linxule

linxule/interpretive-orchestration

Command

Verify plugin installation and MCP server status.

linxule/interpretive-orchestration

Command

Apply established theoretical patterns to remaining data in a deductive coding pass.

linxule/interpretive-orchestration

Command

Mark Stage 1 as complete after validating manual coding foundation.

linxule/interpretive-orchestration

Command

Configure AI model selection, batch processing, and analysis parameters for Stage 2.

linxule/interpretive-orchestration

Command

Configure research design for multi-case, longitudinal, or parallel stream studies.

linxule/interpretive-orchestration

Command

Surface epistemic foundations through Socratic questioning and coherence checking.

linxule/interpretive-orchestration

Command

Initialize a qualitative research project with Socratic philosophical onboarding.

linxule/interpretive-orchestration

Command

Write analytical memos to capture emerging insights during manual coding.

linxule/interpretive-orchestration

Command

Launch parallel theoretical and empirical analysis streams for comprehensive pattern integration.

linxule/interpretive-orchestration

Command

Synthesis dialogue and reflexive pause for theoretical integration.

linxule/interpretive-orchestration

Command

Comprehensive guide for Stage 1 manual coding and building theoretical sensitivity.

linxule/interpretive-orchestration

Command

Show analytical journey dashboard and progress through sandwich methodology stages.

linxule/interpretive-orchestration

Command

Merge theoretical and empirical streams into unified patterns through guided synthesis.

linxule/interpretive-orchestration

Command

Deep analytical reasoning via Sequential Thinking for complex decisions.

linxule/interpretive-orchestration

Command

Navigate paradoxes and integrate contradictions using Lotus Wisdom contemplative reasoning.

linxule/interpretive-orchestration

Hook

Runs before the agent uses a tool for @dialogical-coder, /qual-parallel-streams, /qual-synthesize, /qual-code-deductive and /qual-characterize-patterns tool calls, executing check-stage1-complete.js via node. From linxule/interpretive-orchestration.

linxule/interpretive-orchestration

Hook

Runs after a tool call finishes for @dialogical-coder, /qual-synthesize, /qual-advance-stage, /qual-complete-stage1, /qual-parallel-streams, /qual-synthesize, /qual-characterize-patterns and @dialogical-coder tool calls, executing interpretive-pause.js, check-coherence.js, generate-audit-trail.js and…

linxule/interpretive-orchestration

Hook

Runs when a session ends, executing session-reflect.js via node. From linxule/interpretive-orchestration.

linxule/interpretive-orchestration

Skill Claude CodeCodex

This skill should be used when users ask about which AI model to use for coding, mentions 'cost', 'batch', 'API', 'configure analysis', wants to process multiple documents, or needs to understand model capabilities and costs for Stage 2.

linxule/interpretive-orchestration

Skill Claude CodeCodex

This skill should be used when users are ready to start Stage 2 coding, asks about processing documents systematically, needs to track coding progress, wants to generate audit documentation, or mentions 'batch', 'coding session', 'systematic coding'.

linxule/interpretive-orchestration

Skill Claude CodeCodex

This skill should be used when users question their philosophical stance, their language contradicts their declared epistemology, they are moving between stages and want to verify coherence, mentions 'assumptions', 'examine', 'coherent', 'consistent', or something feels 'off' about their analytical approach.

linxule/interpretive-orchestration

Skill Claude CodeCodex

This skill should be used when users need to think through a complex analytical decision, asks 'how should I approach this?' or 'help me think through...', is stuck on a difficult coding boundary, needs to plan dimensional analysis, or is building theoretical frameworks in Stage 3.

linxule/interpretive-orchestration

Skill Claude CodeCodex

This skill should be used when users need to convert PDFs (especially with tables or figures), mentions 'convert', 'PDF', 'document processing', has complex academic papers to import, or asks about document conversion options.

linxule/interpretive-orchestration

Skill Claude CodeCodex

This skill should be used when users are building or refining their Gioia data structure, mentions 'Gioia', 'data structure', 'themes', 'concepts', 'dimensions', '1st-order', '2nd-order', 'aggregate', or needs to validate/export their analytical hierarchy for publication.