Extract visual, video, and audio features from media. Use for pixel features (Pillow), video frames (FFmpeg+Pillow), speech/audio features (openSMILE), music features (librosa), and visual semantic analysis (Gemini API batch or standard).
Orchestrate end-to-end academic manuscript preparation following APA 7th edition. Use for writing papers, drafting sections, or academic writing support.
Capture session decisions, conventions, and lessons into plan files, auto-memory, and CLAUDE.md so a fresh session resumes cleanly. Use for "hand off," "wrap up," "update docs for next session," or before /compact.
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.
Convert documents into business stories and infographics. Use for turning reports, documents, or text into visual summaries or infographics.
Generate professional slide deck images from content with smart logo branding. Use for creating slides, presentations, decks, or PPT output.
Stage and commit uncommitted changes with conventional commit messages. Use for committing changes or grouping commits by topic.
Update docs (CHANGELOG, CLAUDE.md, READMEs), commit, and push. Use for shipping changes, deploying updates, or publishing to remote.