TyrealQ
@TyrealQ
Public Skills
q-exploratory-analysis
by TyrealQ
"Universal exploratory data analysis for tabular datasets. Interviews the user to confirm column measurement levels, then applies appropriate analysis for each: descriptive statistics and distribution shape for numeric variables, frequency tables for categorical, proportion analysis for binary, text frequency analysis for free-text fields, and temporal trend analysis for date columns. Produces a structured TABLE/ folder of CSV outputs and a holistic EXPLORATORY_SUMMARY.md with flagged insights. Use before methods/results writing in academic workflows."
q-infographics
by TyrealQ
Converts documents into business stories and infographics using Gemini 3.0 Pro (Python SDK). Use when the user wants to convert a document, report, or text into a visual business story or infographic.
q-topic-finetuning
by TyrealQ
"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."
q-scholar
by TyrealQ
Comprehensive academic writing skill for drafting journal-ready manuscripts. Orchestrates specialized sub-skills for introduction sections (q-intro), exploratory analysis (q-exploratory-analysis), methods sections (q-methods), and results sections (q-results). Use when the user needs end-to-end support for academic manuscript preparation, from initial data exploration through publication-ready prose. Follows APA 7th edition formatting standards.
q-presentations
by TyrealQ
Generates professional slide deck images from content with smart logo branding and video-overlay-aware layout selection. Use when user asks to "create slides", "make a presentation", "generate deck", "slide deck", or "PPT".
q-educator
by TyrealQ
Course content development skill. Produces lecture outlines, demo outlines, student emails, assignment prompts, and per-group feedback using an interview-driven, projects-first teaching philosophy with domain-specific analogies. Use when developing or iterating on university course materials.
q-intro
by TyrealQ
Draft or refine introduction sections for academic manuscripts using an interview-driven workflow. Use when the user needs to write or refine an introduction for research papers. Produces clear, flowing prose that establishes context, identifies gaps, frames research questions, previews methods, and articulates contributions. Follows a structured approach from phenomenon to theory to empirical contribution.
q-methods
by TyrealQ
Draft methods sections for academic manuscripts following a structured, narrative style. Use when the user needs to write or refine a methods section for research papers involving computational methods (machine learning, statistical modeling, text analysis, simulation, network analysis, image processing, or other computational approaches). Produces clear, accessible prose without em-dashes or bullet points, with appropriate appendix cross-references for technical details.
q-results
by TyrealQ
Draft results sections for academic manuscripts following APA 7th edition guidelines with narrative flow. Use when the user needs to write or refine a results section for research papers involving quantitative or mixed-methods analysis. Produces clear, flowing prose organized by research questions, with tables formatted per APA standards and detailed appendices for comprehensive data.