VIBE CODING / AI-ASSISTED DEVELOPMENT

AI Agent Task Breakdown Generator

Paste a feature request or project brief and get a checklist of small, AI-agent-sized tickets — decomposed by phase (data model, backend, frontend, validation, tests, docs), each with a one-line acceptance hint.

  • Rule-based decomposition, no API call
  • Titles built from your actual brief, not placeholders
  • Check off tickets as you go, copy as a markdown checklist
Tech stack
Complexity / granularity

Paste a brief on the left and click Generate task breakdown to see AI-agent-sized tickets here.

How it works

1

Paste your brief and pick stack and complexity

Paste a feature request or project brief as free text, choose your tech stack (web, API, mobile, or generic), and pick a complexity level that controls how many tickets appear per phase.

2

The brief is scanned for common build phases

Rule-based keyword matching checks the text for signals of data-model, backend, frontend, validation, testing, and documentation work, prioritising phases your brief already mentions.

3

Tickets are assembled from your actual text

A short feature-name phrase is pulled from your brief and used to populate each ticket title and acceptance hint from a phase-scaffold template — not lorem ipsum placeholders.

Frequently asked questions

Does this call an LLM to break down my brief?

No. It uses rule-based keyword detection and a fixed phase-scaffold template, assembled entirely client-side — no API call for the decomposition itself.

Will it always include every phase?

Only phases applicable to your chosen tech stack are included (e.g. a frontend-only stack skips the backend/API phase). Phases your brief text mentions are prioritised toward the top.

What does "complexity" change?

It controls how many tickets are generated per phase — Small keeps one core ticket per phase, Large expands to three to four, giving a finer-grained breakdown for bigger features.

Are the checked-off tickets saved?

Checkbox state is saved to your browser's sessionStorage only, so it survives a refresh in the same tab but is not synced anywhere or persisted long-term.

Can I edit the generated tickets?

Copy the checklist as markdown and edit it in your own tracker or editor — the generator gives you a solid starting structure, not a final, unchangeable list.

How We Compare

Feature MVPHub Manual ticket writingGeneric project-management templates
Tickets scaled to AI-agent-sized scope Included Limited Not included
Generated from your actual brief text Included Included Not included
Phase-based scaffold (data, backend, UI, tests, docs) Included Limited Limited
Copy-ready markdown checklist Included Not included Limited

Manual ticket writing takes time and can miss phases like validation or docs; generic project templates aren't scoped to AI-agent-sized tasks. MVPHub decomposes your specific brief into a phase-based checklist scaled to the granularity you choose.

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