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grad-case-study研究生案例研究

Agent Skill

grad-case-study 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

总安装

353

周安装

15

GitHub Stars

125

下载量

124
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安装说明

本站只整理中文说明和来源信息,不托管安装包,也不代用户安装。

GitHub

来源数

2

许可证

unknown

最后核验

2026-05-01

来源状态

来源可访问

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:grad-case-study(研究生案例研究)
来源仓库:https://github.com/asgard-ai-platform/skills
仓库路径:skills/grad-case-study
安装命令:
npx skills add https://github.com/asgard-ai-platform/skills --skill grad-case-study
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/asgard-ai-platform/skills --skill grad-case-study

简介

grad-case-study 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中快速定位候选结果。

  • 适用于案例研究、实证分析或教学材料准备等场景。
  • 通过关键词和来源线索匹配,返回结构化案例或研究资料。
  • 安装方式:npx skills add https://github.com/asgard-ai-platform/skills --skill grad-case-study
  • 建议确认权限范围、维护状态,以及是否涉及联网或命令执行。

SKILL.md

Case Study Research (Yin)

Overview

Case study research is an empirical inquiry that investigates a contemporary phenomenon in depth and within its real-life context, especially when the boundaries between phenomenon and context are not clearly evident. Yin's framework provides systematic design choices — single vs. multiple cases, holistic vs. embedded analysis — and emphasizes triangulation to strengthen construct validity.

When to Use

  • Research questions are "how" or "why" questions about contemporary events
  • The researcher has little or no control over behavioral events
  • Contextual conditions are highly pertinent to the phenomenon of study
  • Boundaries between phenomenon and context are blurred

When NOT to Use

  • When frequency or incidence data is needed (use survey or experiment)
  • When context is irrelevant and can be controlled (use experiment)
  • When the goal is statistical generalization to a population

Assumptions

IRON LAW: Case study answers HOW and WHY questions in context — if you
need frequency or incidence data, use a survey or experiment instead.
Applying case study to "how many" or "how much" questions misuses the
methodology.

Key assumptions:

  1. The case is a bounded system — define temporal, spatial, and conceptual boundaries
  2. Multiple sources of evidence are essential for construct validity
  3. Multiple cases follow replication logic (not sampling logic) — each case is an experiment, not a survey respondent
  4. A case study protocol and database enhance reliability

Methodology

Step 1: Design the Case Study

Define the research question (how/why). Select the case type using Yin's 2x2 matrix:

Single CaseMultiple Case
Holistic (single unit)Critical, unique, or revelatory caseLiteral or theoretical replication
Embedded (multiple units)Multiple units within one caseMultiple units across cases

Develop propositions to guide data collection.

Step 2: Collect Evidence from Multiple Sources

Gather data from at least three of six source types: documents, archival records, interviews, direct observation, participant observation, physical artifacts. Maintain a chain of evidence linking questions to data to conclusions.

Step 3: Apply Triangulation

Triangulation TypeDescription
DataMultiple data sources converge on the same finding
InvestigatorMultiple researchers independently analyze the same data
TheoryMultiple theoretical perspectives applied to the same data
MethodologicalMultiple methods (qual + quant) address the same question

Step 4: Analyze and Report

Use pattern matching, explanation building, time-series analysis, or cross-case synthesis. Report the chain of evidence transparently.

Output Format

## Case Study Analysis: [Context]

### Research Question
- Question: [the how/why question]
- Case type: [single/multiple] x [holistic/embedded]
- Unit of analysis: [what constitutes the "case"]

### Case Selection Rationale
| Case | Rationale | Expected Pattern |
|------|-----------|-----------------|
| [name] | [why selected] | [literal/theoretical replication] |

### Evidence Matrix
| Source Type | Data Collected | Key Findings |
|------------|---------------|--------------|
| [documents/interviews/etc.] | [description] | [finding] |

### Triangulation Results
- Convergent findings: [where sources agree]
- Divergent findings: [where sources disagree]
- Explanation: [how divergence is resolved]

### Pattern Matching
- Predicted pattern: [from propositions]
- Observed pattern: [from evidence]
- Match assessment: [strong/moderate/weak]

### Conclusions
1. [Key finding with chain of evidence]
2. [Analytical generalization — how findings extend theory]

Gotchas

  • Case studies generalize to THEORY (analytical generalization), not to populations (statistical generalization)
  • A single-case design requires explicit justification: critical, extreme, unique, revelatory, or longitudinal
  • Replication logic in multiple cases means each case must independently confirm or disconfirm a proposition
  • The chain of evidence must be traceable from question to protocol to database to report
  • Do NOT confuse case study with case history or case report — Yin's case study is a research strategy with formal design
  • Rival explanations must be addressed explicitly, not just dismissed

References

  • Yin, R. K. (2018). *Case Study Research and Applications: Design and Methods* (6th ed.). Sage.
  • Stake, R. E. (1995). *The Art of Case Study Research*. Sage.
  • Eisenhardt, K. M. (1989). Building theories from case study research. *Academy of Management Review*, 14(4), 532-550.

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02

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能力 2

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能力 3

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能力 4

展示第三方安全扫描或审计结果

安装后应在对应宿主中按原始 README 的触发条件使用;具体调用方式请以来源页面和 README 为准。

平台分布

Codex

32.03%
按下载量换算40

Claude

30.75%
按下载量换算38

Cursor

19.04%
按下载量换算24

Gemini CLI

10.23%
按下载量换算13

安全审计

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权限和风险

只读

该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

安装前确认

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