Then Brandon spoke up. He's been a developer for over 20 years.
“I don't have that problem.”
He doesn't hand his coding agents an idea. He hands them a very specific to-do list, with milestones, phases and scaffolding.
Most of the consultants on that call weren't developers.
They didn't know how much of a project has to be planned before it starts.
So Brandon broke down exactly how he runs projects.
His documentation. His rules. Even his samples.
Brandon's method, in three moves.
Plan the whole project before it starts.
Users, permissions, admin, billing. The parts non-developers never think to ask about.
Hand the agent a specific to-do list with milestones.
Not a vague idea. A list it can work through and check off.
Break it into phases, with scaffolding.
Each phase with its context, decisions, risks and a clear definition of done.
That became AI Project Scoper.
It thinks like a developer. It interviews you until it understands the whole project. When you get stuck, it suggests the next move the way an IT project manager would.
Every vibe-coded project hits the same wall.
- Day 1The demo works
- Week 2The login works
- Week 3It looks done
- Day 30A second user signs up
None of it was planned.
So none of it fits.
Now you're rebuilding the foundation under a house that's already standing.
- Who can see what?
- Who can delete what?
- How do you refund someone?
- What happens when their card fails?
- How do you find one user's account?
This isn't a coding problem. AI writes code just fine.
It's a planning problem.
Vibe coding plans the features you can see.Projects die on the ones you can't.
The demo is the tip.
Real developers plan what's under it.
What gets planned
What kills the project
Multi-user permissions
Who can read and change what. Enforced in the database, not just the UI.
Billing
Failed cards, refunds, plan changes, dunning.
Admin panel
Suspend, refund, look up any account, audit log.
12 categories. Every one considered.
Planned where your project needs it. Skipped with a reason where it doesn't.
Super Scaffolding runs this list before you write a line.
See a real 15-file plan ↓The developer in the room before your AI writes a line.
This is a live component from the actual app on an auto-loop. Each file streams in one at a time, exactly like you'll see after signing up.
Rendering your scaffold now.
Three steps. Plan first. Then build.
Talk it out
Describe it in plain English. It asks what a senior developer would ask. Who uses it. What they can do. What can go wrong. Stuck on an answer? It helps you think it through.
Review the plan
Edit anything before a single file is generated. You approve the plan. Nothing gets built on a guess.
Get the build plan
Your CLAUDE.md or AGENTS.md, task list, deployment steps and wiki. Turn on Super Scaffolding for the full phase-by-phase plan. Drop it into Claude Code or Codex and tell it: "review project instructions."
Watch the whole thing, start to finish.
A complete walkthrough of AI Project Scoper -- from a rough idea to a scaffold ready to drop into a repo.
If it has a codebase, you can scope it.
A few examples of what AI Project Scoper handles cleanly:
Works with Claude Code or OpenAI Codex. Pick your tool. The plan speaks its language.
Claude Code projects get a CLAUDE.md. Codex projects get an AGENTS.md. Written in the conventions each tool actually reads.
Now it builds agent skills, not just apps.
The same one-sentence-to-scaffold flow, pointed at the tools people are actually adopting.
Builds real OpenClaw & Hermes skills
Most people write weak skills the agent never loads. Pick OpenClaw or Hermes and walk away with a complete, installable skill folder -- a SKILL.md with a trigger-perfect description, plus references, scripts, and the exact install steps. Built to the format that agent actually reads.
Never out of date
Using a tool that launched last month? The scoper looks it up live and confirms it with you -- instead of insisting it has never heard of it. Your stack, not its training cutoff.
Pick what you’re building
Web app, website, CLI, Chrome extension, or an OpenClaw / Hermes skill -- choose up front and the whole scaffold is shaped exactly for it, not a generic template.
One toggle. Phase-by-phase battle plan.
Need to plan something bigger than a weekend project? Flip Super Scaffolding on the same review screen and your scoper produces a phase-by-phase implementation guide instead of a flat checklist. Every plan includes it.
PixelQuest
A kid-friendly browser-based multiplayer pixel art co-op brawler (Gauntlet Legends meets Golden Axe) with puzzle quests, character creation, voice chat, and persistent progression for players aged 7-15.
15 files generated. Click any card above to preview, or use the Download zip button below.
Each phase becomes its own working document.
Not a flat checklist. A planning artifact your AI coding tool (or your team) can execute against without missing the operational tail.
Context
Why this phase exists, what depends on it, what comes before and after.
Decisions
Concrete options, tradeoffs, and a recommendation. No “TBD”.
Risks
What can go wrong, with mitigation or “we accept this”.
Acceptance
Testable bullets so you know exactly when the phase is done.
Plus the operational tail most plans skip: admin panel, billing edge cases, support, abuse handling, observability, compliance. Each one surfaced as its own phase when the project needs it.
Solo consultants and indie builders shipping projects week after week.
- Up to 20 projects per month
- 3 Super Scaffolding renders per month
- Project storage & edit anytime
- Download zip any time
- Email support
Power users and agencies running multiple projects in parallel.
- Unlimited projects
- 50 Super Scaffolding renders per month
- Project storage & edit anytime
- Priority support
- Early access to team features
Here's what comes with a founder seat.
- The developer interviewAsks what a senior developer would ask. Suggests answers when you're stuck.
- Your CLAUDE.md or AGENTS.mdProject instructions written in the conventions your coding tool reads.
- A to-do list with milestonesPhase by phase, specific to your project. Not a template.
- Deployment steps for your stackReal platform-specific steps, not generic advice.
- A living project wikiWhere the decisions behind your project are written down.
- Super ScaffoldingThe full phase-by-phase battle plan. 3 a month on Solo, 50 on Pro.
- The 12-part launch checklistAdmin, permissions, billing, support, abuse, monitoring and more. Every one considered.
- Agent skill builderComplete, installable OpenClaw and Hermes skill folders.
- BonusThe Unstuck GuaranteeGet stuck, and you can book a call with my team to get unstuck.
- BonusFounder pricing, locked for lifeYour price never goes up, even after the first 100 seats are gone.
Cancel any time.
You won't get stuck on your own.
If you get stuck, book a call with my team and we'll get you unstuck.
Just hit the help button inside the app.
This is for you if
- You build with Claude Code or Codex
- Your projects keep stalling at 80%
- You're tired of burning tokens on back and forth
- You build AI solutions for clients and need them delivered end to end
- You're not a developer, and want to plan like one
It's not for you if
- You want a no-code app builder. This writes the plan. Your coding tool builds from it.
- You'd rather keep re-prompting than spend one conversation planning
Common questions
I'm not a developer. Can I still do this?+
That's who it was built for. Most of the consultants on the call that started this weren't developers. The interview asks the questions a developer would ask, and when you're stuck it suggests an answer the way an IT project manager would. And if you still get stuck, the Unstuck Guarantee means you can book a call with our team.
Does it write the code for me?+
No. It writes the plan. Claude Code or Codex writes the code from it. That split is the point: your coding tool is good at writing code, and it builds far more when it knows the whole project up front.
Why not just tell Claude Code or Codex the project idea directly?+
You can. But will you do it consistently, every project, with the same level of polish? The interview forces the structure you'd otherwise skip: audience, workflow, conventions, risks, definition of done. The output is repeatable across 50 projects instead of one good one and 49 that drift.
What do I actually get when I'm done?+
A zip with four files -- CLAUDE.md or AGENTS.md (depending on your tool), tasks/todo.md with project-specific phases, docs/deployment.md with real platform-specific steps, and docs/wiki.md for living decisions. Every file is tailored to the stack and scope you described.
Does it work with Codex too?+
Yes. Pick Codex during the interview and the primary doc is AGENTS.md (Codex's convention) instead of CLAUDE.md. Tasks and docs work the same way.
How much does it cost?+
Right now the first 100 customers across Solo and Pro get founder pricing locked in for life: Solo $39/month or $279/year, Pro $99/month or $699/year. Once 100 seats sell, prices go up to $49/month ($349/year) for Solo and $129/month ($929/year) for Pro -- 40% off on annual either way. All plans cancel any time.
You have two paths.
Keep vibe coding.
- Hit the wall around week 3.
- Burn tokens on back and forth.
- Rebuild what was never planned.
Plan it like a developer.
- One guided conversation.
- Your AI gets the full plan.
- Build it once.
P.S. Founder pricing ends at 100 seats. After that, Solo is $49/mo and Pro is $129/mo. Founders keep their price for life.
P.P.S. Remember the Unstuck Guarantee. If you get stuck, my team will get on a call with you.
Jeff J Hunter