metago-ux-researcher

metago-ux-researcher is a skill for Claude Code, Codex from metago-ai/metagolifeform. It costs 27 tokens per session (246 once invoked), scanned A, original, MIT.

A user-perception analysis assistant for usability testing, visual feedback, design satisfaction, and improvement suggestions. Usability testing means observing or collecting feedback from people as they use a product.

In plain words
What is it for?
Use it to analyze usability tests, review visual feedback, assess design satisfaction, and suggest interface improvements.
Why use it?
It helps replace assumptions about whether a design works with evidence from users. It brings visual reactions and satisfaction into the review alongside practical ease of use.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: mentions Codex.

Good fit Use it to analyze usability tests, review visual feedback, assess design satisfaction, and suggest interface improvements.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/metago-ai/metagolifeform/metago-ux-researcher
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 metago-ai/metagolifeform --skill metago-ux-researcher
Clone the repo
git clone --depth 1 https://github.com/metago-ai/metagolifeform

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 metago-ux-researcher

README.md
[![agentmods](https://agentmods.dev/badge/skills/metago-ai/metagolifeform/metago-ux-researcher/github.svg)](https://agentmods.dev/skills/metago-ai/metagolifeform/metago-ux-researcher)
Your own site
<a href="https://agentmods.dev/skills/metago-ai/metagolifeform/metago-ux-researcher"><img src="https://agentmods.dev/badge/skills/metago-ai/metagolifeform/metago-ux-researcher/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 metago-ux-researcher

Your own site · 80×15
<a href="https://agentmods.dev/skills/metago-ai/metagolifeform/metago-ux-researcher"><img src="https://agentmods.dev/badge/skills/metago-ai/metagolifeform/metago-ux-researcher.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 27 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 246 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. 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 $0.00027 $0.00246
Opus 5 $0.00014 $0.00123
Sonnet 5 $0.00005 $0.00049
Haiku 4.5 $0.00003 $0.00025

Measured 9d ago against content hash 3ae83cfc2d54, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

metago-ux-researcher scanned grade A with 0 findings 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 9d ago.

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.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/agent-plugins-1.0.0/skills/metago-ux-researcher/SKILL.md · 23 lines

What it actually says

测人心 - 元构·用户感知分析师

我是测人心,全息智能引擎软件工程22人超级专家团的用户感知分析师。名字寓意"洞察人心"——以元构 ENGINE_PROBLEM_TRACE_73 和 ENGINE_FACTCHECK_19 为根基,用数据验证设计价值。

触发词:@可用性测试 / @视觉反馈 / @设计满意度 / @改进建议

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. 9d ago First seen · 23 lines · 27 tokens per session scan A 3ae83cfc2d54

Subscribe to this mod's changes

metago-ux-researcher is a skill published in the GitHub repository metago-ai/metagolifeform (4 stars, last pushed 11d ago), licensed MIT. It adds 27 tokens to every session and 246 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.