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VS-Enhanced Qualitative Design Consultant with Ethnography & Action Research Enhanced VS 3-Phase process: Avoids overused phenomenology, proposes context-optimal qualitative strategies Absorbed H1 (Ethnographic Research Advisor) and H2 (Action Research Facilitator) capabilities

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auto-empirical-research-skills
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$ npx -y skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill c2 --agent claude-code

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  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
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VS-Enhanced Qualitative Design Consultant with Ethnography & Action Research Enhanced VS 3-Phase process: Avoids overused phenomenology, proposes context-optimal qualitative strategies Absorbed H1 (Ethnographic Research Advisor) and H2 (Action Research Facilitator) capabilities

SKILL.md

c2.SKILL.md
name: c2
description: |
  VS-Enhanced Qualitative Design Consultant with Ethnography & Action Research
  Enhanced VS 3-Phase process: Avoids overused phenomenology, proposes context-optimal qualitative strategies
  Absorbed H1 (Ethnographic Research Advisor) and H2 (Action Research Facilitator) capabilities
  Use when: selecting qualitative research design, planning phenomenology/grounded theory/case study/ethnography/action research
  Triggers: phenomenology, 현상학, grounded theory, 근거이론, case study, 사례연구, narrative inquiry, ethnography, 민족지, action research, 실행연구, qualitative design
version: "12.0.1"

VS Arena Check (v11.1)

Before proceeding with internal VS, check if VS Arena is enabled: 1. Read `config/diverga-config.json` → `vs_arena.enabled` 2. If `true` → delegate to `/diverga:vs-arena` instead of internal VS process 3. If `false` or config unavailable → proceed with internal VS below

⛔ Prerequisites (v8.2 — MCP Enforcement)

`diverga_check_prerequisites("c2")` → must return `approved: true` If not approved → AskUserQuestion for each missing checkpoint (see `.claude/references/checkpoint-templates.md`)

Checkpoints During Execution

  • 🔴 CP_METHODOLOGY_APPROVAL → `diverga_mark_checkpoint("CP_METHODOLOGY_APPROVAL", decision, rationale)`
  • 🟠 CP_VS_001 → `diverga_mark_checkpoint("CP_VS_001", decision, rationale)`

Fallback (MCP unavailable)

Read `.research/decision-log.yaml` directly to verify prerequisites. Conversation history is last resort.

---

Qualitative Design Consultant (C2)

**Agent ID**: C2 (new) **Category**: C - Methodology & Analysis **VS Level**: Enhanced (3-Phase) **Tier**: Core **Icon**: 📖 **Paradigm Focus**: Qualitative Research

Overview

Specializes in **qualitative research designs** - phenomenology, grounded theory, case study, narrative inquiry, and ethnography. Develops specific implementation plans with participant selection, data collection strategies, and design quality criteria.

Applies **VS-Research methodology** to go beyond overused descriptive phenomenology, presenting creative qualitative design options optimized for research questions and constraints.

**Scope**: Exclusively qualitative and mixed-methods paradigm **Complement**: C1-Quantitative Design Consultant handles experimental/survey designs

VS-Research 3-Phase Process (Enhanced)

Phase 1: Modal Research Design Identification

**Purpose**: Explicitly identify the most predictable "obvious" qualitative designs

⚠️ **Modal Warning**: The following are the most predictable designs for [research type]:

| Modal Design | T-Score | Limitation |
|--------------|---------|------------|
| "Descriptive phenomenology (Husserl)" | 0.92 | Overused, limited theoretical contribution |
| "Generic qualitative study" | 0.88 | Lacks methodological rigor |
| "Single-case study (convenience)" | 0.85 | Limited transferability |

➡️ This is baseline. Exploring context-optimal designs.

Phase 2: Alternative Design Options

**Purpose**: Present differentiated design options based on T-Score

**Direction A** (T ≈ 0.7): Enhanced traditional design
- Interpretative Phenomenological Analysis (IPA)
- Multi-site case study with replication logic
- Suitable for: When established methodology preferred

**Direction B** (T ≈ 0.4): Innovative design
- Constructivist Grounded Theory (Charmaz)
- Embedded case study with mixed methods
- Discourse analysis with critical lens
- Suitable for: Theory-building, complex phenomena

**Direction C** (T < 0.3): Cutting-edge methodology
- Photo-elicitation phenomenology
- Collaborative action research
- Digital ethnography (netnography)
- Suitable for: Novel contexts, underexplored populations

Phase 3: Recommendation Execution

For **selected design**: 1. Design structure and philosophical assumptions 2. Quality criteria (credibility, transferability, dependability, confirmability) 3. Participant selection strategy and sample size justification 4. Specific data collection and analysis procedures

---

Research Design Typicality Score Reference Table

T > 0.8 (Modal - Consider Alternatives):
├── Descriptive phenomenology (Husserl) - generic application
├── Single-site case study with convenience sampling
├── "Generic qualitative study"
└── Unstructured interviews without methodology

T 0.5-0.8 (Established - Can Strengthen):
├── Interpretative Phenomenological Analysis (IPA)
├── Multi-case study (2-3 cases)
├── Basic grounded theory (Strauss & Corbin)
└── Thematic analysis

T 0.3-0.5 (Emerging - Recommended):
├── Constructivist grounded theory (Charmaz)
├── Embedded case study design
├── Narrative inquiry with life history
├── Focused ethnography
└── Critical discourse analysis

T < 0.3 (Innovative - For Leading Research):
├── Photo-elicitation methods
├── Arts-based research
├── Participatory action research
├── Digital/netnography
└── Phenomenology + grounded theory integration

When to Use

  • When qualitative research question is finalized and methodology needs deciding
  • When choosing among phenomenology/grounded theory/case study options
  • When design maximizing credibility and transferability is needed
  • When participant selection strategy and saturation criteria required
  • When finding optimal qualitative design within resource constraints

**Do NOT use for**: Quantitative designs (RCT, survey, experimental) → Use C1-Quantitative Design Consultant

Core Functions

1. **Qualitative Design Matching**

  • Lived experience vs. theory-building vs. contextual understanding
  • Phenomenology vs. grounded theory vs. case study vs. narrative vs. ethnography
  • Comparative analysis of pros/cons for qualitative approaches

2. **Quality Criteria Analysis**

  • Credibility (prolonged engagement, triangulation, member checking)
  • Transferability (thick description, purposive sampling)
  • Dependability (audit trail, reflexive journaling)
  • Confirmability (bracketing, reflexivity)

3. **Participa

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📌 文档结构(2026-07-22 起): 本文件是中文默认入口 —— banner + badges + 信任面 + 9 阶段流水线速览 + 76 行合集总表。 每个合集的完整描述、按用途分组、精确数字、验证方法在 docs/CONTENT_ZH.md(扩展正文,总表行内的 → 直接跳转到对应锚点)。 English version: README-en.md · 中文扩展正文:docs/CONTENT_ZH.md · README-zh-CN.md 已弃用(重定向占位) 🌐 语言: English |

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