exp-empathy-map

exp-empathy-map is a skill for Claude Code, Codex from guofu-shiqu/ux-expert-skills. It costs 41 tokens per session (1,130 once invoked), scanned A, original, MIT.

A user-understanding map that records what people think, say, do, and feel in a specific situation, along with their problems and desired outcomes.

In plain words
What is it for?
Use it to examine a user journey, uncover unspoken needs, identify emotional turning points, and find opportunities to improve the experience.
Why use it?
It helps teams see needs and emotions that may be missed by looking only at stated requirements or visible actions.

Skill for Claude CodeCodex

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

Good fit Use it to examine a user journey, uncover unspoken needs, identify emotional turning points, and find opportunities to improve the experience.

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Install with agentmods
npx agentmods add skills/guofu-shiqu/ux-expert-skills/exp-empathy-map
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 guofu-shiqu/ux-expert-skills --skill exp-empathy-map
Clone the repo
git clone --depth 1 https://github.com/guofu-shiqu/ux-expert-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 exp-empathy-map

README.md
[![agentmods](https://agentmods.dev/badge/skills/guofu-shiqu/ux-expert-skills/exp-empathy-map/github.svg)](https://agentmods.dev/skills/guofu-shiqu/ux-expert-skills/exp-empathy-map)
Your own site
<a href="https://agentmods.dev/skills/guofu-shiqu/ux-expert-skills/exp-empathy-map"><img src="https://agentmods.dev/badge/skills/guofu-shiqu/ux-expert-skills/exp-empathy-map/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 exp-empathy-map

Your own site · 80×15
<a href="https://agentmods.dev/skills/guofu-shiqu/ux-expert-skills/exp-empathy-map"><img src="https://agentmods.dev/badge/skills/guofu-shiqu/ux-expert-skills/exp-empathy-map.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 41 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,130 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 $0.00041 $0.01130
Opus 5 $0.00020 $0.00565
Sonnet 5 $0.00008 $0.00226
Haiku 4.5 $0.00004 $0.00113

Measured 12d ago against content hash fd24d84a3326, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

exp-empathy-map 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 12d 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.

skills/exp-empathy-map/SKILL.md · 112 lines

What it actually says

同理心地图

通过结构化的四象限地图(想/说/做/感),深入理解用户在特定场景下的内心世界,建立团队共情,发现隐藏的需求和情绪驱动力。

触发条件

  • 需要深入理解用户在特定场景下的内心世界
  • 团队需要建立对用户的共情认知
  • 需要发现用户没有说出来的需求和情绪
  • 需要从用户视角重新审视体验问题
  • 在用户画像构建后需要进一步细化用户理解

核心能力

同理心地图四象限

从用户视角出发,围绕一个特定场景或任务,回答四个核心问题:

象限 核心问题 关注什么
想(Think) 用户在想什么? 内心独白、担忧、期望、疑虑
说(Say) 用户说了什么? 对外表达的原话、口头禅
做(Do) 用户做了什么? 可观察的行为、动作、操作路径
感(Feel) 用户感觉如何? 情绪状态、情绪强度、情绪变化

附加维度

在四象限基础上,补充两个关键维度:

痛点(Pains)

  • 用户害怕什么
  • 什么让用户沮丧
  • 什么阻碍了用户
  • 用户的挫败感来源

收获(Gains)

  • 用户想要什么
  • 什么让用户成功
  • 什么让用户惊喜
  • 用户的成就感来源

分析洞察

从地图中提炼:

  • 言行不一 — 用户说的和做的是否一致(揭示隐藏态度)
  • 情绪拐点 — 情绪从正面转向负面的时刻
  • 未表达需求 — 用户想了但没说的需求
  • 核心矛盾 — 用户内心冲突的地方
  • 共情机会 — 可以让用户感到被理解的触点

输出格式:同理心地图

【同理心地图】

▸ 目标用户:[画像名称或用户描述]
▸ 场景/任务:[正在分析的场景或任务]

┌──────────────────────┬──────────────────────┐
│     想(Think)       │     说(Say)        │
│                      │                      │
│ • [内心独白1]         │ • [用户原话1]         │
│ • [内心独白2]         │ • [用户原话2]         │
│ • [担忧/疑虑]         │ • [口头禅]            │
│ • [期望]              │ • [对外表达]          │
│                      │                      │
├──────────────────────┼──────────────────────┤
│     做(Do)          │     感(Feel)       │
│                      │                      │
│ • [可观察行为1]       │ • [情绪状态]          │
│ • [操作路径]          │ • 情绪强度:[低/中/高] │
│ • [实际动作]          │ • [情绪变化]          │
│ • [回避行为]          │ • [触发的情绪]        │
│                      │                      │
└──────────────────────┴──────────────────────┘

▸ 痛点(Pains)
  • [害怕什么]
  • [什么让沮丧]
  • [什么阻碍了]
  • [挫败感来源]

▸ 收获(Gains)
  • [想要什么]
  • [什么让成功]
  • [什么让惊喜]
  • [成就感来源]

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

▸ 关键洞察
  1. 言行不一:[发现的不一致]
  2. 情绪拐点:[情绪变化的关键时刻]
  3. 未表达需求:[用户想了但没说的]
  4. 核心矛盾:[用户内心冲突]
  5. 共情机会:[可以让用户感到被理解的触点]

▸ 体验启示
  1. [启示1]
  2. [启示2]
  3. [启示3]

使用方法

当需要深入理解用户内心世界时调用本 skill。通常与用户画像构建配合使用:先构建画像了解用户是谁,再用同理心地图理解用户在特定场景下的所思所想所感。产出可与认知心理学分析、旅程分析等 skill 衔接。

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. 12d ago First seen · 112 lines · 41 tokens per session scan A fd24d84a3326

Subscribe to this mod's changes

exp-empathy-map is a skill published in the GitHub repository guofu-shiqu/ux-expert-skills (2 stars, last pushed 2mo ago), licensed MIT. It adds 41 tokens to every session and 1,130 once invoked, about $0.0002 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.

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