AI SDK 6 Beta overview, agents, tool approval, Groq (Llama), and Vercel AI Gateway. Key breaking changes from v5 and...
AI & LLM
LLM integrations, prompt engineering, and AI orchestration
Integrate Resend email service via MCP protocol for AI agents to send emails with Claude Desktop, GitHub Copilot,...
Upstash Vector DB setup, semantic search, namespaces, and embedding models (MixBread preferred). Use when building...
DDEV local development expertise. Use when working with DDEV projects, containers, configuration, or troubleshooting...
Custom Docker Compose local development patterns. Use when working with Docker-based local environments, container...
Perform a non-destructive cross-artifact consistency and quality analysis across spec.md, plan.md, and tasks.md...
Generate feature specifications by analyzing existing source code.
Generate a custom checklist for the current feature based on user requirements.
Identify underspecified areas in the current feature spec by asking up to 5 highly targeted clarification questions...
Create or update the project constitution from interactive or provided principle inputs, ensuring all dependent...
Execute the implementation plan by processing and executing all tasks defined in tasks.md
Execute the implementation planning workflow using the plan template to generate design artifacts.
Create or update a feature specification from a natural language feature description.
Generate an actionable, dependency-ordered tasks.md for the feature based on available design artifacts.
Convert existing tasks into actionable, dependency-ordered GitHub issues for the feature based on available design artifacts.
Validates agent configurations for model selection, tool permissions, focus areas, and approach quality. Use when...
Guide for authoring specialized AI agents. Use when creating, updating, or improving agents, choosing models,...
Analyzes development sessions to extract patterns, preferences, and learnings. Use after significant work sessions...
Quick structural validation of Claude Code customizations. Checks YAML syntax, required fields, naming conventions,...
Analyzes conversation history to improve CLAUDE.md files. Use when you notice patterns in how Claude misunderstands...
Validates output-style persona definitions, behavior specifications, and keep-coding-instructions decisions. Use...
Guide for authoring output-styles that transform Claude's behavior and personality. Use when creating, writing,...
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting...
Audits skills for discoverability and triggering effectiveness. Use when reviewing skill descriptions, checking...