Conducts a comprehensive security review of a git repo. Use when asked about security issues, code quality concerns, or to evaluate the security posture of a codebase or library.
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mcp-setup
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Configure popular MCP servers for enhanced agent capabilities
fullstack-developer
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End-to-end feature expert specializing in frontend-backend integration, system architecture, and complete application development
Implement Effect services as fine-grained capabilities avoiding monolithic designs
import-art
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Place album art in correct audio and content locations
Research ideation partner. Generate hypotheses, explore interdisciplinary connections, challenge assumptions, develop methodologies, identify research gaps, for creative scientific problem-solving.
copywriting
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When the user wants to write, rewrite, or improve marketing copy for any page β including homepage, landing pages, pricing pages, feature pages, about pages, or product pages. Also use when the...
new-album
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Create a new album with correct directory structure and templates
code-standards
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process-transcript
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Process a VTT transcript into a comprehensive, multi-tab HTML dashboard using specialized analysis agents. Use when the user provides a .vtt file, has a transcript to process, or mentions a...
yt-dlp-downloader
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Download videos from YouTube, Bilibili, Twitter, and thousands of other sites using yt-dlp. Use when the user provides a video URL and wants to download it, extract audio (MP3), download...
Unvarnished technical criticism combining Linus Torvalds' precision, Gordon Ramsay's standards, and James Bach's BS-detection. Use when code/tests need harsh reality checks, certification schemes...
ps-minimize-mutation
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Mutation must be controlled and localized. Use when reviewing code with scattered mutations or shared mutable state.
Apply Model-First Reasoning (MFR) to code generation tasks. Use when the user requests "model-first", "MFR", "formal modeling before coding", "model then implement", or when tasks involve complex...
apple-voice-memos
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Fetch metadata and transcripts from Apple Voice Memos synced via iCloud. Use when the user wants to list, search, or read voice memos.
Quaker-grounded spiritual framework for AI agents seeking grounding beyond optimization
go-best-practices
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Provides Go patterns for type-first development with custom types, interfaces, functional options, and error handling. Must use when reading or writing Go files.
performance
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Optimize application performance - bundle size, API response times, database queries, React rendering, and Lambda cold starts. Use when investigating slow pages, profiling, load testing, or before...
at-dispatch-v2
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Convert PyTorch AT_DISPATCH macros to AT_DISPATCH_V2 format in ATen C++ code. Use when porting AT_DISPATCH_ALL_TYPES_AND*, AT_DISPATCH_FLOATING_TYPES*, or other dispatch macros to the new v2 API....
coding-principles
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Language-agnostic coding principles for maintainability, readability, and quality. Use when implementing features, refactoring code, or reviewing code quality.