Quick Start: from a raw idea to a workflow in 10 minutes

Install Aidbow, run the DBOW loop on a real demand, and get from a fuzzy idea to a shippable workflow in about ten minutes.

Updated 2026-10-13
TL;DR — Install the packages, give Aidbow one real demand, run the four stages, and you get a scored, summarized, shippable plan. The offline demo runs with zero API keys.

Step 1 — Get the framework


git clone https://github.com/40dcisme/aidbow.git
cd aidbow
python3 examples/run_demo.py      # offline demo, no API key needed

You should see DEMO OK. The demo runs the full DBOW loop with a mock model so you can inspect every stage before wiring a real one.

Step 2 — Describe one real demand

A demand is not a wish. It is a decomposed brief with constraints:


Demand: launch a landing page for a new note-taking tool
Constraints: solo founder, no budget, 2 weeks, English market

Aidbow's D stage turns this into a structured brief so the rest of the loop has something concrete to aim at.

Step 3 — Run the four stages

Each stage can be run by a human, an LLM, or an agent — same output contract.

Step 4 — Ship and measure

Take the workflow output and execute it. Then feed what you learned back into the next demand. The loop compounds: better briefs produce better ideas, and better overviews produce better plans.

Next: learn how ideas are scored in The P-metrics, or see the four stages in detail in DBOW explained.