Adaptive Planning
Picks the next task, in the right order — and gets sharper each cycle.
papiplantyped in your AI tool
The problem
You decide what to build next by hand, guess the effort, and the plan never learns when the guess was wrong.
How it works
Type plan. Your AI reads the backlog, the last cycle, and what actually took longer, then hands back the next tasks already ordered and sized, each with a one-line why. It sizes itself from what you really delivered.
➤storefrontpapi plan
Cycle 12 planned — 4 tasks, 15 pts (sized from last cycle's delivered 14).
1. task-315 Email receipts on payment S · 2pts
Why: unblocks refunds, smallest surface. Do first.
2. task-316 Checkout and customer portal M · 3pts
Why: the revenue path. Highest priority this cycle.
3. task-317 Refund handling M · 3pts
Why: depends on task-316's portal session.
4. task-318 Rate limit the public API S · 2pts
Why: no dependency, safe to trail.
Handoffs written for all 4. Order set by priority and dependencies.Put this on your own project.
Connect PAPI to the AI tool you already build in. This surface, and every other, come with it.