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AI for Design

Developer Handoff

The design was fine. What shipped was not, and the gap is almost always something the file never said. What does this look like at 320px. What happens when the name is forty characters. What is the empty state, the loading state, the error state. The developer had to decide, decided reasonably, and reasonable was not what you meant. Nobody was wrong — the spec just ran out before the questions did.

Skynet writes the spec that does not run out. It reads the file against your design system and produces the annotated handoff: which token each value maps to, how components behave across breakpoints, what the states are. More usefully, it lists what the design has not specified — the edge cases you did not draw — as explicit open questions rather than blanks a developer fills in silently at 6pm.

How it works

step 01

Read the design against the system

The agent maps what is in the file back to your tokens and components, so the spec says which variable to use rather than a hex code a developer has to guess the meaning of.

step 02

Spec the behaviour, not just the pixels

Static frames are the easy part. The agent drafts the responsive behaviour, interaction states, and transitions — the things that live in your head and never make it into the file.

step 03

Surface what is undefined

Long strings, empty data, error states, the 320px case. Skynet lists every scenario the design does not cover as an explicit question. You answer them now, in ten minutes, instead of finding out in QA.

step 04

Hand it over where the work happens

Because Skynet connects to the tools you already use, the spec can land in the ticket or the channel the developer actually works in — attached to the right issue, not sitting in a doc nobody opens.

Build it from a prompt

One instruction covers the whole handoff.

The developer gets a document that answers questions before they have to ask, and you get an implementation that matches what you meant. The design decisions are all still yours — the spec just makes sure they survive the trip.

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