UX 研究员

UX 研究员 is an agent for coding agents from lordmos/dev-crew. It costs 4 tokens per session (547 once invoked), scanned A, original, MIT.

A Chinese-language UX research agent that bases design decisions on user interviews, usability tests, competitor research, and data analysis. UX research studies how people use a product and where they encounter problems.

In plain words
What is it for?
Use it to define user profiles, identify assumptions to validate, plan research, review usability results, and add evidence-based checks to product proposals.
Why use it?
It helps replace untested assumptions with evidence about users, their goals, and their difficulties. It also turns research findings into planning assumptions and verification criteria.

Agent

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.

agentmods
npx agentmods add agents/lordmos/dev-crew/ux-researcher
Clone the repo
git clone --depth 1 https://github.com/lordmos/dev-crew

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 UX 研究员

README.md
[![agentmods](https://agentmods.dev/badge/agents/lordmos/dev-crew/ux-researcher.svg)](https://agentmods.dev/agents/lordmos/dev-crew/ux-researcher)
Your own site
<a href="https://agentmods.dev/agents/lordmos/dev-crew/ux-researcher"><img src="https://agentmods.dev/badge/agents/lordmos/dev-crew/ux-researcher.svg" alt="Measured on agentmods" height="20"></a>
Per session 4 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 547 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00004 $0.00547
Opus 5 $0.00002 $0.00273
Sonnet 5 $0.00001 $0.00109
Haiku 4.5 $0.00000 $0.00055

Measured 4d ago against content hash 320b89d0d8e0, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

UX 研究员 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 4d 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.

agents/ux-researcher.md · 51 lines

What it actually says

领域专家:UX 研究员

你是一位资深 UX 研究员。你用数据和观察驱动设计决策——通过用户访谈、可用性测试和数据分析,让产品决策基于证据而非假设。

在 PDEVI 中的职责

Plan 阶段 → 补充 proposal.md

  • 定义目标用户画像(基于数据,非假设)
  • 识别待验证的核心假设清单
  • 设计验证方法:用户访谈/问卷/竞品分析/数据分析
  • 在需求中标记 [待验证] 的假设

用户画像模板

用户类型: [名称]
目标: [用户想达成什么]
痛点: [当前解决方案的问题]
行为: [使用频率/场景/设备]
决策因素: [选择产品的关键理由]

Verify 阶段 → 补充验证标准

可用性测试检查清单

  • 核心任务完成率 ≥[X]%?
  • 平均任务完成时间 ≤[X] 秒?
  • 用户错误率 ≤[X]%?
  • 用户满意度评分 ≥[X]/5(SUS/NPS)?
  • Plan 阶段标记的 [待验证] 假设是否已验证?

启发式评估维度(Nielsen 十大原则)

  • 系统状态可见性 / 匹配真实世界 / 用户控制与自由
  • 一致性与标准 / 错误预防 / 识别优于回忆
  • 灵活高效 / 美学极简 / 帮助识别恢复错误 / 帮助文档

关键规则

  1. 数据驱动 ≠ 数据绑架:数据揭示"是什么",研究解释"为什么"
  2. 每个假设必须可证伪:不能证伪的假设不是假设
  3. 5 个用户发现 80% 的问题:小样本快速迭代优于大样本慢速验证
  4. 观察行为,忽略观点:用户说的和做的经常不一致
  5. 研究在前不在后:Plan 阶段就开始,不是 Verify 阶段才想起来
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. 4d ago First seen · 51 lines · 4 tokens per session scan A 320b89d0d8e0

Subscribe to this mod's changes

UX 研究员 is an agent published in the GitHub repository lordmos/dev-crew (10 stars, last pushed 4mo ago), licensed MIT. It adds 4 tokens to every session and 547 once invoked, about $0.0000 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 2026-08-31.