AI Task Generator: Turn Your Code Into a Plan
Planning is the tax you pay before building. shipsolo pays it for you: the AI reads your source code or brief and hands you a prioritized task list.
Start freeFree for 2 projects. Pro is €5 per month or €36 per year.
An AI task generator turns a codebase or product brief into a concrete task list automatically. shipsolo does exactly that: its AI reads your source code or brief, generates scoped tasks with impact and effort estimates, and ranks them by impact per minute. It also exposes an API and MCP server so coding agents can manage tasks too.
Why solo builders pick shipsolo
From repo to roadmap
shipsolo reads your actual source code, so generated tasks reference the product you have, not a hypothetical one. Missing features, rough edges, and next steps come out as concrete work items.
Estimates included
Every generated task ships with an impact and effort estimate. That feeds the impact-per-minute ranking, so the AI does not just create work, it orders it.
Brief in, plan out
No code yet? Paste a short brief describing the idea. The AI drafts the plan that takes it from idea onto the milestone journey toward ramen-profitable.
Agents can plug in
shipsolo offers an API and an MCP server. Your coding agent can pull the next task, do the work, and mark it done, keeping the plan and the code in sync.
How it works
- 1
Feed it context
Give shipsolo your source code or a written brief. The more it sees, the more specific the generated tasks get.
- 2
Review the generated plan
The AI proposes scoped tasks with impact and effort estimates. Keep what fits, tweak what does not, delete the rest. You stay the editor.
- 3
Execute by impact per minute
Accepted tasks join your ranked board. Work top to bottom, or let an agent pick tasks up through the API and MCP.
Frequently asked questions
▸What is an AI task generator?
An AI task generator is a tool that converts a high-level input, like a product brief or a codebase, into a concrete list of tasks. shipsolo generates scoped tasks with impact and effort estimates from your source code or brief and ranks them by impact per minute.
▸Can AI create a project plan from source code?
Yes. shipsolo reads your source code and derives tasks from what is actually there: unfinished features, gaps, and logical next steps. Each task arrives with impact and effort estimates so it slots into a prioritized plan.
▸How does shipsolo prioritize AI-generated tasks?
Every task carries an impact and effort estimate, and shipsolo ranks the whole board by impact per minute. The task that buys the most progress for the least time is always on top.
▸Can coding agents like Claude use shipsolo?
Yes. shipsolo provides an API and an MCP server. Agents can list tasks, create new ones, and mark work done, so your automated coding loop and your project plan stay in sync.
▸Is the AI task generation free?
The free tier includes 2 projects with a daily allowance of AI generations. Pro raises the AI limit and adds the API and MCP access, Studio, and email reminders for €5 per month or €36 per year.
Stop staring at a blank backlog. Let the AI write the plan, you write the code.
Start freeFree for 2 projects. Pro is €5 per month or €36 per year.