linxule/interpretive-orchestration/qual-coherence-check

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Examine philosophical assumptions and check for methodological coherence. Use when users question their philosophical stance, their language contradicts their declared epistemology, they are moving between stages and want to verify coherence, or something feels 'off' about their analytical approach. Checks language coherence, method-epistemology alignment, and AI relationship consistency.

Install

npx vskill@latest install linxule/interpretive-orchestration/qual-coherence-check

SKILL.md

qual-coherence-check: Philosophical Coherence Examination

Examine philosophical assumptions and check for methodological coherence. Ensures alignment between ontology, epistemology, and analytical practice.

When to Use

  • User questions their philosophical stance
  • User's language contradicts their declared epistemology
  • Moving between stages and wanting to verify coherence
  • User mentions "assumptions", "examine", "coherent", "consistent"
  • Something feels "off" about the analytical approach
  • User asks "am I being consistent?"

What It Checks

1. Language Coherence

Are you using language consistent with your philosophical stance?

StanceAppropriateAvoid
Constructivistconstruct, interpret, builddiscover, find, extract
Objectivistdiscover, identify, findconstruct, create
Critical Realistuncover, reveal, understandconstruct (pure form)
2. Method-Epistemology Alignment

Does your analytical approach match your epistemology?

EpistemologyAligned MethodTension Flag
Co-constructiveReflexive journaling, positionalityClaiming objectivity
Systematic interpretationSystematic proceduresClaiming pure emergence
ObjectivistInter-rater reliabilityAcknowledging construction
3. AI Relationship Coherence

Is your AI use consistent with your stated relationship?

DeclaredCoherent PracticeTension Flag
Epistemic partnerEngaging AI questions, dialogueJust accepting outputs
Interpretive aidUsing AI for organization, your interpretationAI making interpretive claims
Coding toolAI applies YOUR codesAI creating codes

Invocation Pattern

Check the coherence of my approach:
 
My declared stance:
- Ontology: [from config]
- Epistemology: [from config]
- Tradition: [from config]
 
Recent analytical decision: [describe]
 
Is this coherent? What tensions exist?

Example Checks

Language Check
Check my language coherence:
 
Declared stance: Constructivist
In my last session, I wrote:
"Analysis revealed that participants discover their own paths..."
 
Is this consistent?

Response might be:

Tension detected:
- "revealed" and "discover" suggest objectivist language
- Your constructivist stance would prefer:
  "Analysis constructed an understanding that participants
  characterize their own paths..."
 
Consider: Is this a slip in language, or are your underlying
assumptions shifting? Both are okay, but be aware.
Method Check
Check my method coherence:
 
Declared epistemology: Systematic interpretation (Gioia)
Current practice: I'm not using inter-rater reliability, but I am
keeping detailed audit trails and seeking disconfirming cases.
 
Is this coherent with Gioia method?
AI Relationship Check
Check my AI relationship:
 
Declared: Epistemic partner
Current practice: I've been accepting all of @dialogical-coder's
suggestions without much questioning.
 
Is this coherent?

Response might be:

Tension detected:
- Epistemic partnership implies dialogue, not acceptance
- You committed to "questioning both AI outputs AND your assumptions"
 
Recommendation: Before accepting next suggestion, ask:
- Why does this interpretation make sense?
- What alternative readings exist?
- What would I lose if this code changed?

Usage

bash
# Check specific text for language coherence
python3 .agents/skills/qual-coherence-check/scripts/check_coherence.py \
  --project-path /path/to/project --text "analysis revealed that..."
 
# Check recent conversation activity
python3 .agents/skills/qual-coherence-check/scripts/check_coherence.py \
  --project-path /path/to/project --recent-activity
 
# Generate full coherence report
python3 .agents/skills/qual-coherence-check/scripts/check_coherence.py \
  --project-path /path/to/project --full-report

Output Format

Coherence Check Results
=======================
 
Stance Declared: [summary]
 
Coherent:
- [aspect that aligns]
 
Tensions Detected:
- [tension 1]: [explanation]
 
Recommendations:
- [suggestion]
 
Note: Tensions aren't failures - they're opportunities for
reflexive awareness. The goal is coherence, not perfection.

Integration with Other Skills

  • qual-reflection: Use deep reasoning to think through coherence shifts
  • qual-coding: Coherence check can flag issues during coding sessions
  • qual-init: Initial stance declaration is what coherence is measured against

Philosophical Note

Coherence doesn't mean rigidity. It means:

  • Awareness of your assumptions
  • Consistency between belief and practice
  • Transparency about choices

If your stance is evolving, that's fine - document the evolution. The danger is unexamined drift.

Part of Interpretive Orchestration for Kimi CLI

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Source

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