How does it track research progress?

It monitors metrics like the number of manually coded documents, written analytical memos, and theoretical saturation indicators across three research stages.

What is the qual-status skill used for?

It is a progress dashboard for the Interpretive Orchestration framework, used to track stages, coding progress, and next steps in qualitative research.

What are the three stages it monitors?

It tracks Stage 1 (Foundation/Manual Coding), Stage 2 (Collaboration/AI-Assisted Analysis), and Stage 3 (Synthesis/Manuscript Drafting).

Can I jump between stages whenever I want?

The skill includes a DefensiveSkillRouter that checks if you have met the methodological requirements (like minimum coding or memos) before allowing you to proceed to the next stage.

Qualitative Research Progress Tracker

Name: Qualitative Research Progress Tracker
Author: linxule

bylinxule

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生产力与工作流

Visualizes project status and manages navigation through the multi-stage Interpretive Orchestration research methodology.

The qual-status skill acts as the central command center for AI-assisted qualitative research projects. It provides a comprehensive visual dashboard that tracks progress through three distinct methodological stages: Foundation, Collaboration, and Synthesis. By monitoring key metrics such as manual coding completion, memo density, and theoretical saturation, the skill ensures methodological rigor and guides researchers on when to transition between stages. It is particularly useful for maintaining an overview of complex interpretive projects, managing the transition from human-led to AI-assisted analysis, and identifying specific next steps to move research toward final synthesis.

主要功能

01Stage-gate requirement validation to ensure research rigor

02Interactive visual progress dashboard with ASCII UI

03Real-time metrics for coding, memos, and saturation levels

04Context-aware recommendations for next research steps

052 GitHub stars

06Multi-stage navigation and workflow routing

使用场景

01Validating project readiness before moving to final manuscript synthesis

02Navigating between foundational manual coding and AI-collaborative analysis streams

03Monitoring the progress of document coding and analytical memo writing

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add linxule/interpretive-orchestration qual-status

For use in Claude.ai and ChatGPT

Download Skill