Describe your function in plain English → Get a concise spec that replaces 10x more code. Inspired by CodeSpeak (Kotlin creator's AI language).
CodeSpeak pioneered the concept of replacing verbose code with concise specs:
Describe product or engineering requirements in plain English and generate a structured implementation spec that is easier to review, refine, and build from. This page is built for people who want a fast path to a working result, not a vague prompt-and-pray workflow. If you need a more reliable first draft, cleaner output, or a repeatable workflow you can hand to a teammate, AI Spec Generator is designed to shorten that path.
Most visitors use AI Spec Generator because they need something specific done now: a deliverable, a decision, or a workflow checkpoint. The sections below show the fastest way to get value from the tool and the adjacent pages that help you keep going.
Use it when an idea is clear conceptually but still too vague to hand over for implementation.
Best for teams that want a cleaner path from idea to implementation than writing ad hoc notes or vague tickets.
Translate rough feature ideas into clearer buildable specs
Tighten requirement handoffs before implementation begins
Use concise specs as the artifact that drives coding work
A strong outcome from AI Spec Generator is not just “some output.” It should be usable with minimal cleanup, aligned to the task you opened the page for, and specific enough that you can paste it into the next step of your workflow without rewriting everything from scratch.
If the first pass feels too generic, use the use cases, FAQs, and related pages here to tighten the scope. That usually produces better results faster than starting over in a blank chat.