Performs comprehensive code reviews of GitLab merge requests, analyzing code quality, security, performance, and best practices. Use when the user says "review" or "code review" or asks to review...
Enables Claude to use Google AI Studio for testing prompts, exploring models, and prototyping AI applications
Restores full context when user says "hi-ai" or starts a new conversation. Searches project files, loads memory indexes, reads session state, and creates visual dashboard showing current project,...
Never Use TaskOutput
MCP Script Rules
Skill Development Rules
Fast structured generation and serving for LLMs with RadixAttention prefix caching. Use for JSON/regex outputs, constrained decoding, agentic workflows with tool calls, or when you need 5ร faster...
Use when adding docstrings, creating API documentation, or building documentation sites. Invoke for OpenAPI/Swagger specs, JSDoc, doc portals, tutorials, user guides.
Guides creation and editing of SKILL.md files following Anthropic best practices and this repo's conventions. Use when creating a new skill, editing an existing skill, porting a skill from another...
Hook Development Rules
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Router-First Architecture
Modern TypeScript project architecture guide for 2025. Use when creating new TS projects, setting up configurations, or designing project structure. Covers tech stack selection, layered...
Spawn Agentica multi-agent patterns
Graceful Degradation with Helpful Messages
Convert audio to sheet music, create songbooks
Agentic Workflow Pattern
Migration workflow - research โ analyze โ plan โ implement โ review
Show available skills, common workflows, and quick reference
Create a new album with correct directory structure and templates