Disclosure: Some links on this page are affiliate links. We may earn a commission if you purchase through them — at no extra cost to you. Read our full affiliate disclosure.

Ai workflow

Build an App or Script

Go from idea to shipped code — plan, scaffold, implement, test, document.

6 stages 11 tools 6 prompts
Experience
Budget
6 Stages, with a clear route
11 Hand-picked tools
6 Prompt templates to copy
Shipped build What you walk away with

Core tools in these workflows

Step flow

How the work actually flows

Read the goal → pick a tool → copy the prompt → ship the output

1

Spec the Feature

Write what the code should do and the inputs/outputs.

Goal

A spec with inputs, outputs, and edge cases.

Prompt template
Write a spec for [feature]: what it does, the inputs and outputs, the edge cases, and the acceptance test that proves it works.
Output Spec
Tip A clear spec beats a clever prompt.
2

Scaffold

Generate the project structure, files, and boilerplate.

Goal

A runnable project skeleton with the right structure.

Prompt template
Scaffold a [language / framework] project for [feature]. Give the file tree, the config files, and the install command. No feature code yet.
Output Project skeleton (code)
Tip Let the tool create the folder layout first.
3

Implement

Write the core logic, function by function.

Goal

Working source code, in small reviewable chunks.

Prompt template
Implement [function] in [language]. One function per message, full types, and a one-line comment on any non-obvious part. No placeholders.
Output Source code
Tip Ask for small, testable chunks.
4

Test

Generate unit/integration tests and run them.

Goal

Tests that pass and cover the edge cases.

Prompt template
Write [framework] tests for this code: happy path, every edge case from the spec, and one regression test per bug I already fixed.
Output Passing tests
Tip Fix the failing case before moving on.
5

Document

Generate README and inline docs.

Goal

A README that explains why, not just what.

Prompt template
Write a README for this project: what it does, install, a usage example, and a short section on the design decisions and their trade-offs.
Output Docs (md / docx)
Tip Document the "why", not just the "what".
6

Ship

Commit, review, and deploy.

Goal

A reviewed, deployed build.

Prompt template
Review this diff for bugs, security issues, and naming. Then give me the commit message and a deploy checklist for [environment].
Output Shipped build
Tip Small PRs are easier to review safely.

Browse the workflows under Website & App Development — these are the source cards feeding this builder.

View all Website & App Development workflows →

Do Not Sell or Share My Personal Information Cookie Settings