atypica-user-interview

atypica-user-interview is a skill for Claude Code, Codex from atypica-ai/marketing-skills. It costs 139 tokens per session (3,144 once invoked), scanned A, original, MIT.

An AI-based user-research workflow that runs interviews or group discussions with simulated personas from atypica.ai. It produces a report summarizing the responses and findings.

In plain words
What is it for?
Use it to test product ideas, ask about pricing or features, explore customer problems, and run simulated focus groups.
Why use it?
It helps explore opinions without recruiting people or arranging interview sessions, while still comparing different backgrounds and viewpoints.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to test product ideas, ask about pricing or features, explore customer problems, and run simulated focus groups.

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Install with agentmods
npx agentmods add skills/atypica-ai/marketing-skills/atypica-user-interview
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add atypica-ai/marketing-skills --skill atypica-user-interview
Clone the repo
git clone --depth 1 https://github.com/atypica-ai/marketing-skills

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for atypica-user-interview

README.md
[![agentmods](https://agentmods.dev/badge/skills/atypica-ai/marketing-skills/atypica-user-interview/github.svg)](https://agentmods.dev/skills/atypica-ai/marketing-skills/atypica-user-interview)
Your own site
<a href="https://agentmods.dev/skills/atypica-ai/marketing-skills/atypica-user-interview"><img src="https://agentmods.dev/badge/skills/atypica-ai/marketing-skills/atypica-user-interview/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for atypica-user-interview

Your own site · 80×15
<a href="https://agentmods.dev/skills/atypica-ai/marketing-skills/atypica-user-interview"><img src="https://agentmods.dev/badge/skills/atypica-ai/marketing-skills/atypica-user-interview.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 139 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,144 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00139 $0.03144
Opus 5.5 $0.00056 $0.01258
Sonnet 5.5 $0.00028 $0.00629
Haiku 4.5 $0.00014 $0.00314

Measured 2mo ago against content hash 27b53c6efb66, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

atypica-user-interview scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/mcp-call.sh), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

No MCP setup needed — just `curl` and `jq`:
skills/atypica-user-interview/SKILL.md · 403 lines

How it starts

The opening of the file, as written. The whole thing — 403 lines — stays where its author put it; the contents beside it link to each section on GitHub.

atypica User Interview & Discussion

Run one-on-one interviews or group discussions with AI personas that simulate real users. atypica.ai maintains a library of AI models trained to behave like specific types of real people — each with a name, background story, personality, and authentic opinions. You ask the research question, the AI finds fitting personas, plans the research, conducts the interviews, and produces a synthesized report.

No recruiting. No scheduling. Results in minutes.

What this does

  • Interviews — the AI conducts deep one-on-one conversations with 3–8 AI personas, each responding as a distinct real person would
  • Group discussions — the AI runs a focus group where personas debate and react to each other
  • Report generation — the AI synthesizes everything into a structured research report with key findings

Typical use cases:

  • "How would different age groups react to this pricing model?"
  • "Interview 5 potential customers about their pain points"
  • "Run a focus group on this product concept"
  • "What would Gen Z users think about this feature?"

Prerequisites

IMPORTANT: This skill works in two modes depending on your setup.

Option 1: MCP Server (Recommended for AI assistants)

If tools starting with atypica_universal_ are already available in your environment, you're ready. Otherwise, configure the MCP server:

Configuration parameters:

Example: Claude Desktop — edit the config file at:

  • macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
  • Windows: %APPDATA%\Claude\claude_desktop_config.json
{
  "mcpServers": {
    "atypica-universal": {
      "transport": "http",
      "url": "https://atypica.ai/mcp/universal",
      "headers": {
        "Authorization": "Bearer atypica_xxx"
      }
    }
  }
}

Read the full file on GitHub · 403 lines

Files

What ships with it

2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2mo ago First seen · 403 lines · 139 tokens per session scan A 27b53c6efb66

Subscribe to this mod's changes

atypica-user-interview is a skill published in the GitHub repository atypica-ai/marketing-skills (45 stars, last pushed 7mo ago), licensed MIT. It adds 139 tokens to every session and 3,144 once invoked, about $0.0006 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Related

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atypica-user-interview next to 6 skills from other repositories
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