Updated 3mo ago
by linxule
interpretive-orchestration
Epistemic partnership infrastructure for AI-assisted qualitative research. Claude Code plugin with 3-stage methodology, 4 specialized agents, and 11 skills.
20 GitHub stars (20)
+2 in 17 days
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- 18 skills (18 skills found in its SKILL.md files)
- 1 forks (1 forks)
- 3mo ago last update (Last updated 3mo ago)
Install
Skills CLI
npx skills add linxule/interpretive-orchestration
Asks which skills and agents to install. Just one: npx skills add linxule/interpretive-orchestration --skill analysis-orchestration — add -g for every project.
Claude Code
git clone https://github.com/linxule/interpretive-orchestrationcp -r "interpretive-orchestration/plugin-cowork/skills/analysis-orchestration" ~/.claude/skills/
Copies the analysis-orchestration skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.
Plugin
/plugin marketplace add linxule/interpretive-orchestration
Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.
Skills can run code on your machine — read the SKILL.md first.
What it does
In the author's own words, from each skill's SKILL.md — showing the first 18 of 36 files.
-
analysis-orchestration
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.
plugin-cowork/skills/analysis-orchestration/SKILL.md on GitHub (opens in a new tab) -
coding-workflow
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'.
plugin-cowork/skills/coding-workflow/SKILL.md on GitHub (opens in a new tab) -
coherence-check
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.
plugin-cowork/skills/coherence-check/SKILL.md on GitHub (opens in a new tab) -
deep-reasoning
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.
plugin-cowork/skills/deep-reasoning/SKILL.md on GitHub (opens in a new tab) -
document-conversion
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.
plugin-cowork/skills/document-conversion/SKILL.md on GitHub (opens in a new tab) -
gioia-methodology
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.
plugin-cowork/skills/gioia-methodology/SKILL.md on GitHub (opens in a new tab) -
interview-ingest
This skill should be used when users have audio interview recordings to transcribe, need to convert PDF documents, mentions 'import data', 'transcribe', 'convert', or is starting data preparation for Stage 1 or Stage 2.
plugin-cowork/skills/interview-ingest/SKILL.md on GitHub (opens in a new tab) -
literature-sweep
This skill should be used when users need to gather foundational literature, mentions 'literature review', 'theoretical patterns', 'Stream A', wants to search for academic papers, or is starting Stage 2 Phase 1 theoretical stream.
plugin-cowork/skills/literature-sweep/SKILL.md on GitHub (opens in a new tab) -
methodological-rules
This skill should be used when users mention 'generate rules', 'isolation rules', 'methodology preset', 'apply preset', 'saturation', 'am I saturated', 'branch', 'fork', 'explore alternative', 'team', 'add researcher', 'intercoder reliability', 'dashboard', 'show status', or after /qual-design completes.
plugin-cowork/skills/methodological-rules/SKILL.md on GitHub (opens in a new tab) -
paradox-navigation
This skill should be used when patterns seem contradictory but both feel true, user is stuck in either/or thinking, theoretical and empirical streams seem irreconcilable, or user mentions 'paradox', 'tension', 'contradiction', 'both/and'. Helps integrate opposites at a higher level.
plugin-cowork/skills/paradox-navigation/SKILL.md on GitHub (opens in a new tab) -
project-dashboard
This skill should be used when users ask 'where am I?', 'what is my progress?', mentions 'status', 'dashboard', 'progress', wants to know if they are ready for the next stage, or needs an overview of their project state.
plugin-cowork/skills/project-dashboard/SKILL.md on GitHub (opens in a new tab) -
project-setup
This skill should be used when users want to initialize a new qualitative research project, mentions 'setup', 'initialize', 'new project', 'getting started', or asks about establishing philosophical foundations and epistemic stance. Triggers on phrases like 'start my research project', 'create a new study', 'configure my stance'.
plugin-cowork/skills/project-setup/SKILL.md on GitHub (opens in a new tab) -
qual-analysis-orchestration
No description in the SKILL.md.
plugin-kimi/.agents/skills/qual-analysis-orchestration/SKILL.md on GitHub (opens in a new tab) -
qual-coding
Dialogical coding for qualitative research. Acts as thinking partner in Stage 1 (never suggests codes, only asks questions) and reflexive coding partner in Stage 2 (4-stage visible reasoning). Use when coding interview transcripts, field notes, or other qualitative data.
plugin-kimi/.agents/skills/qual-coding/SKILL.md on GitHub (opens in a new tab) -
qual-coherence-check
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.
plugin-kimi/.agents/skills/qual-coherence-check/SKILL.md on GitHub (opens in a new tab) -
qual-convert
No description in the SKILL.md.
plugin-kimi/.agents/skills/qual-convert/SKILL.md on GitHub (opens in a new tab) -
qual-gioia
No description in the SKILL.md.
plugin-kimi/.agents/skills/qual-gioia/SKILL.md on GitHub (opens in a new tab) -
qual-ingest
No description in the SKILL.md.
plugin-kimi/.agents/skills/qual-ingest/SKILL.md on GitHub (opens in a new tab)
No skill matches that filter.
Review before you install
A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.
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