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Agent Teams Workflow
Development
Orchestrates a team of AI agents for autonomous parallel development. The lead plans, assigns file ownership, spawns teammates, and reviews; teammates follow TDD, own specific files, and communicate blockers. Helps scale large tasks by dividing work without file conflicts.
Traktor Pro QML Modding Assistant
Development
Customize Native Instruments Traktor Pro using QML. Leverages a comprehensive handbook, prompt templates, and API reference.
Xiaoyuzhou Podcast Download & Transcription
Data & AI
Download podcasts from xiaoyuzhoufm.com and generate full transcripts using FunASR ASR. Supports speaker diarization and smart segmentation.
FastAPI Router Creator
Development
Create FastAPI router creator operations. Auto-activating skill for Backend Development.
Sharding Strategies
Data & AI
Horizontal scaling patterns for multi-tenant databases. Covers shard key selection, consistent hashing, and shard management.
Design System Generator
Design & Creativity
Generates design system tokens (colors, typography, spacing) with structured documentation.
Adversarial Code Reviewer
Development
Adversarial code review using three hostile personas to catch blind spots before merging.
Minecraft Image Generation
Content
Generate Minecraft-focused raster assets with Codex's built-in image generation tool, including pack icons, promo art, concept textures, and more.
Database Query
Development
Query the GOAT PostgreSQL database to inspect data, debug issues, and understand state.
Global Validation
Security
Implements comprehensive server-side input validation with complementary client-side validation for user experience. Uses allowlists, type checking, and sanitization to prevent SQL injection, XSS, and other injection attacks. Apply when validating any external data entering the application, ensuring consistent security across all entry points and maintaining data integrity with field-specific error messages.
Skills Manager
Development
Manages agent skills: list, install, update, and uninstall skills from Git repositories. Helps when you need to add, remove, or upgrade agent capabilities for tools like Copilot or Claude at project or user scope.
Deep Multi-Source Research
Data & AI
7-phase agentic pipeline for deep research reports using Tavily MCP and multiple sources. Do not load for simple lookups.