commit
Stage and commit uncommitted changes with conventional commit messages. Use for committing changes or grouping commits by topic.
learn
Persist user preferences and styles across sessions. Use for remember this, save preference, update CLAUDE.md, update CM, or after repeated corrections in a session.
q-educator
Develop course content for university teaching via interview-driven workflow. Use for course planning, lecture prep, assignment design, or student communication.
q-infographics
Convert documents into business stories and infographics via Gemini API. Use for turning reports, documents, or text into visual summaries or infographics.
q-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.
q-scholar
Orchestrate end-to-end academic manuscript preparation following APA 7th edition. Use for writing papers, drafting sections, or academic writing support.
q-eda
Run exploratory data analysis on tabular datasets with measurement-appropriate statistics. Use for EDA, descriptive statistics, data exploration, or preparing data summaries for reports and manuscripts.
q-intro
Draft or refine introduction sections for academic manuscripts from phenomenon to theory to contribution. Use for writing introductions, literature framing, or research question development.
q-litreview
Draft or refine standalone literature review sections for academic manuscripts. Builds progressive arguments from theory through prior research to the study's approach, with research questions earned through the argument. Use for literature reviews, theoretical framing, or research question development.
q-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.
q-results
Draft results sections for academic manuscripts with APA 7th tables and narrative flow. Use for writing results, presenting findings, formatting statistical tables, or reporting quantitative analysis.
q-tf
Consolidate topic modeling outputs (BERTopic, LDA, NMF) into theory-driven classification frameworks. Use for topic finetuning, topic consolidation, reclassification, outlier handling, or updating Excel labels from topic models.
ship
Update docs (CHANGELOG, CLAUDE.md, READMEs), commit, and push. Use for shipping changes, deploying updates, or publishing to remote.