Vibe coding cleanup services: Quote prep
Use vibe coding cleanup services after a compact audit report. Vibe coding cleanup services get easier to scope when risky files are named first.
For AI-generated apps that need cleanup, review, or handoff
Vibe coding cleanup services start
Vibe coding cleanup services start
with a clear codebase handoff.
RomantiCode helps founders and developers prepare for vibe coding cleanup services before they ask for a quote. Generate an AI code audit report, architecture map, cleanup priorities, and a context pack from your local VS Code workspace.
The goal is simple: make your AI-generated app understandable enough for a cleanup specialist, a senior developer, or an AI coding agent to review it without wasting the first day on discovery.
Review handoff snapshot
Audit focus
- Architecture map before cleanup
- Risky files and review boundaries
- Context pack for AI coding agents
Map
Audit
Handoff
Project overview
taskflow-mvp · Next.js 15 + Supabase · 12k LOC · built with Cursor + Claude Code. Working MVP, no tests, no docs, and ready to request vibe coding cleanup services.
Architecture map
app/
├── (auth)/ # sign in / sign up
├── dashboard/
│ ├── tasks/ # CRUD + filters ← largest surface
│ ├── projects/ # grouping
│ └── settings/ # preferences
├── api/
│ ├── tasks/route.ts
│ └── webhooks/
└── lib/
├── supabase.ts # mixed server/client usage
├── auth.ts
└── ai.ts # behind feature flag Areas to inspect
- app/api/tasks/route.ts — input parsing
- lib/supabase.ts — server/client boundary
- TaskList.tsx — 380 lines, split candidate
- lib/ai.ts — feature flag + timeout
Cleanup priorities
- Split TaskList into smaller components
- Move DB-only code to server modules
- Unify API input parsing
- Document required env vars
Runs inside VS Code BYOK to your AI provider No code storage by RomantiCode Cleanup-ready context pack
Vibe coding cleanup services are easier to quote when the codebase is legible.
Most AI-built projects do not fail because the idea is bad. They fail because the next developer cannot quickly understand what the AI changed, where the risks are, and what cleanup work is actually required.
Vibe coding cleanup services signal
The app works in demos, but no one can explain the auth, data model, background jobs, or deployment path.Vibe coding cleanup services signal
The AI assistant changed the same feature in several places, leaving duplicated logic and hidden state.Vibe coding cleanup services signal
A founder wants a cleanup quote, but the freelancer first needs architecture notes, risky files, and reproduction steps.Vibe coding cleanup services signal
A developer can fix the app, yet they burn the first day mapping routes, environment variables, and module ownership.Vibe coding cleanup services signal
A team needs cleanup help, but they still have only screenshots, prompt history, and a confusing repository.Vibe coding cleanup services signal
A launch is close, but no one has checked payment flows, API boundaries, data permissions, or rollback steps.What people really want from vibe coding cleanup services
When someone searches for vibe coding cleanup services, they usually do not want another generic code review article. They want a practical answer: can this AI-generated app be cleaned up, how much work is hidden inside it, and what should be sent to a specialist before money changes hands?
RomantiCode focuses on that preparation layer. It does not pretend to replace engineering judgment. Instead, it gives the cleanup conversation a shared map: what exists, what is risky, what needs inspection, and what can wait.
That is why the homepage now targets this cleanup-intent search directly. The phrase matches a real commercial intent: people have a working AI-built app, but they need help turning it into code that can be maintained, reviewed, and launched. RomantiCode sits before the cleanup vendor or freelancer, giving that person enough context to quote, prioritize, and avoid a blind rewrite.
Architecture map
Show the route tree, service modules, database touchpoints, third-party APIs, and files that control important flows.
Risk list
List the places a cleanup specialist should inspect first: auth, payments, data writes, background jobs, secrets, and generated code hotspots.
Cleanup scope
Separate must-fix launch blockers from nice-to-have refactors so vibe coding cleanup services can quote the real work.
AI-ready context
Create a compact context pack for Claude Code, Cursor, Codex, or a human engineer so cleanup starts from the same project map.
Vibe coding cleanup services readiness map
This map keeps the homepage aligned with real cleanup intent: before hiring help, make the project understandable, quotable, and safe to change.
Vibe coding cleanup services: Architecture map
Use vibe coding cleanup services with route, module, and data-flow context. Vibe coding cleanup services should not begin from a blank repository tour.
Vibe coding cleanup services: Risk triage
Use vibe coding cleanup services after auth, payment, data, and deployment risks are visible. Vibe coding cleanup services need a ranked inspection path.
Vibe coding cleanup services: AI handoff
Use vibe coding cleanup services with prompts, agent boundaries, and verification notes. Vibe coding cleanup services move faster when AI context is reusable.
Vibe coding cleanup services: Launch blockers
Use vibe coding cleanup services to separate launch blockers from cleanup polish. Vibe coding cleanup services should focus first on user-facing failure points.
Vibe coding cleanup services: Refactor scope
Use vibe coding cleanup services with a must-fix and later-fix split. Vibe coding cleanup services become cheaper when optional refactors are clearly parked.
Vibe coding cleanup services: Test gaps
Use vibe coding cleanup services after the audit names missing tests. Vibe coding cleanup services can then price QA around real flows, not guesses.
Vibe coding cleanup services: Dependency review
Use vibe coding cleanup services with dependency notes and generated-code hotspots. Vibe coding cleanup services need to know which packages carry hidden risk.
Vibe coding cleanup services: Database safety
Use vibe coding cleanup services after write paths and schema assumptions are mapped. Vibe coding cleanup services should inspect data loss risks early.
Vibe coding cleanup services: Environment setup
Use vibe coding cleanup services with env vars, deploy commands, and rollback notes. Vibe coding cleanup services stall when setup knowledge lives only in memory.
Vibe coding cleanup services: Component cleanup
Use vibe coding cleanup services to split oversized UI files with context. Vibe coding cleanup services should preserve working behavior while shrinking risky surfaces.
Vibe coding cleanup services: API boundaries
Use vibe coding cleanup services after server/client boundaries are visible. Vibe coding cleanup services can then fix unsafe calls without broad rewrites.
Vibe coding cleanup services: Security pass
Use vibe coding cleanup services with permission, token, and secret notes. Vibe coding cleanup services should know which flows need human security review.
Vibe coding cleanup services: Performance pass
Use vibe coding cleanup services after slow screens and heavy modules are listed. Vibe coding cleanup services can then target measurable user pain.
Vibe coding cleanup services: Documentation pass
Use vibe coding cleanup services with JSDoc, Markdown, and Mermaid context. Vibe coding cleanup services work better when docs explain current behavior.
Vibe coding cleanup services: Developer onboarding
Use vibe coding cleanup services with a short project map for the next engineer. Vibe coding cleanup services should reduce onboarding before refactoring begins.
Vibe coding cleanup services: Freelancer handoff
Use vibe coding cleanup services after the brief explains goals, risks, and constraints. Vibe coding cleanup services get better quotes from specific handoffs.
Vibe coding cleanup services: Founder review
Use vibe coding cleanup services only after the founder can explain the app map. Vibe coding cleanup services should convert uncertainty into a decision.
Vibe coding cleanup services: AI agent guardrails
Use vibe coding cleanup services with files that AI agents may edit safely. Vibe coding cleanup services need boundaries before automated cleanup starts.
Vibe coding cleanup services: Post-cleanup check
Use vibe coding cleanup services with a verification checklist. Vibe coding cleanup services should end with proof that core flows still work.
Prepare before you pay for cleanup.
Vibe coding cleanup services can be valuable, but a messy handoff turns every quote into paid discovery. A small audit pack helps both sides decide what work is real.
| Stage | What the specialist receives | Likely result |
|---|---|---|
| Before cleanup | Unknown architecture, prompt history, screenshots, vague bug list | Slow quote, broad estimate, high risk buffer |
| With RomantiCode | Architecture map, AI code audit report, cleanup priorities, context pack | Clear scope, faster review, fewer discovery hours |
| After handoff | Cleanup specialist, internal developer, or AI coding agent works from the same brief | Smaller changes, better review, easier launch decision |
Tools for cleanup-ready AI code
A focused set of pages for preparing an AI-generated project before vibe coding cleanup services, refactor work, launch review, or team handoff.
Product
LegacyDoc AI
VS Code extension that generates JSDoc, Markdown docs, Mermaid architecture diagrams, and cleanup-ready context packs from your local codebase.
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Tool
AI Code Audit Report
Generate an audit-ready context pack before hiring vibe coding cleanup services, planning a refactor, or handing off an AI-built app.
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Tool
AI Code Audit Cost Calculator
Estimate discovery hours, report scope, and review budget before asking for an AI-generated code audit quote.
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Tool
LLM Cost Regression Checker
Estimate whether a pull request, model switch, or coding-agent workflow could raise recurring LLM cost before merge.
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Tool
AI Quota Tracker
Plan Claude, Codex, Gemini, Copilot, and coding-agent quota usage before a team runs out mid-task.
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Tool
MCP Security Scanner
Review MCP server tools, file access, secrets, network egress, and agent trust before connecting AI coding workflows.
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Tool
CodeGraph Token Savings Calculator
Estimate token, cost, and tool-call savings from code graph workflows for Claude Code, Codex, Cursor, and OpenCode.
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Service
AI App Launch Audit
Request a launch-readiness opinion before real users, vibe coding cleanup services, investor demos, or production handoff.
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Service
Vibe Coding Cleanup Services Prep
Prepare the architecture map, cleanup brief, risk notes, and verification plan before hiring vibe coding cleanup services.
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Template
Launch Audit Request Template
Copy a request brief before asking for an AI app launch audit, cleanup quote, demo review, or developer handoff.
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Example
Sample audit report
See what a finished AI code audit report looks like — project overview, architecture map, areas to inspect, cleanup priorities.
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Use case
Vibe Code Cleanup Readiness
Prepare your vibe-coded app for cleanup with architecture maps, module summaries, cleanup priorities, and a quote-ready handoff package.
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Checklist
Vibe Code Cleanup Checklist
Run a cleanup checklist before refactor, AI coding agent work, or a specialist quote.
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Template
Cleanup Brief Template
Copy a cleanup brief structure before asking for a quote, assigning an AI agent, or hiring a cleanup specialist.
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Use case
Document legacy code
Generate JSDoc, Markdown docs, Mermaid diagrams, and AI-ready context from existing or inherited codebases.
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Use case
AI codebase context
Create a compact project brief for Claude Code, Cursor, Codex, or a human developer before making changes.
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Example
AI Codebase Map Example
Study a sample codebase map with entry points, module ownership, data flow, risk areas, and AI coding boundaries.
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Template
PROJECT.md Template
Copy a PROJECT.md template for AI coding agents before Codex, Claude Code, Cursor, or Copilot edits the repo.
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Checklist
Claude Code Context Checklist
Prepare CLAUDE.md, PROJECT.md, AGENTS.md, repo maps, commands, boundaries, and verification notes before a Claude Code session.
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Guide
Cursor Rules vs AGENTS.md
Decide what belongs in Cursor rules, AGENTS.md, PROJECT.md, and audit reports before multiple AI coding agents touch the repo.
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Checklist
AI Extension Permissions
Review workspace access, provider routes, terminals, secrets, VS Code profiles, and approval evidence before installing AI coding extensions.
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Pricing
Free vs Pro
Start free with 5 generations per day, then upgrade to Pro for unlimited generations, batch processing, and custom prompt templates.
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Resource
AI Code Audit Checklist
A practical checklist to review architecture, dependencies, docs, tests, and cleanup priorities before shipping AI-generated code.
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Resource
Production Ready Checklist
Review an AI-built app before launch: architecture, auth, data flow, QA, rollback, and cleanup priorities.
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How to prepare for vibe coding cleanup services
A simple loop you can run before cleanup, refactor, or handoff — locally inside VS Code, with your own API key.
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Step 1
Open your codebase locally in VS Code
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Step 2
Generate docs, context pack, and architecture map
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Step 3
Review cleanup notes and launch risks
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Step 4
Share context with cleanup services, Claude Code, Cursor, or Codex
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Step 5
Refactor in small, reviewable steps
Where RomantiCode fits in the cleanup process
Honest boundaries help you choose the right combination of tools, AI agents, and vibe coding cleanup services.
What it is
- — Generates JSDoc, Markdown docs, and Mermaid architecture diagrams
- — Produces an audit-ready context pack for your codebase
- — Helps you prepare for vibe coding cleanup services before you request a quote
- — Runs locally in VS Code, BYOK to your AI provider
- — Designed to be shared with Claude Code, Cursor, Codex, or a cleanup specialist
What it's not
- — It does not replace a professional security audit
- — It does not automatically fix every issue in your code
- — It does not guarantee production readiness
- — It does not store or proxy your code on RomantiCode servers
- — It does not pretend every vibe-coded project is worth saving
Not ready to hire cleanup yet? Start with the audit.
Many founders search for vibe coding cleanup services too early. They know the app is fragile, but they cannot describe the work clearly enough to compare quotes. A cleanup-ready audit report gives you a middle step.
You can use the report to decide whether to hire a specialist, ask an internal developer to stabilize the code, or continue with AI agents after giving them better project context.
Generate audit report
Map architecture, risky modules, and cleanup priorities before the first call.
Prepare cleanup services
Build the service brief before hiring vibe coding cleanup services.
Estimate cleanup scope
Turn unknown discovery work into a rough scope before asking for vibe coding cleanup services.
Write a cleanup brief
Package context, risks, priorities, and verification before the first cleanup quote.
Request launch audit
Get a focused launch-readiness opinion for an AI-generated app.
Prepare your AI-generated app before cleanup starts.
Use RomantiCode before hiring vibe coding cleanup services, requesting a launch audit, or asking an AI coding agent to refactor production code.