Pydantic-AI agents, RAG, embeddings for Pulse Radar knowledge extraction.
Write social media posts for X (Twitter) and LinkedIn that avoid AI tells, pass platform algorithms, and drive engagement.
LLM streaming response patterns. Use when implementing real-time token streaming, Server-Sent Events for AI responses, or streaming with…
Get reliable JSON, enums, and typed objects from LLMs using response_format, tool_use, and schema-constrained decoding across OpenAI…
Use when building or maintaining a persistent personal knowledge base (second brain) in Obsidian where an LLM incrementally ingests…
Review and control AI Agent changes to a local Markdown, Obsidian, or Open Knowledge Format wiki.
Analyzes and generates llms.txt files -- the emerging standard for helping AI systems understand website structure and content.
Extracts procedural content from project docs into slash commands.
Creates slash commands from procedural doc sections.
Reviews skills (D1-D11 + M1-M6 criteria) or .claude/commands for quality.
Bootstraps projects to production-ready structure.
Upgrades npm/yarn/pnpm dependencies with breaking change handling
Coordinates project structure migration to Clean Architecture
Scaffolds new React projects or restructures monoliths to component-based architecture.
Generates .NET Clean Architecture backend structure from entity definitions.
Migrates mock data from Drizzle ORM schemas to C# MockData classes
Universal platform artifact cleaner: Replit, StackBlitz, CodeSandbox, Glitch
Sets up Docker, CI/CD, and environment configuration with auto-detection.
Generates Docker and docker-compose configuration for multi-container development
Configures environment variables and secrets protection.
Configures Husky, lint-staged, commitlint, and Python pre-commit hooks.