OpenAPI Specification (OAS 3.x): document structure, paths, operations, schemas, parameters, security schemes, and validation.
Visualize and document current and future business processes. Identify inefficiencies, dependencies, and improvement opportunities through detailed process mapping and analysis.
MongoDB fundamentals including document model, CRUD operations, querying, indexing, and aggregation framework for NoSQL database applications.
End-to-end workflow for creating complete JavaScript concept documentation, orchestrating all skills from research to final review
Guide for development and code tools skills including document processing, browser automation, testing frameworks, and IDE integrations.
Generates architecture diagrams from code, infrastructure, or descriptions. Use when user asks to visualize, diagram, or document system architecture.
Documentation health check and maintenance across all ideas. Use for periodic maintenance, finding gaps, and keeping docs accurate.
Generate comprehensive Vitest tests for code examples in JavaScript concept documentation pages, following project conventions and referencing source lines
Senior Technical Writer & Docs Architect. Expert in AI-driven documentation synchronization, style guide enforcement, and 2026 Markdown standards.
Create and maintain TYPO3 extension documentation following official docs.typo3.org standards. RST syntax, TYPO3 directives, rendering, and deployment.
Write clear, engaging technical content from real experience. Use when writing blog posts, documentation, tutorials, or technical articles.
Compare document similarity using TF-IDF, cosine similarity, and Jaccard index. Use for plagiarism detection, duplicate finding, or content matching.
Extract tables from PDFs and images to CSV or Excel. Support for scanned documents with OCR, multi-page PDFs, and complex table structures.
Rapidly ingest documentation via the /llms.txt standard to gain "fast-track" understanding of libraries without scraping entire sites.
Design MongoDB architectures with document modeling, indexing (ESR rule), sharding, aggregation pipelines, replica sets, and WiredTiger tuning.
Guides creation of Product Requirements Prompts (PRPs) - comprehensive requirement documents that serve as the foundation for AI-assisted development
Expert guidance for LlamaIndex development including RAG applications, vector stores, document processing, query engines, and building production AI applications.
Execute tasks from a feature spec one at a time, updating living documentation as you go. Use after /interview to implement the planned feature.
Provides the complete Embedded Swift documentation for developing on microcontrollers, embedded systems, and baremetal applications.
Create Product Requirements Documents (PRD) following SDD methodology - Layer 2 artifact defining product features and user needs