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:

1. Power asymmetry? YES → Use layered approach
2. Cultural difference? YES → Foreground cultural lens
3. 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-listening or cultural-sensitivity for live interaction
• Simple same-culture exchanges → Use conversation-analysis for basic discourse patterns
• Crisis communication → Use crisis-communication for urgent clarity needs
• Rapid assessment → Use quick-cultural-scan for fast cultural context checks
• Therapeutic/counseling contexts → Use therapeutic-communication for healing-focused dialogue
• Legal/formal proceedings → Use formal-discourse-analysis for institutional talk
• Market research interviews → Use interview-methodology for 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