7. Writing & Documentation

Generates YouTube titles and thumbnail text optimized for maximum click-through rate (CTR) to improve video engagement.

Generates email replies and drafts adhering to Michael's established communication style and style guide for consistent tone and phrasing.

Converts raw clinical monitoring activity into concise, professional performance bullet points for annual reviews, enhancing clarity and impact.

Generates concise feature specifications with user stories, acceptance criteria, and edge cases for single-feature implementation, lighter than PRD.

Generates and repurposes written content for blogs, social media, and newsletters through ideation and drafting.

Verifies API documentation against source code to ensure accuracy, eliminate fabricated claims, and validate runnable examples before committing or reviewing.

Lists all available skills and their descriptions to help users recall or select the appropriate skill.

Revises research documents by incorporating user feedback, requiring a document path and feedback input for iterative improvements.

Revises document structure outlines using user feedback, processing markdown files in rpi/tasks directory.

Generates concise Product Requirements Documents (PRDs) with Agile user stories, acceptance criteria, and scope boundaries for new features or product ideas.

Clarifies ambiguous user requests by converting them into precise technical specifications before entering Plan Mode.

Generates and verifies GitHub PR descriptions from git changes, applying technical documentation standards with zero fabrication tolerance.

Updates research questions documentation in markdown files using user feedback to enhance clarity and relevance.

Generates accurate API reference documentation by analyzing source code, adhering to Diátaxis Reference pattern with zero fabrication.

Creates structured website sitemap documentation defining pages, routes, and shadcn UI sections. Outputs to docs/sitemap.md for project planning.

Reference guide for bgf_2024 website content architecture, detailing relationships between content collections like recipes, guides, and courses.

Creates empathetic, energy-conscious copy for chronic illness users, applying 'Language of Care' principles to UI, onboarding, and marketing content.

Automates detection and correction of AI writing patterns in technical documentation, READMEs, and written communications.

Provides a critical and thorough review of completed work to identify issues and improvements.

Fetches up-to-date documentation, examples, and usage guidance for programming libraries and frameworks via Context7 API.

Assists in collaborative drafting by filling outlines sentence by sentence, matching tone and suggesting improvements.

Generates standard README files for software projects, providing essential project documentation and setup instructions.

Converts design documents into structured PRD JSON for implementable tasks, optimized for Ralph agent implementation.

Optimizes page content by naturally integrating target keywords into headings, text, and i18n files based on keyword targets from a specified analysis file.