q-tf
Q-TF
Fine-tune topic modeling outputs into consolidated, theory-driven topic frameworks for academic manuscripts.
Folder Structure
q-tf/
├── SKILL.md # This file
├── scripts/
│ ├── classify_outliers.py # Outlier reclassification via Gemini
│ ├── generate_implementation_plan.py # Full plan generation
│ └── update_excel_with_labels.py # Excel column updates
└── references/
├── esports_ugc_example.md # Worked example
└── SP_OUTLIER_TEMPLATE.txt # Outlier classification prompt template
Script Directory
More from tyrealq/q-skills
q-educator
Develop course content for university teaching via interview-driven workflow. Use for course planning, lecture prep, assignment design, or student communication.
75q-infographics
Convert documents into business stories and infographics. Use for turning reports, documents, or text into visual summaries or infographics.
40q-scholar
Orchestrate end-to-end academic manuscript preparation following APA 7th edition. Use for writing papers, drafting sections, or academic writing support.
32q-topic-finetuning
Fine-tune and consolidate topic modeling outputs (BERTopic, LDA, etc.) into a theory-driven classification framework for academic manuscripts. Use when processing topic modeling results that need topic consolidation, theoretical classification, domain-specific preservation, multi-category handling, data verification, or Excel updates with final labels.
30q-presentations
Generate professional slide deck images from content with smart logo branding. Use when user asks to create slides, make a presentation, generate a deck, or PPT.
25q-methods
Draft methods sections for academic manuscripts in narrative style with appendix cross-references. Use for writing methods, describing data collection, preprocessing, or computational analysis procedures.
18