用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt;运行前请先检查来源。
npx skills add https://github.com/majiayu000/claude-skill-registry --skill faion-user-researcher命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地?可下载 SkillsMP 当前能够提供的文件。
LLM token logprobs and calibration. Per-decision confidence, ECE, Brier, reliability diagrams, low-confidence triage.
Analyze LLM token logprobs and calibration. Use for per-decision confidence, ECE, Brier scores, reliability diagrams, and low-confidence triage.
回顾最近 N 天的 Claude Code 使用记录——扫描原始会话数据,按主题分组汇总"我都做了什么",并从个人操作系统视角输出模式、风险与增删建议。当用户说 /recap、"看看我这几天做了什么"、"回顾一下我最近的会话"、"这两天我用 claude 干了啥"、"活动回顾" 时使用。
基于 SOC 职业分类
正在显示 SKILL.md
| name | faion-user-researcher |
| description | User research: personas, user interviews, jobs-to-be-done, pain point research. |
| user-invocable | false |
| allowed-tools | Read, Write, Glob, Grep, WebSearch, WebFetch, Task, TodoWrite |
Entry point:
/faion-net— invoke this skill for automatic routing to the appropriate domain.
Communication: User's language. Docs: English.
User research and validation for product/startup development. Handles personas, user interviews, jobs-to-be-done, pain point mining, problem validation, survey design, and value proposition testing.
Check these signals before starting user research:
| Signal | Location | What to Check |
|---|---|---|
| Existing personas | .aidocs/product_docs/user-personas.md | Current user archetypes |
| Pain points | .aidocs/product_docs/pain-points.md | Known user problems |
| Interview data | .aidocs/product_docs/interview-notes/ | Previous interview findings |
| JTBD framework | .aidocs/product_docs/jobs-to-be-done.md | User motivations |
| Value proposition | .aidocs/product_docs/value-proposition.md | Problem-solution fit |
| Survey data | .aidocs/product_docs/surveys/ | Quantitative research |
| User validation | .aidocs/product_docs/problem-validation.md | Validation results |
| Product specs | .aidocs/todo/, .aidocs/in-progress/ | Current feature development |
| Analytics | .aidocs/product_docs/analytics/ | User behavior data |
| Customer feedback | Support tickets, reviews | Real user complaints/requests |
- question: "What user research do you need?"
header: "Research Type"
multiSelect: false
options:
- label: "Build user personas"
description: "Create user archetypes and profiles"
- label: "Conduct user interviews"
description: "Talk to users to understand needs"
- label: "Identify pain points"
description: "Research user problems and frustrations"
- label: "Jobs-to-be-done analysis"
description: "Understand user motivations and context"
- label: "Problem validation"
description: "Validate if problem is worth solving"
- label: "Value proposition design"
description: "Define how product solves user problems"
- question: "What stage is your product in?"
header: "Product Stage"
multiSelect: false
options:
- label: "Idea/concept"
description: "No product yet, exploring problem space"
| Research Area | Key Files |
|---|---|
| Personas | persona-building.md, ai-persona-building.md, audience-segmentation.md |
| Interviews | user-interviews.md, user-interviews-methods.md, ai-interview-analysis.md |
| Pain Points | pain-point-research.md, problem-validation.md |
| Validation | validation-methods.md, user-validation-methods.md, problem-validation-2026.md |
| JTBD | jobs-to-be-done.md |
| Value Prop | value-proposition-design.md |
| Surveys | survey-design.md, user-research-at-scale.md |
| Use Cases | use-case-mapping.md, feature-discovery.md |
| If you need... | Use |
|---|---|
| User profiles | persona-building.md, ai-persona-building.md |
| Pain points | pain-point-research.md, problem-validation.md |
| User motivations | jobs-to-be-done.md |
| Value proposition | value-proposition-design.md |
| Interview structure | user-interviews.md, user-interviews-methods.md |
| Validate problem | problem-validation.md, validation-methods.md |
| Survey questions | survey-design.md |
| Segment users | audience-segmentation.md |
| Map use cases | use-case-mapping.md, feature-discovery.md |
| Define success metrics | success-metrics-definition.md |
| Mode | Output | Files Used |
|---|---|---|
| personas | user-personas.md | persona-building.md, ai-persona-building.md |
| pains | pain-points.md | pain-point-research.md, problem-validation.md |
| validate | problem-validation.md | validation-methods.md, problem-validation-2026.md |
| interviews | interview-guide.md | user-interviews.md, user-interviews-methods.md |
| jtbd | jobs-to-be-done.md | jobs-to-be-done.md |
| Framework | Purpose | File |
|---|---|---|
| JTBD | User motivations & context | jobs-to-be-done.md |
| Value Prop Canvas | Problem-solution fit | value-proposition-design.md |
| Mom Test | Interview questions | user-interviews-methods.md |
| Persona Template | User archetypes | persona-building.md |
| Opportunity Solution Trees | Feature prioritization | opportunity-solution-trees.md |
All outputs go to .aidocs/product_docs/:
| Module | Output File |
|---|---|
| Personas | user-personas.md |
| Pain Points | pain-points.md |
| Validation | problem-validation.md |
| Interviews | interview-guide.md |
| JTBD | jobs-to-be-done.md |
| Value Prop | value-proposition.md |
| Surveys | survey-questionnaire.md |
Orchestrated by faion-researcher skill.
After user research complete:
faion-ux-ui-designerfaion-sddfaion-product-managerfaion-user-researcher v1.0 Sub-skill of faion-researcher 21 methodologies | User Research & Validation