sales-atypicalisted
Install: claude install-skill sales-skills/sales
# atypica.AI Platform Help
atypica.AI (atypica.ai) is an **AI research-agent platform that simulates
consumers**. You build **AI Personas** on a four-layer **"subjective world
model"** (Expression → Story → Cognition → Behavior), run **AI-moderated
interviews and studies** against them, and get an insights report in minutes — a
synthetic-research alternative to a traditional agency or focus group. Its cluster
edge is that persona construction and a **flywheel** (validate synthetic personas
against real interviews) aim beyond plain LLM roleplay, plus **~10K
interview-grounded "real-person" agents** alongside the 300K synthetic ones.
Its signal is **directional, not demand**: personas model existing/social/
interview/training data, so they skew **agreeable, generic, and Western-biased**
and can be confidently wrong. Treat any synthetic result as a **hypothesis to
disconfirm with real behavior**, never a green light.
## Step 1 — Gather context
If `references/learnings.md` exists, read it first for accumulated platform knowledge.
Ask only what you can't infer:
1. **What do you want from atypica?**
- A) **Build a persona / run a study** — set up an AI Persona or an AI Interview /
study, and read the insights report
- B) **Embed atypica** in your own app (mint an impersonation login URL so a user
lands in a study with no separate login)
- C) **Provision team access** via the API (list / create / invite members)
- D) **Interpret** a study/report you alrea