preferences-validate
Validate before you build
Validate product, pricing, messaging, and UX concepts with an AI Digital Population before you build.
See it run in a coding agent
A short walkthrough of preferences-validate validating concepts from inside an agent harness.
Add the skill to your agent harness
One command via the skills CLI. Works with Cursor, Claude Code, Codex, and other common harnesses. Per-agent options are in the GitHub README.
npx skills add preferences-ai/preferences-validateBefore you run paid validation
Team API key
Create a Preferences AI Team and Team API key in Dashboard API Management, then export PREFERENCES_AI_API_KEY.
Local tooling
Ensure curl is available in the agent environment. The skill uses the public Dashboard API with X-API-Key auth.
Confirm paid spend
Before any paid operation, check PAI balance and ask for confirmation before spending on the user's behalf.
Start validating in your agent
Install preferences-validate, set your Team API key, and ask your agent to run a concept test.