SKILL.md — Intercultural Discourse Analysis & Multi-Perspectival Interpretation
DECISION POINTS
Framework Selection Matrix
When analyzing cross-cultural discourse, choose your approach:
Single Framework Analysis:
├─ If: Simple, low-stakes interaction with power symmetry
├─ If: Time-constrained preliminary analysis needed
└─ Use: Standard conversation analysis coding only
Layered Framework Analysis:
├─ If: Power asymmetry present (teacher/student, expert/novice)
├─ If: Cultural backgrounds differ significantly
├─ If: Previous single-framework analysis felt incomplete
└─ Use: Sequential application of 2-3 frameworks, preserve contradictions
Emergent Cultural Analysis:
├─ If: Patterns seem culturally specific but unclear which concepts apply
├─ If: Standard coding produces suspiciously clean results
└─ Use: Data-driven cultural pattern identification first, then framework application
Foregrounded Cultural Analysis:
├─ If: Specific cultural concept suspected (e.g., face-saving, hierarchy respect)
├─ If: Behavior looks like "failure" but participants seem comfortable
└─ Use: Apply cultural lens first, then check against other frameworks
Breakdown Detection Decision Tree
Observed smooth interaction →
├─ Low power distance context?
│ ├─ Yes → Likely genuine comprehension
│ └─ No → Test for hidden breakdown
└─ High power distance context?
├─ Check for minimal responses, quick agreements
├─ Look for topic avoidance patterns
└─ If present → Assume hidden breakdown until proven otherwise
Data Reuse vs. Recollection
Have existing relevant data? →
├─ Collected for different question?
│ ├─ Contextual notes preserved? → Revisit data
│ └─ Only transcripts remain? → Consider recollection
├─ Same question, different framework needed?
│ └─ Always revisit with new framework
└─ No existing data? → New collection required
FAILURE MODES
1. Smooth Interaction Fallacy
Detection Rule: If failure/repair rates < 5% in cross-cultural or hierarchical interaction Symptoms: Clean transcripts, high agreement rates, minimal back-and-forth Diagnosis: Mistaking compliance for comprehension; hidden breakdown present Fix: Apply face-sensitive breakdown detection; look for acceptance without elaboration
2. Single-Lens Tunnel Vision
Detection Rule: If only one analytical framework applied and results feel definitive Symptoms: Overly clean patterns, no analytical contradictions, quick conclusions Diagnosis: Surface-level coding masquerading as complete analysis Fix: Apply second framework; document tensions between interpretations
3. Anglocentric Default Bias
Detection Rule: If silence/minimal response coded as disengagement or failure Symptoms: Pathologizing culturally appropriate communication styles Diagnosis: Applying Western discourse norms as universal standards Fix: Research participant cultural background; reframe "problems" as competent strategies
4. Evaluation Frame Contamination
Detection Rule: If interviewee responses are short, "correct," but lack elaboration Symptoms: Participant optimizing for accuracy rather than disclosure Diagnosis: Primary knower inversion not established; participant thinks they're being tested Fix: Reframe elicitation to position participant as expert; signal data-gathering not evaluation
5. Premature Synthesis Collapse
Detection Rule: If multiple frameworks forced into single "master interpretation" Symptoms: Analytical contradictions glossed over or ignored Diagnosis: Treating frameworks as redundant routes to same truth Fix: Document contradictions as findings; preserve multiple valid interpretations
WORKED EXAMPLES
Example 1: Thai Student Interview Analysis
Initial Single-Framework Analysis:
- Applied standard IRF (Initiation-Response-Feedback) coding
- Results: 89% "successful" exchanges, minimal repair sequences
- Interpretation: Good comprehension, effective communication
Red Flag Recognition:
- Responses consistently brief despite open questions
- No clarification requests despite complex topics
- High agreement rate with interviewer interpretations
Layered Reanalysis Process:
Layer 1 - Power Dynamics Check:
- Interviewer = native speaker teacher (high authority)
- Interviewee = L2 student (low status)
- → Primary knower inversion risk: HIGH
Layer 2 - Cultural Framework (Sam Ruam - Thai Composure):
- Reframed "minimal response" as competent composure maintenance
- Silence after questions = thoughtful consideration, not confusion
- Agreement patterns = face-saving, not necessarily comprehension
Layer 3 - Hidden Breakdown Detection:
- Searched for acceptance-without-elaboration patterns
- Found 23 instances where student agreed but couldn't expand
- Identified topic avoidance around cultural comparison questions
Final Multi-Lens Interpretation:
- Framework 1: Surface success (IRF coding)
- Framework 2: Cultural competence (sam ruam lens)
- Framework 3: Hidden comprehension gaps (breakdown analysis)
- Synthesis: All three valid; contradiction reveals interaction's complexity
Example 2: Medical Consultation Failure Detection
Scenario: Doctor-patient interaction, patient from hierarchical culture
Decision Path Applied:
- Power asymmetry? YES → Use layered approach
- Cultural difference? YES → Foreground cultural lens
- Smooth surface interaction? YES → Test for hidden breakdown
Step 1 - Surface Analysis:
- Patient says "yes doctor" frequently
- No explicit confusion signals
- Standard coding: successful information transfer
Step 2 - Hidden Breakdown Check:
- Searched for elaboration failures after "yes"
- Found patient couldn't explain treatment steps when asked
- Identified acceptance-without-comprehension pattern
Step 3 - Cultural Reframe:
- Patient's "yes" = respect acknowledgment, not comprehension signal
- Questioning doctor = face-threatening in patient's cultural frame
- Silence ≠ understanding; silence = appropriate deference
Outcome: Revealed systematic comprehension gaps hidden by culturally appropriate response patterns
QUALITY GATES
Analysis complete when ALL conditions met:
- At least 2 analytical frameworks applied to same data
- Power dynamics between participants explicitly analyzed
- Cultural background of all participants researched and documented
- Hidden breakdown patterns specifically searched for and documented
- Contradictions between frameworks preserved rather than resolved
- Examples of what each framework reveals that others miss identified
- Distinction made between what was said vs. what was understood
- Face-saving behaviors identified and separated from comprehension indicators
- Primary knower relationship clearly established for each exchange
- Researcher positionality and potential bias sources documented
NOT-FOR BOUNDARIES
This skill is NOT for:
- Real-time conversation management → Use
active-listeningorcultural-sensitivityfor live interaction - Simple same-culture exchanges → Use
conversation-analysisfor basic discourse patterns - Crisis communication → Use
crisis-communicationfor urgent clarity needs - Rapid assessment → Use
quick-cultural-scanfor fast cultural context checks - Therapeutic/counseling contexts → Use
therapeutic-communicationfor healing-focused dialogue - Legal/formal proceedings → Use
formal-discourse-analysisfor institutional talk - Market research interviews → Use
interview-methodologyfor commercial contexts
Delegate when:
- Time pressure requires immediate decisions (use rapid assessment tools)
- Only surface-level patterns needed (use basic conversation analysis)
- Cultural expertise beyond your knowledge required (consult cultural specialists)
- Therapeutic goals primary (route to counseling professionals)
- Legal implications present (route to institutional discourse experts)
Complexity threshold: If interaction involves fewer than 3 of these factors, use simpler tools:
- Cultural differences
- Power asymmetries
- Hidden breakdown risk
- Multiple competing interpretations
- Face-sensitive communication norms