data-engineer
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Build scalable data pipelines, modern data warehouses, and
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data-engineer
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Build scalable data pipelines, modern data warehouses, and
Churn Predictor
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Predict customer churn risk using behavioral signals, engagement data, and predictive analytics
github-expert
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Complete GitHub expertise covering GitHub Actions, CI/CD workflows, automation, repository management, and best practices. Use when setting up GitHub Actions, creating workflows, managing pull...
bmad-orchestrator
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Orchestrates BMAD workflows for structured AI-driven development. Use when initializing BMAD in projects, checking workflow status, or routing between 4 phases (Analysis, Planning, Solutioning,...
md-slides
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Convert Markdown to presentation slides in multiple formats (PDF, PPTX, HTML). Use when user mentions slides, presentations, Marp, Beamer, or wants to generate PDF/PPTX from markdown. Supports...
Use when writing Terraform for OCI, troubleshooting provider errors, managing state files, or implementing Resource Manager stacks. Covers terraform-provider-oci gotchas, resource lifecycle...
slime-rl-training
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Provides guidance for LLM post-training with RL using slime, a Megatron+SGLang framework. Use when training GLM models, implementing custom data generation workflows, or needing tight Megatron-LM...
Input your best customers and find 100+ companies that match the profile. Uses firmographic data, tech stack, growth signals, and similarity scoring to identify ideal prospects. Use when building...
Build knowledge graphs for support systems, connecting concepts, articles, and solutions
typeorm
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Guidelines for developing with TypeORM, a full-featured ORM for TypeScript and JavaScript supporting multiple databases
weights-and-biases
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Track ML experiments with automatic logging, visualize training in real-time, optimize hyperparameters with sweeps, and manage model registry with W&B - collaborative MLOps platform
weights-and-biases
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Track ML experiments with automatic logging, visualize training in real-time, optimize hyperparameters with sweeps, and manage model registry with W&B - collaborative MLOps platform
Calculate and optimize unit economics including CAC, LTV, payback periods, and contribution margins
Technical documentation and knowledge management expert. Use when creating comprehensive documentation systems, improving developer knowledge sharing, or building documentation-driven development...
vibe-matcher
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Synesthete designer that translates emotional vibes and brand keywords into concrete visual DNA (colors, typography, layouts, interactions). Use when users describe desired "feel" (edgy,...
usability-tester
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Conduct usability tests and identify UX issues through systematic observation. Use when testing user flows, validating designs, identifying friction points, or ensuring users can complete core...
crewai-multi-agent
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Multi-agent orchestration framework for autonomous AI collaboration. Use when building teams of specialized agents working together on complex tasks, when you need role-based agent collaboration...
crewai-multi-agent
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Multi-agent orchestration framework for autonomous AI collaboration. Use when building teams of specialized agents working together on complex tasks, when you need role-based agent collaboration...
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...