npx claudepluginhub linxule/interpretive-orchestrationAtelier of Co-Apprenticeship for interpretive qualitative research. Human and AI learn together as apprentices to the craft tradition (rigor, reflexivity, theoretical sensitivity). Three stages: Solo Practice → Side-by-Side Collaboration → Dialogue with Tradition. Prevents calculator mindset, embeds meta-cognition, maintains human interpretive authority.
Epistemic Partnership System for AI-Assisted Qualitative Research. Cowork-compatible version with commands and skills.
Claude Code marketplace entries for the plugin-safe Antigravity Awesome Skills library and its compatible editorial bundles.
Production-ready workflow orchestration with 79 focused plugins, 184 specialized agents, and 150 skills - optimized for granular installation and minimal token usage
Directory of popular Claude Code extensions including development tools, productivity plugins, and MCP integrations
Not a tool for faster coding. A partner for deeper thinking.
🚀 Ready to start? → INSTALL.md (complete setup from scratch)
📋 Already set up? → QUICK-START.md (quick reference)
📖 Want depth? → Keep reading below
🧠 Frameworks? → Cognitio Emergens (Lin) | Interpretive Orchestration (Lin & Corley)
What you might expect: "Software that automates qualitative coding so I can finish faster"
What you'll actually get: "A thinking partner that deepens my reflexivity, challenges my assumptions, and helps me understand how I construct knowledge - making me a better researcher"
The difference matters.
This isn't another CAQDAS tool (NVivo, Atlas.ti, etc.) with AI bolted on. This isn't ChatGPT for ad-hoc document analysis. This isn't Google's AI Co-Scientist for qualitative research.
This is infrastructure for human-AI epistemic partnership in interpretive inquiry.
Traditional tools:
Epistemic partnership:
The goal: Transform how you think about interpretation itself, not just speed up coding.
Both human and AI are apprentices to the craft tradition of interpretive inquiry. Neither masters the other. Both learn from craft principles: rigor, reflexivity, theoretical sensitivity, interpretive depth.
Also known as human-AI-human "sandwich" from our original research.
| Stage | What Happens | AI Role |
|---|---|---|
| 1. Solo Practice 🎨 | Manual coding of 10-15 docs, memo-writing, framework development | Watches but doesn't intervene (theoretical sensitivity can't be automated) |
| 2. Collaboration 🤝 | Parallel streams (theoretical + empirical), synthesis, pattern characterization | 4-stage visible reasoning with @dialogical-coder |
| 3. Tradition Dialogue 💭 | Examine work through craft tradition's wisdom | @scholarly-companion asks tradition's questions |
The atelier ENFORCES Stage 1 - doors to collaborative workspace stay locked until solo practice complete.
This plugin instantiates Partnership Agency from Cognitio Emergens (Lin, 2025): "Human and AI boundaries dissolve into unified epistemic system generating insights neither could produce independently."
Four enabling conditions:
Our structure isn't constraint - it's architecture for Partnership Agency. We provide ONE rigorous path, grounded in Cognitio Emergens and Gioia/Constructivist tradition.
| Principle | What It Means |
|---|---|
| Epistemic Coherence | Plugin adapts to YOUR declared philosophy (ontology, epistemology, GT tradition) |
| Reflexivity as Strength | Prompts examine assumptions - awareness, not doubt |
| Human Authority | AI organizes and suggests; YOU interpret and decide (non-negotiable) |
| Visible Reasoning | 4-stage dialogical process shows HOW AI interpreted, not just WHAT |
| Meta-Cognition | Every interaction teaches you to think about thinking |
| Progressive Depth | Philosophy deepens through practice, not front-loaded lectures |
| Approach | Their Model | Our Model |
|---|---|---|
| vs CAQDAS | AI bolted onto manual tools | AI embedded with human authority maintained |
| vs ChatGPT | Ad-hoc prompts, no audit trail | Systematic 4-stage dialogical process |
| vs AI Co-Scientist | Full automation (STEM) | Human-centered augmentation (Social Science) |
Unique: First infrastructure treating epistemology as UX design - embeds meta-cognition, enforces sandwich methodology, bundles MCP ecosystem.
This plugin prioritizes friction over flow. If it stops you, it's asking you to think.
| Trade-off | Meaning |
|---|---|
| Transformation over reliability | Change how you think, not just process faster |
| Dialogue over determinism | Socratic onboarding adapts to YOU |
| Reflection over efficiency | Interpretive pauses are methodology, not bugs |