AgentArmorHQ
Sign in

synthetic-focus-group

Skill · GitHub · ★ 3 · graded 2026-10-20Source linked

Synthetic focus group skill for Claude Code: try a concept on 3 synthetic users before real interviews. Isolated personas react before seeing each other, the moderator probes where they split, and you get 5 interview questions with what answer would reject each assumption.

No outside reports on file

synthetic-focus-group is distributed via GitHub (laymom/synthetic-focus-group); review its source code, dependencies, and requested permissions before use.

Based on public adoption and transparency signals as of Oct 19, 2026. Our opinion, not a code audit or security guarantee.

Was this verdict for Synthetic Focus Group helpful?

What it can access

  • Local filesNo local folder access notedLOW
  • Command executionNo shell command runner notedLOW
  • Network reachLocal or standard API callsLOW
  • CredentialsNo API token requiredLOW
  • Package sourceGitHub (laymom/synthetic-focus-group)PUBLIC

Inferred from this listing’s public package details and description. Check the project’s source before installing.

Install

No npm or PyPI package is listed. Install from source: github.com/laymom/synthetic-focus-group ↗

All setup options ↓

Check this skillWatch it in my stackCompareREADME badgeView project

Everything known

We found nothing about this project in the sources we read (last checked 2026-10-30). That does not mean it has no problems.

0 incidents · 0 advisories · 0 news articles · 0 community threads · checked 2026-10-30

Popularity grade: D (from public signals such as stars and downloads, not a code review). Graded 2026-10-20.

Sources we read: OSV, GitHub Advisory Database, CISA Known Exploited Vulnerabilities, 44 security news feeds and our incident library. Last checked 2026-10-30.

Check a specific version →

About Synthetic Focus Group

Synthetic Focus Group is an agent skill focused on Developer tools: Synthetic focus group skill for Claude Code: try a concept on 3 synthetic users before real interviews. Isolated personas react before seeing each other, the moderator probes where they split, and you get 5 interview questions with what answer would reject each assumption.

It is hosted on GitHub at laymom/synthetic-focus-group (3 GitHub stars). Based on its public metadata, it operates with standard local or API scope without broad shell execution flags noted.

Setup

These use the package this listing points to. Check the project’s own instructions before running anything.

No npm or PyPI package is listed for this agent skill. Source code and setup steps: github.com/laymom/synthetic-focus-group.

Why this grade

DD — High risk signals

Signal-based grade (1/7 points): public source code. This reflects adoption and transparency, not a code review.

Popularity and upkeep

10/100
GitHub stars
3
Listing last refreshed
2026-10-28

These are public popularity signals, not a maintenance check. Look at the repository’s commit history and open issues.

Risks to watch for

  • Dependency & version pinning: Distributed via GitHub (laymom/synthetic-focus-group). Pin an exact release version or commit SHA rather than floating tags so upstream updates are reviewed first.

How to lower the risk

Least-privilege permissions

  • Give it access only to the specific folders, accounts or projects it needs, never your whole drive or admin account.
  • Use a separate, limited API key or login just for this tool so you can switch it off without affecting anything else.

Network isolation

  • Run it on a work computer or sandbox account, not one holding personal or company-sensitive data.
  • If your IT team can, limit which websites and services it is allowed to contact.

Monitoring

  • Check its activity history or logs weekly at first, and look at what it changed or sent.
  • Turn on alerts for new logins or unusual usage on any account it connects to.

Red flags to watch for

  • It asks for more access than its job requires, or prompts you to paste passwords.
  • It suddenly updates with new owners, or starts contacting unfamiliar websites.

Questions

How do I install Synthetic Focus Group?

Synthetic Focus Group does not publish a standalone npm or PyPI package. Clone or follow the setup instructions in its source repository at github.com/laymom/synthetic-focus-group.

Are there security reports about Synthetic Focus Group?

No reports found for this package in our research (last checked 2026-10-30). Synthetic Focus Group currently holds Grade D (High risk signals) based on public adoption and transparency signals. Review the permissions and source repository before granting access to local files, shell commands, or API keys.

Is Synthetic Focus Group actively maintained?

Synthetic Focus Group has 3 GitHub stars. Our directory data was last refreshed on 2026-10-28. Check recent commit activity, release tags, and open issues at github.com/laymom/synthetic-focus-group before pinning it in production.

What are alternatives to Synthetic Focus Group?

Compare Synthetic Focus Group side by side with similar skills in the Related tools section on this page, or browse all skills on AgentArmorHQ.

README badge and team notes

Maintain or use Synthetic Focus Group? Show its live grade in your GitHub README, docs site, or run a check from the terminal before you install.

AgentArmorHQ Risk Grade D for Synthetic Focus Group

GitHub README Markdown:

markdown
[![AgentArmorHQ Risk Grade for Synthetic Focus Group](https://agentarmorhq.com/api/badge/laymom-synthetic-focus-group)](https://agentarmorhq.com/skills/laymom-synthetic-focus-group)

HTML embed:

html
<a href="https://agentarmorhq.com/skills/laymom-synthetic-focus-group"><img src="https://agentarmorhq.com/api/badge/laymom-synthetic-focus-group" alt="AgentArmorHQ Risk Grade for Synthetic Focus Group" height="20" /></a>

Terminal check:

terminal
curl -fsSL https://agentarmorhq.com/api/cli | node --input-type=module - check "laymom-synthetic-focus-group"

Share with your security lead

Need sign-off to use synthetic-focus-group? Copy this note for Slack, a ticket or a pull request.

### AgentArmorHQ Security Review Memo: synthetic-focus-group
- **Listing URL:** https://agentarmorhq.com/skills/laymom-synthetic-focus-group
- **Type:** AI agent skill
- **Risk Grade:** Grade D (High risk signals)
- **Outside Security Advisories on File:** 0
- **Public Adoption:** 3 GitHub stars

#### Permission & Blast-Radius Signals
- **Local files:** No local folder access noted
- **Command execution:** No shell command runner noted
- **Network reach:** Local or standard API calls
- **Credentials:** No API token required
- **Package source:** GitHub (laymom/synthetic-focus-group)

#### Recommended Hardened Setup
- **Source Repo:** https://github.com/laymom/synthetic-focus-group
- **Controls:** Pin an exact version in `.mcp.json`, scope access to a single workspace folder, and use a least-privilege read-only token where supported.

_Based on public adoption and transparency signals as of Oct 19, 2026. Our opinion, not a code audit or security guarantee._

Key facts

Type
AI agent skill
Publisher
laymom
Source code
github.com/laymom/synthetic-focus-group
Est. context load
~98 tokens idle · ~1.6k tokens when active (on-demand skill)
Popularity
3 GitHub stars
Last updated
2026-10-28
Last graded
2026-10-20

Community

Discussions for Synthetic Focus Group

Ask questions or share configuration tips. Governed by our Community Rules & Terms.

No posts match this filter yet.

Be the first to ask a question or share a working tip.

Was this listing for Synthetic Focus Group helpful?

Check before you install, in Claude

Your assistant answers Block, Review or No known issues for any package before it installs it.

Get this check inside Claude