Parse a PRD, requirements document, or feature description into a structured task list with dependencies and priorities. Trigger when the user wants to plan a project, break down requirements, create a task list from a document, or says things like "plan this project", "break this down into tasks", "create tasks from this PRD".
Generate personalized project instructions through an adaptive onboarding conversation. Trigger when the user wants to set up, initialize, or personalize their AI assistant — e.g., "bootstrap my agent", "set up my assistant", "personalize this AI", "let's do onboarding", "create my instructions", or when project instructions are missing. Also trigger for updates like "update my instructions", "change my AI's personality".
Conduct multi-round deep research on any GitHub repository. Use when users request comprehensive analysis, timeline reconstruction, competitive analysis, or in-depth investigation of a GitHub project. Produces structured markdown reports with executive summaries, chronological timelines, metrics analysis, and Mermaid diagrams. Triggers on GitHub repository URLs or open source project names.
Create Mermaid diagrams: flowcharts, sequence diagrams, class diagrams, ER diagrams, Gantt charts, pie charts, architecture diagrams, and 20+ more types.
Data analysis and interpretation — tabular data, trend identification, statistical summaries, comparisons, chart recommendations, anomaly detection.
Document summarization and interpretation — long document distillation, multi-level summaries (one-line/paragraph/detailed), key information extraction.
Word document processing — reading, creating with python-docx, editing via XML manipulation, styles, tables, images, headers/footers, tracked changes.
Business email writing — formal/informal tone, structured format, replies, follow-ups, multilingual support.