analyze-qualitative-datalisted
Install: claude install-skill qiaomiaojoe/ai-academic-workflow
# Analyze Qualitative Data · Neuman Ch 14 Workflow
This skill guides users through systematic qualitative data analysis based on
**W. Lawrence Neuman, *Social Research Methods: Qualitative and Quantitative Approaches*, 7e, Chapter 14** (p.477-512).
The chapter is decomposed into 11 prompts spanning three sub-domains:
coding, memo writing, and analytic strategies.
## When to invoke
Invoke this skill when the user:
- Has interview transcripts, field notes, historical documents, or text data
- Asks "how do I code these?" or "how do I find themes?"
- Wants thematic / narrative / domain / comparative analysis
- Is preparing Methods or Findings for a qualitative paper
Do **not** invoke for:
- Quantitative data (use `analyze-quantitative-data` instead)
- Pure transcription / formatting tasks (no analytic intent)
- Generating fictional content / interviews (this skill works on real data only)
## The 11 prompts (Neuman Ch 14)
### Block A · Coding (the spine — Strauss 1987 three stages)
| # | Step | Prompt file | Neuman pages |
|---|------|-------------|--------------|
| 1 | **Open coding** (1st pass — initial themes emerge) | `prompts/01-open-coding.md` | 481-482 |
| 2 | **Axial coding** (2nd pass — connect codes, find core categories) | `prompts/02-axial-coding.md` | 482-484 |
| 3 | **Selective coding** (final pass — scan all data for theme support) | `prompts/03-selective-coding.md` | 484 |
### Block B · Continuous theory-building (parallel to coding)
| # | Step | Prompt f